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ORCIDChristos Faloutsos
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- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2024
[j178]Tim Januschowski, Yuyang Wang, Jan Gasthaus, Syama Sundar Rangapuram, Caner Turkmen, Jasper Zschiegner, Lorenzo Stella, Michael Bohlke-Schneider, Danielle C. Maddix, Konstantinos Benidis, Alexander Alexandrov, Christos Faloutsos, Sebastian Schelter:
A Flexible Forecasting Stack. Proc. VLDB Endow. 17(12): 3883-3892 (2024)- [j177]Xi Fang, Weijie Xu, Fiona Anting Tan, Ziqing Hu, Jiani Zhang, Yanjun Qi, Srinivasan H. Sengamedu, Christos Faloutsos:
Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey. Trans. Mach. Learn. Res. 2024 (2024) - [j176]Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny:
Correction to: TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 33(1): 253 (2024) - [c482]Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany:
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI 2024: 22276-22284 - [c481]Hengrui Zhang
, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu:
Revisit Orthogonality in Graph-Regularized MLPs. CIKM 2024: 3145-3154 - [c480]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. EMNLP (Findings) 2024: 247-266 - [c479]Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis:
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage. EMNLP 2024: 21268-21286 - [c478]Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos:
Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. ICDE 2024: 1407-1420 - [c477]Yuze Lou, Chuan Lei, Xiao Qin, Zichen Wang, Christos Faloutsos, Rishita Anubhai, Huzefa Rangwala:
DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository? ICDE 2024: 5170-5176 - [c476]Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis:
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. ICLR 2024 - [c475]Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos:
NetInfoF Framework: Measuring and Exploiting Network Usable Information. ICLR 2024 - [c474]Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis:
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. ICLR 2024 - [c473]Da Zheng, Xiang Song, Qi Zhu, Jian Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis:
GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications. KDD 2024: 6356-6367 - [c472]Quan Gan, Minjie Wang, David Wipf, Christos Faloutsos:
Graph Machine Learning Meets Multi-Table Relational Data. KDD 2024: 6502-6512 - [c471]Lalithsai Posam, Shubhranshu Shekhar, Meng-Chieh Lee, Christos Faloutsos:
DiffFind: Discovering Differential Equations from Time Series. PAKDD (6) 2024: 175-187 - [c470]Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos:
NETEFFECT: Discovery and Exploitation of Generalized Network Effects. PAKDD (1) 2024: 299-312 - [c469]Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras:
EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. SDM 2024: 298-306 - [c468]Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos:
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. SIGIR 2024: 2662-2666 - [c467]Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang:
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. VLDB Workshops 2024 - [c466]Kentaro Miyake, Hiroyoshi Ito, Christos Faloutsos, Hirotomo Matsumoto, Atsuyuki Morishima:
NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features. WWW 2024: 2542-2551 - [i84]Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras:
EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. CoRR abs/2402.01902 (2024) - [i83]Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos:
NetInfoF Framework: Measuring and Exploiting Network Usable Information. CoRR abs/2402.07999 (2024) - [i82]Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis:
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. CoRR abs/2402.14361 (2024) - [i81]Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, Christos Faloutsos:
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey. CoRR abs/2402.17944 (2024) - [i80]Rohan Kumar, Youngmin Kim, Sunitha Ravi, Haitian Sun, Christos Faloutsos, Ruslan Salakhutdinov, Minji Yoon:
Automatic Question-Answer Generation for Long-Tail Knowledge. CoRR abs/2403.01382 (2024) - [i79]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR abs/2403.04735 (2024) - [i78]Christos Koutras, Jiani Zhang, Xiao Qin, Chuan Lei, Vasileios Ioannidis, Christos Faloutsos, George Karypis, Asterios Katsifodimos:
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories. CoRR abs/2403.07653 (2024) - [i77]Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos:
McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. CoRR abs/2403.08027 (2024) - [i76]Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang:
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR abs/2403.12339 (2024) - [i75]Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos:
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. CoRR abs/2404.01578 (2024) - [i74]Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang:
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs. CoRR abs/2404.18209 (2024) - [i73]Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li:
Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR abs/2406.03728 (2024) - [i72]Da Zheng, Xiang Song, Qi Zhu, Jiani Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis:
GraphStorm: all-in-one graph machine learning framework for industry applications. CoRR abs/2406.06022 (2024) - [i71]Jiaming Liang, Chuan Lei, Xiao Qin, Jiani Zhang, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala:
FeatNavigator: Automatic Feature Augmentation on Tabular Data. CoRR abs/2406.09534 (2024) - [i70]Shichang Zhang, Da Zheng, Jiani Zhang, Qi Zhu, Xiang Song, Soji Adeshina, Christos Faloutsos, George Karypis, Yizhou Sun:
Hierarchical Compression of Text-Rich Graphs via Large Language Models. CoRR abs/2406.11884 (2024) - 2023
- [j175]Serene W. H. Wong, Chiara Pastrello, Max Kotlyar, Christos Faloutsos, Igor Jurisica:
USNAP: fast unique dense region detection and its application to lung cancer. Bioinform. 39(8) (2023) - [j174]Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu:
Benefit-aware early prediction of health outcomes on multivariate EEG time series. J. Biomed. Informatics 139: 104296 (2023) - [j173]John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin:
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. 16(8): 2019-2032 (2023) - [j172]Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos:
DeltaShield: Information Theory for Human- Trafficking Detection. ACM Trans. Knowl. Discov. Data 17(2): 28:1-28:27 (2023) - [j171]Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos:
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. IEEE Trans. Vis. Comput. Graph. 29(1): 53-62 (2023) - [j170]Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho:
ExplainFix: Explainable spatially fixed deep networks. WIREs Data. Mining. Knowl. Discov. 13(2) (2023) - [j169]Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho:
DeepFixCX: Explainable privacy-preserving image compression for medical image analysis. WIREs Data. Mining. Knowl. Discov. 13(4) (2023) - [c465]Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI 2023: 16410-16412 - [c464]Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu:
Automatic Table Union Search with Tabular Representation Learning. ACL (Findings) 2023: 3786-3800 - [c463]Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang:
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. ACL (Findings) 2023: 10105-10118 - [c462]Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina:
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS 2023: 117-122 - [c461]Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos:
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM 2023: 4509-4515 - [c460]Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos:
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning. ICLR 2023 - [c459]Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos:
Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining. KDD 2023: 3128-3139 - [c458]Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos:
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. NeurIPS 2023 - [c457]Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis:
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. ECML/PKDD (3) 2023: 157-173 - [c456]Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun:
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW 2023: 3784-3793 - [i69]Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos:
UltraProp: Principled and Explainable Propagation on Large Graphs. CoRR abs/2301.00270 (2023) - [i68]Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu:
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization. CoRR abs/2302.00109 (2023) - [i67]Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun:
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR abs/2302.12465 (2023) - [i66]Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho:
ExplainFix: Explainable Spatially Fixed Deep Networks. CoRR abs/2303.10408 (2023) - [i65]Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis:
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. CoRR abs/2304.10668 (2023) - [i64]Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang:
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. CoRR abs/2307.01933 (2023) - [i63]Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos:
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. CoRR abs/2309.13885 (2023) - [i62]Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis:
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. CoRR abs/2310.09656 (2023) - [i61]Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis:
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection. CoRR abs/2310.20046 (2023) - 2022
- [j168]Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos:
Autonomous graph mining algorithm search with best performance trade-off. Knowl. Inf. Syst. 64(6): 1571-1602 (2022) - [j167]Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos:
Real-Time Anomaly Detection in Edge Streams. ACM Trans. Knowl. Discov. Data 16(4): 75:1-75:22 (2022) - [j166]Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali:
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs. World Wide Web 25(6): 2429-2453 (2022) - [c455]Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho:
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. BHI 2022: 1-4 - [c454]Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. IEEE Big Data 2022: 2214-2217 - [c453]Pedro Fidalgo, Rui J. Lopes, Christos Faloutsos:
Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks. IEEE Big Data 2022: 2239-2242 - [c452]Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc:
Nimble GNN Embedding with Tensor-Train Decomposition. KDD 2022: 2327-2335 - [c451]Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis:
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. LoG 2022: 35 - [c450]Hiroyoshi Ito, Christos Faloutsos:
DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks. SDM 2022: 46-54 - [c449]Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley:
Coarse-to-Fine Sparse Sequential Recommendation. SIGIR 2022: 2082-2086 - [c448]Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong:
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. WSDM 2022: 794-803 - [c447]Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany:
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. WWW (Companion Volume) 2022: 273-277 - [c446]Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos:
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking. WWW 2022: 1115-1126 - [c445]Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han:
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. WWW 2022: 3153-3161 - [i60]Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong:
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. CoRR abs/2202.07648 (2022) - [i59]Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley:
Coarse-to-Fine Sparse Sequential Recommendation. CoRR abs/2204.01839 (2022) - [i58]Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos:
CGC: Contrastive Graph Clustering for Community Detection and Tracking. CoRR abs/2204.08504 (2022) - [i57]Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han:
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. CoRR abs/2204.13874 (2022) - [i56]Bo He, Xiang Song, Vincent Gao, Christos Faloutsos:
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases. CoRR abs/2205.12318 (2022) - [i55]Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis:
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. CoRR abs/2206.04255 (2022) - [i54]Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos:
AutoGML: Fast Automatic Model Selection for Graph Machine Learning. CoRR abs/2206.09280 (2022) - [i53]Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc:
Nimble GNN Embedding with Tensor-Train Decomposition. CoRR abs/2206.10581 (2022) - [i52]Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho:
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. CoRR abs/2210.02241 (2022) - [i51]Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos:
SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success. CoRR abs/2210.04081 (2022) - 2021
- [j165]Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng:
EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection. Future Gener. Comput. Syst. 115: 236-250 (2021) - [j164]Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos:
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams. ACM Trans. Knowl. Discov. Data 15(3): 38:1-38:30 (2021) - [c444]Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis:
Gen2Out: Detecting and Ranking Generalized Anomalies. IEEE BigData 2021: 801-811 - [c443]Varun Embar, Andrey Kan, Bunyamin Sisman, Christos Faloutsos, Lise Getoor:
DiffXtract: Joint Discriminative Product Attribute-Value Extraction. ICBK 2021: 271-280 - [c442]Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos:
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. ICDE 2021: 1116-1127 - [c441]Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu:
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. L4DC 2021: 385-398 - [c440]Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang:
EX3: Explainable Attribute-aware Item-set Recommendations. RecSys 2021: 484-494 - [i50]Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis:
gen2Out: Detecting and Ranking Generalized Anomalies. CoRR abs/2109.02704 (2021) - [i49]Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu:
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series. CoRR abs/2111.06032 (2021) - 2020
- [j163]Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. 62(7): 2765-2794 (2020) - [j162]Panos Parchas, Yonatan Naamad, Peter Van Bouwel, Christos Faloutsos, Michalis Petropoulos:
Fast and Effective Distribution-Key Recommendation for Amazon Redshift. Proc. VLDB Endow. 13(11): 2411-2423 (2020) - [j161]Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos:
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams. ACM Trans. Knowl. Discov. Data 14(2): 12:1-12:39 (2020) - [j160]Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny:
TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 29(5): 1129-1148 (2020) - [j159]Dongjin Lee, Kijung Shin, Christos Faloutsos:
Temporal locality-aware sampling for accurate triangle counting in real graph streams. VLDB J. 29(6): 1501-1525 (2020) - [c439]Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos:
Midas: Microcluster-Based Detector of Anomalies in Edge Streams. AAAI 2020: 3242-3249 - [c438]Bryan Hooi, Kijung Shin, Hemank Lamba, Christos Faloutsos:
TellTail: Fast Scoring and Detection of Dense Subgraphs. AAAI 2020: 4150-4157 - [c437]Varun Embar, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Christos Faloutsos, Lise Getoor:
Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage. AKBC 2020 - [c436]Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos:
AutoAudit: Mining Accounting and Time-Evolving Graphs. IEEE BigData 2020: 950-956 - [c435]Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang:
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation. CIKM 2020: 2517-2524 - [c434]Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi:
Provably Robust Node Classification via Low-Pass Message Passing. ICDM 2020: 621-630 - [c433]Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos:
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. ICDM 2020: 751-760 - [c432]Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong:
J-Recs: Principled and Scalable Recommendation Justification. ICDM 2020: 1208-1213 - [c431]Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos:
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. KDD 2020: 503-512 - [c430]Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han:
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. KDD 2020: 2247-2257 - [c429]Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han:
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. KDD 2020: 2724-2734 - [c428]Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali:
TRIAGE: Temporal Twitter attribute graph patterns. WIMS 2020: 44-53 - [c427]Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page:
AutoBlock: A Hands-off Blocking Framework for Entity Matching. WSDM 2020: 744-752 - [c426]Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang:
Forecasting Big Time Series: Theory and Practice. WWW (Companion Volume) 2020: 320-321 - [c425]Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han:
Collective Multi-type Entity Alignment Between Knowledge Graphs. WWW 2020: 2241-2252 - [c424]Dhivya Eswaran, Srijan Kumar, Christos Faloutsos:
Higher-Order Label Homogeneity and Spreading in Graphs. WWW 2020: 2493-2499 - [i48]Dhivya Eswaran, Srijan Kumar, Christos Faloutsos:
Higher-Order Label Homogeneity and Spreading in Graphs. CoRR abs/2002.07833 (2020) - [i47]Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han:
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. CoRR abs/2006.10276 (2020) - [i46]Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos:
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. CoRR abs/2006.12001 (2020) - [i45]Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han:
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. CoRR abs/2006.13473 (2020) - [i44]Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos:
Real-Time Streaming Anomaly Detection in Dynamic Graphs. CoRR abs/2009.08452 (2020) - [i43]Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos:
AutoAudit: Mining Accounting and Time-Evolving Graphs. CoRR abs/2011.00447 (2020) - [i42]Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong:
J-Recs: Principled and Scalable Recommendation Justification. CoRR abs/2011.05928 (2020) - [i41]Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu:
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. CoRR abs/2011.10616 (2020) - [i40]Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos:
Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. CoRR abs/2011.13085 (2020) - [i39]Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos:
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. CoRR abs/2011.14925 (2020) - [i38]Shimiao Li, Amritanshu Pandey, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi:
Dynamic Graph-Based Anomaly Detection in the Electrical Grid. CoRR abs/2012.15006 (2020)
2010 – 2019
- 2019
- [j158]Miguel Araujo, Pedro Manuel Pinto Ribeiro, Hyun Ah Song, Christos Faloutsos:
TensorCast: forecasting and mining with coupled tensors. Knowl. Inf. Syst. 59(3): 497-522 (2019) - [j157]Te-En Wei, Hahn-Ming Lee, Albert B. Jeng, Hemank Lamba, Christos Faloutsos:
WebHound: a data-driven intrusion detection from real-world web access logs. Soft Comput. 23(22): 11947-11965 (2019) - [j156]Matthijs van Leeuwen, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos:
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). ACM Trans. Knowl. Discov. Data 13(1): 13:1-13:2 (2019) - [j155]Shenghua Liu, Bryan Hooi, Christos Faloutsos:
A Contrast Metric for Fraud Detection in Rich Graphs. IEEE Trans. Knowl. Data Eng. 31(12): 2235-2248 (2019) - [j154]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. 31(12): 2304-2318 (2019) - [c423]Dhivya Eswaran, Christos Faloutsos, Nina Mishra, Yonatan Naamad:
Intervention-Aware Early Warning. ICDM 2019: 1030-1035 - [c422]Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos:
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. KDD 2019: 596-606 - [c421]Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos:
Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. KDD 2019: 647-657 - [c420]Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang:
Forecasting Big Time Series: Theory and Practice. KDD 2019: 3209-3210 - [c419]Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng:
Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection. PAKDD (1) 2019: 541-554 - [c418]Bryan Hooi, Christos Faloutsos:
Branch and Border: Partition-Based Change Detection in Multivariate Time Series. SDM 2019: 504-512 - [c417]Bryan Hooi, Kijung Shin, Shenghua Liu, Christos Faloutsos:
SMF: Drift-Aware Matrix Factorization with Seasonal Patterns. SDM 2019: 621-629 - [c416]Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang:
Classical and Contemporary Approaches to Big Time Series Forecasting. SIGMOD Conference 2019: 2042-2047 - [i37]Marko Jereminov, Bryan Hooi, Amritanshu Pandey, Hyun Ah Song, Christos Faloutsos, Lawrence T. Pileggi:
Impact of Load Models on Power Flow Optimization. CoRR abs/1902.04154 (2019) - [i36]Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos:
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. CoRR abs/1905.08865 (2019) - [i35]Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos:
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. CoRR abs/1911.04464 (2019) - [i34]Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page:
AutoBlock: A Hands-off Blocking Framework for Entity Matching. CoRR abs/1912.03417 (2019) - 2018
- [j153]Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos:
Patterns and anomalies in k-cores of real-world graphs with applications. Knowl. Inf. Syst. 54(3): 677-710 (2018) - [j152]Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny:
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data. Proc. VLDB Endow. 11(11): 1496-1508 (2018) - [j151]Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang:
Forecasting Big Time Series: Old and New. Proc. VLDB Endow. 11(12): 2102-2105 (2018) - [j150]Kijung Shin, Bryan Hooi, Christos Faloutsos:
Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining. ACM Trans. Knowl. Discov. Data 12(3): 28:1-28:30 (2018) - [j149]Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu:
On Power Law Growth of Social Networks. IEEE Trans. Knowl. Data Eng. 30(9): 1727-1740 (2018) - [c415]Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha:
LinkNBed: Multi-Graph Representation Learning with Entity Linkage. ACL (1) 2018: 252-262 - [c414]Bryan Hooi, Leman Akoglu, Dhivya Eswaran, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos:
ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph. CIKM 2018: 507-516 - [c413]Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu:
Disk-based Matrix Completion for Memory Limited Devices. CIKM 2018: 1093-1102 - [c412]Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos:
Ares: Automatic Disaggregation of Historical Data. ICDE 2018: 65-76 - [c411]Dhivya Eswaran, Christos Faloutsos:
SedanSpot: Detecting Anomalies in Edge Streams. ICDM 2018: 953-958 - [c410]Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos:
TensorCast: Forecasting Time-Evolving Networks with Contextual Information. IJCAI 2018: 5199-5203 - [c409]Serene W. H. Wong, Chiara Pastrello, Max Kotlyar, Christos Faloutsos, Igor Jurisica:
SDREGION: Fast Spotting of Changing Communities in Biological Networks. KDD 2018: 867-875 - [c408]Dhivya Eswaran, Christos Faloutsos, Sudipto Guha, Nina Mishra:
SpotLight: Detecting Anomalies in Streaming Graphs. KDD 2018: 1378-1386 - [c407]Kijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos:
Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams. PAKDD (3) 2018: 651-663 - [c406]Bryan Hooi, Dhivya Eswaran, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos:
GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid. ECML/PKDD (1) 2018: 71-86 - [c405]Dhivya Eswaran, Reihaneh Rabbany, Artur W. Dubrawski, Christos Faloutsos:
Social-Affiliation Networks: Patterns and the SOAR Model. ECML/PKDD (2) 2018: 105-121 - [c404]Nikhil Gupta, Dhivya Eswaran, Neil Shah, Leman Akoglu, Christos Faloutsos:
Beyond Outlier Detection: LookOut for Pictorial Explanation. ECML/PKDD (1) 2018: 122-138 - [c403]Aastha Nigam, Kijung Shin, Ashwin Bahulkar, Bryan Hooi, David Hachen, Boleslaw K. Szymanski, Christos Faloutsos, Nitesh V. Chawla:
ONE-M: Modeling the Co-evolution of Opinions and Network Connections. ECML/PKDD (2) 2018: 122-140 - [c402]Kijung Shin, Jisu Kim, Bryan Hooi, Christos Faloutsos:
Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions. ECML/PKDD (2) 2018: 141-157 - [c401]Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos:
StreamCast: Fast and Online Mining of Power Grid Time Sequences. SDM 2018: 531-539 - [c400]Rohan Kumar, Mohit Kumar, Neil Shah, Christos Faloutsos:
Did We Get It Right? Predicting Query Performance in e-Commerce Search. eCOM@SIGIR 2018 - [c399]Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian:
REV2: Fraudulent User Prediction in Rating Platforms. WSDM 2018: 333-341 - [r2]Duen Horng Chau, Christos Faloutsos:
Fraud Detection Using Social Network Analysis: A Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i33]Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos:
Out-of-Core and Distributed Algorithms for Dense Subtensor Mining. CoRR abs/1802.01065 (2018) - [i32]Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos:
DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams. CoRR abs/1802.04249 (2018) - [i31]Rakshit Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong:
LinkNBed: Multi-Graph Representation Learning with Entity Linkage. CoRR abs/1807.08447 (2018) - [i30]Rohan Kumar, Mohit Kumar, Neil Shah, Christos Faloutsos:
Did We Get It Right? Predicting Query Performance in E-commerce Search. CoRR abs/1808.00239 (2018) - 2017
- [b6]Danai Koutra, Christos Faloutsos:
Individual and Collective Graph Mining: Principles, Algorithms, and Applications. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00783-5 - [j148]Neil Shah, Danai Koutra, Lisa Jin, Tianmin Zou, Brian Gallagher, Christos Faloutsos:
On Summarizing Large-Scale Dynamic Graphs. IEEE Data Eng. Bull. 40(3): 75-88 (2017) - [j147]Sang-Chul Lee, Christos Faloutsos, Dong-Kyu Chae, Sang-Wook Kim:
Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors. IEICE Trans. Inf. Syst. 100-D(10): 2659-2663 (2017) - [j146]Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee:
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. 33(2): 517-536 (2017) - [j145]Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos, Disha Makhija, Mohit Kumar:
ZooBP: Belief Propagation for Heterogeneous Networks. Proc. VLDB Endow. 10(5): 625-636 (2017) - [j144]Pravallika Devineni, Danai Koutra, Michalis Faloutsos, Christos Faloutsos:
Facebook wall posts: a model of user behaviors. Soc. Netw. Anal. Min. 7(1): 6:1-6:15 (2017) - [j143]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms. ACM Trans. Intell. Syst. Technol. 8(2): 16:1-16:44 (2017) - [j142]Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang:
comeNgo: A Dynamic Model for Social Group Evolution. ACM Trans. Knowl. Discov. Data 11(4): 41:1-41:22 (2017) - [j141]Bryan Hooi, Kijung Shin, Hyun Ah Song, Alex Beutel, Neil Shah, Christos Faloutsos:
Graph-Based Fraud Detection in the Face of Camouflage. ACM Trans. Knowl. Discov. Data 11(4): 44:1-44:26 (2017) - [j140]Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. ACM Trans. Knowl. Discov. Data 11(4): 49:1-49:23 (2017) - [j139]Yang Weng, Rohit Negi, Christos Faloutsos, Marija D. Ilic:
Robust Data-Driven State Estimation for Smart Grid. IEEE Trans. Smart Grid 8(4): 1956-1967 (2017) - [j138]Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos:
Tensor Decomposition for Signal Processing and Machine Learning. IEEE Trans. Signal Process. 65(13): 3551-3582 (2017) - [j137]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web 11(2): 11:1-11:40 (2017) - [j136]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities. World Wide Web 20(3): 439-465 (2017) - [c398]Shenghua Liu, Bryan Hooi, Christos Faloutsos:
HoloScope: Topology-and-Spike Aware Fraud Detection. CIKM 2017: 1539-1548 - [c397]Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos:
M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. DSAA 2017: 341-350 - [c396]Angen Zheng, Alexandros Labrinidis, Christos Faloutsos:
Skew-Resistant Graph Partitioning. ICDE 2017: 151-154 - [c395]Miguel Ramos de Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos:
TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award). ICDM 2017: 71-80 - [c394]Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny:
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series. ICDM Workshops 2017: 494-501 - [c393]Sebastian Goebl, Srijan Kumar, Christos Faloutsos:
Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs. ICDM 2017: 877-882 - [c392]Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos:
The Many Faces of Link Fraud. ICDM 2017: 1069-1074 - [c391]Pedro Costa, Aurélio J. C. Campilho, Bryan Hooi, Asim Smailagic, Kris Kitani, Shenghua Liu, Christos Faloutsos, Adrian Galdran:
EyeQual: Accurate, Explainable, Retinal Image Quality Assessment. ICMLA 2017: 323-330 - [c390]Marko Jereminov, Amritanshu Pandey, Hyun Ah Song, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi:
Linear load model for robust power system analysis. ISGT Europe 2017: 1-6 - [c389]Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu:
Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity. KDD 2017: 565-574 - [c388]Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos:
DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. KDD 2017: 1057-1066 - [c387]Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot:
PNP: Fast Path Ensemble Method for Movie Design. KDD 2017: 1527-1536 - [c386]Reihaneh Rabbany, Dhivya Eswaran, Artur W. Dubrawski, Christos Faloutsos:
Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe). PAKDD (1) 2017: 225-237 - [c385]Bryan Hooi, Shenghua Liu, Asim Smailagic, Christos Faloutsos:
BeatLex: Summarizing and Forecasting Time Series with Patterns. ECML/PKDD (2) 2017: 3-19 - [c384]Hemank Lamba, Bryan Hooi, Kijung Shin, Christos Faloutsos, Jürgen Pfeffer:
zooRank: Ranking Suspicious Entities in Time-Evolving Tensors. ECML/PKDD (1) 2017: 68-84 - [c383]Hyun Ah Song, Bryan Hooi, Marko Jereminov, Amritanshu Pandey, Larry T. Pileggi, Christos Faloutsos:
PowerCast: Mining and Forecasting Power Grid Sequences. ECML/PKDD (2) 2017: 606-621 - [c382]Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos:
VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. SDM 2017: 108-116 - [c381]Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos:
The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation. SDM 2017: 144-152 - [c380]Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos:
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM 2017: 216-227 - [c379]Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos:
H-Fuse: Efficient Fusion of Aggregated Historical Data. SDM 2017: 786-794 - [c378]Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos:
D-Cube: Dense-Block Detection in Terabyte-Scale Tensors. WSDM 2017: 681-689 - [c377]Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
S-HOT: Scalable High-Order Tucker Decomposition. WSDM 2017: 761-770 - [c376]Tsubasa Takahashi, Bryan Hooi, Christos Faloutsos:
AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization. WWW 2017: 213-221 - [c375]Sang-Chul Lee, Christos Faloutsos, Dong-Kyu Chae, Sang-Wook Kim:
On Detecting Frauds in Comparison-Shopping Services. WWW (Companion Volume) 2017: 811-812 - [c374]Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu:
Quantifying Structural Patterns of Information Cascades. WWW (Companion Volume) 2017: 867-868 - [i29]Siheng Chen, Sufeng Niu, Leman Akoglu, Jelena Kovacevic, Christos Faloutsos:
Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm. CoRR abs/1702.05764 (2017) - [i28]Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian:
FairJudge: Trustworthy User Prediction in Rating Platforms. CoRR abs/1703.10545 (2017) - [i27]Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos:
OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection. CoRR abs/1704.01420 (2017) - [i26]Shenghua Liu, Bryan Hooi, Christos Faloutsos:
HoloScope: Topology-and-Spike Aware Fraud Detection. CoRR abs/1705.02505 (2017) - [i25]Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos:
DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. CoRR abs/1706.03374 (2017) - [i24]Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu:
Structural patterns of information cascades and their implications for dynamics and semantics. CoRR abs/1708.02377 (2017) - [i23]Nikhil Gupta, Dhivya Eswaran, Neil Shah, Leman Akoglu, Christos Faloutsos:
LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector. CoRR abs/1710.05333 (2017) - [i22]Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng:
EagleMine: Vision-Guided Mining in Large Graphs. CoRR abs/1710.08756 (2017) - 2016
- [j135]Evangelos E. Papalexakis, Christos Faloutsos:
Unsupervised Tensor Mining for Big Data Practitioners. Big Data 4(3): 179-191 (2016) - [j134]Meng Jiang, Peng Cui, Christos Faloutsos:
Suspicious Behavior Detection: Current Trends and Future Directions. IEEE Intell. Syst. 31(1): 31-39 (2016) - [j133]Miguel Araujo, Stephan Günnemann, Spiros Papadimitriou, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Discovery of "comet" communities in temporal and labeled graphs Com^2. Knowl. Inf. Syst. 46(3): 657-677 (2016) - [j132]Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
Inferring lockstep behavior from connectivity pattern in large graphs. Knowl. Inf. Syst. 48(2): 399-428 (2016) - [j131]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications. Stat. Anal. Data Min. 9(4): 269-290 (2016) - [j130]Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos:
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning. ACM Trans. Knowl. Discov. Data 10(3): 23:1-23:30 (2016) - [j129]Danai Koutra, Neil Shah, Joshua T. Vogelstein, Brian Gallagher, Christos Faloutsos:
DeltaCon: Principled Massive-Graph Similarity Function with Attribution. ACM Trans. Knowl. Discov. Data 10(3): 28:1-28:43 (2016) - [j128]Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach. ACM Trans. Knowl. Discov. Data 10(4): 35:1-35:27 (2016) - [j127]Chen Chen, Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos:
Eigen-Optimization on Large Graphs by Edge Manipulation. ACM Trans. Knowl. Discov. Data 10(4): 49:1-49:30 (2016) - [j126]Chen Chen, Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau:
Node Immunization on Large Graphs: Theory and Algorithms. IEEE Trans. Knowl. Data Eng. 28(1): 113-126 (2016) - [j125]Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos:
Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms. IEEE Trans. Knowl. Data Eng. 28(8): 2187-2200 (2016) - [j124]Inah Jeon, Evangelos E. Papalexakis, Christos Faloutsos, Lee Sael, U Kang:
Mining billion-scale tensors: algorithms and discoveries. VLDB J. 25(4): 519-544 (2016) - [c373]Priya Govindan, Sucheta Soundarajan, Tina Eliassi-Rad, Christos Faloutsos:
NimbleCore: A space-efficient external memory algorithm for estimating core numbers. ASONAM 2016: 207-214 - [c372]Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim, U Kang, Jiwoon Ha:
PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information. CIKM 2016: 629-638 - [c371]Siheng Chen, Yaoqing Yang, Christos Faloutsos, Jelena Kovacevic:
Monitoring Manhattan's traffic at 5 intersections? GlobalSIP 2016: 1270-1274 - [c370]Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. ICDM 2016: 91-100 - [c369]Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian, Christos Faloutsos:
Edge Weight Prediction in Weighted Signed Networks. ICDM 2016: 221-230 - [c368]Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos:
EdgeCentric: Anomaly Detection in Edge-Attributed Networks. ICDM Workshops 2016: 327-334 - [c367]Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos:
CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms. ICDM 2016: 469-478 - [c366]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM 2016: 871-876 - [c365]Flavio V. D. de Figueiredo, Bruno Ribeiro, Christos Faloutsos, Nazareno Andrade, Jussara M. Almeida:
Mining Online Music Listening Trajectories. ISMIR 2016: 688-694 - [c364]Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos:
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage. KDD 2016: 895-904 - [c363]Meng Jiang, Christos Faloutsos, Jiawei Han:
CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors. KDD 2016: 945-954 - [c362]Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang:
Come-and-Go Patterns of Group Evolution: A Dynamic Model. KDD 2016: 1355-1364 - [c361]Chengxi Zang, Peng Cui, Christos Faloutsos:
Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications. KDD 2016: 2015-2024 - [c360]Huy Hang, Adnan Bashir, Michalis Faloutsos, Christos Faloutsos, Tudor Dumitras:
"Infect-me-not": A user-centric and site-centric study of web-based malware. Networking 2016: 234-242 - [c359]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) 2016: 376-387 - [c358]Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos:
FastStep: Scalable Boolean Matrix Decomposition. PAKDD (1) 2016: 461-473 - [c357]Kijung Shin, Bryan Hooi, Christos Faloutsos:
M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees. ECML/PKDD (1) 2016: 264-280 - [c356]Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos:
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. SDM 2016: 495-503 - [c355]Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa:
CAMLP: Confidence-Aware Modulated Label Propagation. SDM 2016: 513-521 - [c354]Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Christos Faloutsos, Danai Koutra, Jie Tang:
On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. SDM 2016: 783-791 - [c353]Flavio V. D. de Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos:
TribeFlow: Mining & Predicting User Trajectories. WWW 2016: 695-706 - [c352]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
Non-Linear Mining of Competing Local Activities. WWW 2016: 737-747 - [c351]Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos:
Mining Big Time-series Data on the Web. WWW (Companion Volume) 2016: 1029-1032 - [p15]Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos:
Adaptive, Automatic Stream Mining. Data Stream Management 2016: 499-528 - [i21]Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos:
M3A: Model, MetaModel, and Anomaly Detection in Web Searches. CoRR abs/1606.05978 (2016) - [i20]Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos:
Tensor Decomposition for Signal Processing and Machine Learning. CoRR abs/1607.01668 (2016) - [i19]Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot:
PNP: Fast Path Ensemble Method for Movie Design. CoRR abs/1611.02388 (2016) - 2015
- [j123]Saket Navlakha, Christos Faloutsos, Ziv Bar-Joseph:
MassExodus: modeling evolving networks in harsh environments. Data Min. Knowl. Discov. 29(5): 1211-1232 (2015) - [j122]Jiwoon Ha, Sang-Wook Kim, Christos Faloutsos, Sunju Park:
An analysis on information diffusion through BlogCast in a blogosphere. Inf. Sci. 290: 45-62 (2015) - [j121]Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos:
Estimating robustness in large social graphs. Knowl. Inf. Syst. 45(3): 645-678 (2015) - [j120]Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos:
Linearized and Single-Pass Belief Propagation. Proc. VLDB Endow. 8(5): 581-592 (2015) - [j119]Danai Koutra, Di Jin, Yuanshi Ning, Christos Faloutsos:
Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool. Proc. VLDB Endow. 8(12): 1924-1927 (2015) - [j118]Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos:
Summarizing and understanding large graphs. Stat. Anal. Data Min. 8(3): 183-202 (2015) - [j117]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data 9(3): 24:1-24:31 (2015) - [j116]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition. ACM Trans. Knowl. Discov. Data 10(1): 3:1-3:25 (2015) - [c350]Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa:
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation. AAAI 2015: 3122-3128 - [c349]Pravallika Devineni, Danai Koutra, Michalis Faloutsos, Christos Faloutsos:
If walls could talk: Patterns and anomalies in Facebook wallposts. ASONAM 2015: 367-374 - [c348]Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos:
Scalable community discovery from multi-faceted graphs. IEEE BigData 2015: 1053-1062 - [c347]Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos:
Location based Social Network analysis using Tensors and Signal Processing tools. CAMSAP 2015: 93-96 - [c346]Alex Beutel, Leman Akoglu, Christos Faloutsos:
Fraud Detection through Graph-Based User Behavior Modeling. CCS 2015: 1696-1697 - [c345]Noboru Matsuda, Tadanobu Furukawa, Norman L. Bier, Christos Faloutsos:
Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement. EDM 2015: 101-108 - [c344]Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu:
Translation Invariant Word Embeddings. EMNLP 2015: 1084-1088 - [c343]Evangelos E. Papalexakis, Christos Faloutsos:
Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. ICASSP 2015: 5441-5445 - [c342]Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos:
HaTen2: Billion-scale tensor decompositions. ICDE 2015: 1047-1058 - [c341]Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos:
Automatic Taxonomy Extraction from Bipartite Graphs. ICDM 2015: 221-230 - [c340]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Education, Learning and Information Theory. ICDM Workshops 2015: 269-272 - [c339]Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos:
A General Suspiciousness Metric for Dense Blocks in Multimodal Data. ICDM 2015: 781-786 - [c338]Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa:
Patterns in Interactive Tagging Networks. ICWSM 2015: 513-522 - [c337]Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos:
RSC: Mining and Modeling Temporal Activity in Social Media. KDD 2015: 269-278 - [c336]Neil Shah, Danai Koutra, Tianmin Zou, Brian Gallagher, Christos Faloutsos:
TimeCrunch: Interpretable Dynamic Graph Summarization. KDD 2015: 1055-1064 - [c335]Alex Beutel, Leman Akoglu, Christos Faloutsos:
Graph-Based User Behavior Modeling: From Prediction to Fraud Detection. KDD 2015: 2309-2310 - [c334]Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Christos Faloutsos, Athena Vakali:
Retweeting Activity on Twitter: Signs of Deception. PAKDD (1) 2015: 122-134 - [c333]Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali:
ND-Sync: Detecting Synchronized Fraud Activities. PAKDD (2) 2015: 201-214 - [c332]Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa:
SocNL: Bayesian Label Propagation with Confidence. PAKDD (1) 2015: 633-645 - [c331]Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell:
Principled Neuro-Functional Connectivity Discovery. SDM 2015: 631-639 - [c330]Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos:
Mining and Forecasting of Big Time-series Data. SIGMOD Conference 2015: 919-922 - [c329]Bruno Ribeiro, Christos Faloutsos:
Modeling Website Popularity Competition in the Attention-Activity Marketplace. WSDM 2015: 389-398 - [c328]Tobias Kötter, Stephan Günnemann, Christos Faloutsos, Michael R. Berthold:
Extracting Taxonomies from Bipartite Graphs. WWW (Companion Volume) 2015: 51-52 - [c327]Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa:
Why Do You Follow Him?: Multilinear Analysis on Twitter. WWW (Companion Volume) 2015: 137-138 - [c326]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. WWW 2015: 721-731 - [i18]José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Large Graph Analysis in the GMine System. CoRR abs/1505.07777 (2015) - [i17]José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec:
GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR abs/1506.03847 (2015) - [i16]José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
SuperGraph Visualization. CoRR abs/1506.04606 (2015) - [i15]Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos:
EdgeCentric: Anomaly Detection in Edge-Attributed Networks. CoRR abs/1510.05544 (2015) - [i14]Flavio V. D. de Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos:
TribeFlow: Mining & Predicting User Trajectories. CoRR abs/1511.01032 (2015) - [i13]Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos:
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. CoRR abs/1511.06030 (2015) - 2014
- [j115]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data 2(4): 216-229 (2014) - [j114]Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Luciana A. S. Romani, Priscila P. Coltri, Tamires T. Souza, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. 264: 211-229 (2014) - [j113]Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park:
Accurate Approximation of the Earth Mover's Distance in Linear Time. J. Comput. Sci. Technol. 29(1): 142-154 (2014) - [j112]B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos:
Efficiently spotting the starting points of an epidemic in a large graph. Knowl. Inf. Syst. 38(1): 35-59 (2014) - [j111]Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos:
SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. 4(1): 240 (2014) - [j110]Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos:
Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition. IEEE Signal Process. Mag. 31(5): 57-70 (2014) - [j109]Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos:
On Constructing Seminal Paper Genealogy. IEEE Trans. Cybern. 44(1): 54-65 (2014) - [j108]U Kang, Brendan Meeder, Evangelos E. Papalexakis, Christos Faloutsos:
HEigen: Spectral Analysis for Billion-Scale Graphs. IEEE Trans. Knowl. Data Eng. 26(2): 350-362 (2014) - [j107]Yongsub Lim, U Kang, Christos Faloutsos:
SlashBurn: Graph Compression and Mining beyond Caveman Communities. IEEE Trans. Knowl. Data Eng. 26(12): 3077-3089 (2014) - [c325]Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos:
A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). ICASSP 2014: 1-5 - [c324]Christina Christodoulakis, Christos Faloutsos, Renée J. Miller:
VoidWiz: Resolving incompleteness using network effects. ICDE 2014: 1230-1233 - [c323]Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos:
Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. ICDM 2014: 959-964 - [c322]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. KDD 2014: 95-104 - [c321]Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos:
FUNNEL: automatic mining of spatially coevolving epidemics. KDD 2014: 105-114 - [c320]Stephan Günnemann, Nikou Günnemann, Christos Faloutsos:
Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution. KDD 2014: 841-850 - [c319]Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
CatchSync: catching synchronized behavior in large directed graphs. KDD 2014: 941-950 - [c318]Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao:
MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. PAKDD (1) 2014: 1-14 - [c317]Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
Inferring Strange Behavior from Connectivity Pattern in Social Networks. PAKDD (1) 2014: 126-138 - [c316]Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos:
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) 2014: 198-209 - [c315]Miguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. PAKDD (2) 2014: 271-283 - [c314]U Kang, Jay Yoon Lee, Danai Koutra, Christos Faloutsos:
Net-Ray: Visualizing and Mining Billion-Scale Graphs. PAKDD (1) 2014: 348-361 - [c313]Yibin Lin, Agha Ali Raza, Jay Yoon Lee, Danai Koutra, Roni Rosenfeld, Christos Faloutsos:
Influence Propagation: Patterns, Model and a Case Study. PAKDD (1) 2014: 386-397 - [c312]Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos:
Fault-Tolerant Concept Detection in Information Networks. PAKDD (1) 2014: 410-421 - [c311]Miguel Araujo, Stephan Günnemann, Gonzalo Mateos, Christos Faloutsos:
Beyond Blocks: Hyperbolic Community Detection. ECML/PKDD (1) 2014: 50-65 - [c310]Yang Weng, Christos Faloutsos, Marija D. Ilic:
PowerScope: Early Event Detection and Identification in Electric Power Systems. DARE 2014: 67-80 - [c309]Flavio V. D. de Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos:
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. ECML/PKDD (1) 2014: 386-401 - [c308]Qiang Qu, Siyuan Liu, Christian S. Jensen, Feida Zhu, Christos Faloutsos:
Interestingness-Driven Diffusion Process Summarization in Dynamic Networks. ECML/PKDD (2) 2014: 597-613 - [c307]Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos:
VOG: Summarizing and Understanding Large Graphs. SDM 2014: 91-99 - [c306]Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing:
FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. SDM 2014: 109-117 - [c305]Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy:
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. SDM 2014: 118-126 - [c304]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
AutoPlait: automatic mining of co-evolving time sequences. SIGMOD Conference 2014: 193-204 - [c303]Yang Weng, Christos Faloutsos, Marija D. Ilic:
Data-driven topology estimation. SmartGridComm 2014: 560-565 - [c302]Christos Faloutsos:
Large graph mining: patterns, cascades, fraud detection, and algorithms. WWW 2014: 1-2 - [c301]Alex Beutel, Kenton Murray, Christos Faloutsos, Alexander J. Smola:
CoBaFi: collaborative bayesian filtering. WWW 2014: 97-108 - [c300]Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim:
Trust prediction using positive, implicit, and negative information. WWW (Companion Volume) 2014: 303-304 - [c299]Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
Detecting suspicious following behavior in multimillion-node social networks. WWW (Companion Volume) 2014: 305-306 - [c298]Nikou Günnemann, Stephan Günnemann, Christos Faloutsos:
Robust multivariate autoregression for anomaly detection in dynamic product ratings. WWW 2014: 361-372 - [c297]Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos:
Spotting misbehaviors in location-based social networks using tensors. WWW (Companion Volume) 2014: 551-552 - [p14]U Kang, Christos Faloutsos:
Mining Tera-Scale Graphs with "Pegasus": Algorithms and Discoveries. Large-Scale Data Analytics 2014: 75-99 - [i12]Bruno Ribeiro, Christos Faloutsos:
Modeling Website Popularity Competition in the Attention-Activity Marketplace. CoRR abs/1403.0600 (2014) - [i11]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR abs/1403.4997 (2014) - [i10]Flavio V. D. de Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos:
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. CoRR abs/1405.1459 (2014) - [i9]Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos:
VoG: Summarizing and Understanding Large Graphs. CoRR abs/1406.3411 (2014) - [i8]Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos:
Linearized and Turbo Belief Propagation. CoRR abs/1406.7288 (2014) - [i7]Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen W. Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo:
Standards for Graph Algorithm Primitives. CoRR abs/1408.0393 (2014) - [i6]Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos:
Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. CoRR abs/1410.3915 (2014) - 2013
- [b5]Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Jr.:
Data Mining in Large Sets of Complex Data. Springer Briefs in Computer Science, Springer 2013, ISBN 978-1-4471-4889-0, pp. I-XI, 1-116 - [j106]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang:
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comput. Math. Methods Medicine 2013: 545613:1-545613:12 (2013) - [j105]Evangelos E. Papalexakis, U Kang, Christos Faloutsos, Nicholas D. Sidiropoulos, Abhay Harpale:
Large Scale Tensor Decompositions: Algorithmic Developments and Applications. IEEE Data Eng. Bull. 36(3): 59-66 (2013) - [j104]Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos:
Competing Memes Propagation on Networks: A Network Science Perspective. IEEE J. Sel. Areas Commun. 31(6): 1049-1060 (2013) - [j103]José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. 25(1): 106-118 (2013) - [j102]Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. 25(2): 387-401 (2013) - [c296]Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou:
TSum: fast, principled table summarization. AdKDD@KDD 2013: 2:1-2:9 - [c295]Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos:
Spatio-temporal mining of software adoption & penetration. ASONAM 2013: 878-885 - [c294]Dana Movshovitz-Attias, Yair Movshovitz-Attias, Peter Steenkiste, Christos Faloutsos:
Analysis of the reputation system and user contributions on a question answering website: StackOverflow. ASONAM 2013: 886-893 - [c293]Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos:
Network similarity via multiple social theories. ASONAM 2013: 1439-1440 - [c292]Guangyu Xia, Tongbo Huang, Yifei Ma, Roger B. Dannenberg, Christos Faloutsos:
MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases. CMMR 2013: 259-276 - [c291]Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo:
Standards for graph algorithm primitives. HPEC 2013: 1-2 - [c290]Stephan Günnemann, Christos Faloutsos:
Mixed Membership Subspace Clustering. ICDM 2013: 221-230 - [c289]Leman Akoglu, Rishi Chandy, Christos Faloutsos:
Opinion Fraud Detection in Online Reviews by Network Effects. ICWSM 2013 - [c288]Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh:
Why people hate your app: making sense of user feedback in a mobile app store. KDD 2013: 1276-1284 - [c287]Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen:
Detecting insider threats in a real corporate database of computer usage activity. KDD 2013: 1393-1401 - [c286]Xuetao Wei, Nicholas Valler, Michalis Faloutsos, Iulian Neamtiu, B. Aditya Prakash, Christos Faloutsos:
Smartphone viruses propagation on heterogeneous composite networks. NSW 2013: 106-109 - [c285]Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos:
F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98 - [c284]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang:
EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops 2013: 155-167 - [c283]Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos:
Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model. PAKDD (1) 2013: 201-212 - [c282]Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh:
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM 2013: 28-36 - [c281]Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken:
Mining Connection Pathways for Marked Nodes in Large Graphs. SDM 2013: 37-45 - [c280]Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein:
DELTACON: A Principled Massive-Graph Similarity Function. SDM 2013: 162-170 - [c279]Lada A. Adamic, Christos Faloutsos, Theodore J. Iwashyna, B. Aditya Prakash, Hanghang Tong:
Fractional Immunization in Networks. SDM 2013: 659-667 - [c278]Leman Akoglu, Christos Faloutsos:
Anomaly, event, and fraud detection in large network datasets. WSDM 2013: 773-774 - [c277]Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, Christos Faloutsos:
CopyCatch: stopping group attacks by spotting lockstep behavior in social networks. WWW 2013: 119-130 - [c276]Jay Yoon Lee, U Kang, Danai Koutra, Christos Faloutsos:
Fast anomaly detection despite the duplicates. WWW (Companion Volume) 2013: 195-196 - [c275]Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Antonio Alfredo Ferreira Loureiro:
The self-feeding process: a unifying model for communication dynamics in the web. WWW 2013: 1319-1330 - [p13]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu:
Dimensionality Reduction and Filtering on Time Series Sensor Streams. Managing and Mining Sensor Data 2013: 103-141 - [e8]Jon G. Rokne, Christos Faloutsos:
Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013. ACM 2013, ISBN 978-1-4503-2240-9 [contents] - [e7]Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Christos Faloutsos:
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2329-1 [contents] - [i5]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization. CoRR abs/1302.7043 (2013) - [i4]Danai Koutra, Joshua T. Vogelstein, Christos Faloutsos:
DELTACON: A Principled Massive-Graph Similarity Function. CoRR abs/1304.4657 (2013) - 2012
- [b4]Deepayan Chakrabarti, Christos Faloutsos:
Graph Mining: Laws, Tools, and Case Studies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00775-0 - [j101]Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos:
Competing memes propagation on networks: a case study of composite networks. Comput. Commun. Rev. 42(5): 5-12 (2012) - [j100]Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoffrey J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane:
Top-10 Data Mining Case Studies. Int. J. Inf. Technol. Decis. Mak. 11(2): 389-400 (2012) - [j99]Koji Maruhashi, Fan Guo, Christos Faloutsos:
MultiAspectForensics: mining large heterogeneous networks using tensor. Int. J. Web Eng. Technol. 7(4): 302-322 (2012) - [j98]Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad:
Gateway finder in large graphs: problem definitions and fast solutions. Inf. Retr. 15(3-4): 391-411 (2012) - [j97]Hsing-Kuo Pao, Ching-Hao Mao, Hahn-Ming Lee, Chi-Dong Chen, Christos Faloutsos:
An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection. J. Inf. Sci. Eng. 28(2): 243-262 (2012) - [j96]B. Aditya Prakash, Deepayan Chakrabarti, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos:
Threshold conditions for arbitrary cascade models on arbitrary networks. Knowl. Inf. Syst. 33(3): 549-575 (2012) - [j95]Ahmed Metwally, Christos Faloutsos:
V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors. Proc. VLDB Endow. 5(8): 704-715 (2012) - [j94]B. Aditya Prakash, Christos Faloutsos:
Understanding and Managing Cascades on Large Graphs. Proc. VLDB Endow. 5(12): 2024-2025 (2012) - [j93]U Kang, Christos Faloutsos:
Big graph mining: algorithms and discoveries. SIGKDD Explor. 14(2): 29-36 (2012) - [j92]Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro, Christos Faloutsos:
Forecasting in the NBA and other team sports: Network effects in action. ACM Trans. Knowl. Discov. Data 6(3): 13:1-13:27 (2012) - [j91]U Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos:
gbase: an efficient analysis platform for large graphs. VLDB J. 21(5): 637-650 (2012) - [c274]Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos:
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. ASONAM 2012: 696-698 - [c273]Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos:
Gelling, and melting, large graphs by edge manipulation. CIKM 2012: 245-254 - [c272]Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos:
Fast and reliable anomaly detection in categorical data. CIKM 2012: 415-424 - [c271]Jiwoon Ha, Soon-Hyoung Kwon, Sang-Wook Kim, Christos Faloutsos, Sunju Park:
Top-N recommendation through belief propagation. CIKM 2012: 2343-2346 - [c270]U Kang, Duen Horng Chau, Christos Faloutsos:
Pegasus: Mining billion-scale graphs in the cloud. ICASSP 2012: 5341-5344 - [c269]B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos:
Spotting Culprits in Epidemics: How Many and Which Ones? ICDM 2012: 11-20 - [c268]Koji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos:
EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks. ICDM Workshops 2012: 234-241 - [c267]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Rise and fall patterns of information diffusion: model and implications. KDD 2012: 6-14 - [c266]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa:
Fast mining and forecasting of complex time-stamped events. KDD 2012: 271-279 - [c265]U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos:
GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. KDD 2012: 316-324 - [c264]Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos:
Interacting viruses in networks: can both survive? KDD 2012: 426-434 - [c263]Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos:
RainMon: an integrated approach to mining bursty timeseries monitoring data. KDD 2012: 1158-1166 - [c262]Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li:
RolX: structural role extraction & mining in large graphs. KDD 2012: 1231-1239 - [c261]Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos:
TourViz: interactive visualization of connection pathways in large graphs. KDD 2012: 1516-1519 - [c260]Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos:
Quantifying Reciprocity in Large Weighted Communication Networks. PAKDD (2) 2012: 85-96 - [c259]Danai Koutra, Evangelos E. Papalexakis, Christos Faloutsos:
TensorSplat: Spotting Latent Anomalies in Time. Panhellenic Conference on Informatics 2012: 144-149 - [c258]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
ParCube: Sparse Parallelizable Tensor Decompositions. ECML/PKDD (1) 2012: 521-536 - [c257]Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos:
PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. SDM 2012: 439-450 - [c256]Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos:
Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection. SDM 2012: 942-953 - [c255]Christos Faloutsos, U Kang:
Managing and mining large graphs: patterns and algorithms. SIGMOD Conference 2012: 585-588 - [c254]Leman Akoglu, Duen Horng Chau, U Kang, Danai Koutra, Christos Faloutsos:
OPAvion: mining and visualization in large graphs. SIGMOD Conference 2012: 717-720 - [c253]Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos:
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference 2012: 865 - [c252]B. Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos:
Winner takes all: competing viruses or ideas on fair-play networks. WWW 2012: 1037-1046 - [i3]Ahmed Metwally, Christos Faloutsos:
V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors. CoRR abs/1204.6077 (2012) - [i2]Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos:
NetSimile: A Scalable Approach to Size-Independent Network Similarity. CoRR abs/1209.2684 (2012) - 2011
- [j90]Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos:
Outlier detection by example. J. Intell. Inf. Syst. 36(2): 217-247 (2011) - [j89]U Kang, Charalampos E. Tsourakakis, Christos Faloutsos:
PEGASUS: mining peta-scale graphs. Knowl. Inf. Syst. 27(2): 303-325 (2011) - [j88]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Scott Faro, Feroze B. Mohamed:
TWave: High-order analysis of functional MRI. NeuroImage 58(2): 537-548 (2011) - [j87]Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos:
Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation. Soc. Netw. Anal. Min. 1(2): 75-81 (2011) - [j86]U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec:
HADI: Mining Radii of Large Graphs. ACM Trans. Knowl. Discov. Data 5(2): 8:1-8:24 (2011) - [c251]Koji Maruhashi, Fan Guo, Christos Faloutsos:
MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis. ASONAM 2011: 203-210 - [c250]Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos:
Apolo: making sense of large network data by combining rich user interaction and machine learning. CHI 2011: 167-176 - [c249]Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park:
A linear-time approximation of the earth mover's distance. CIKM 2011: 505-514 - [c248]Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos:
Constructing seminal paper genealogy. CIKM 2011: 2101-2104 - [c247]Sang-Wook Kim, Ki-Nam Kim, Christos Faloutsos, Joon Ho Lee:
Spectral analysis of a blogosphere. CIKM 2011: 2145-2148 - [c246]U Kang, Duen Horng Chau, Christos Faloutsos:
Mining large graphs: Algorithms, inference, and discoveries. ICDE 2011: 243-254 - [c245]U Kang, Christos Faloutsos:
Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining. ICDM 2011: 300-309 - [c244]Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni:
Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops 2011: 323-330 - [c243]B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos:
Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. ICDM 2011: 537-546 - [c242]Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos:
It's who you know: graph mining using recursive structural features. KDD 2011: 663-671 - [c241]Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio López, U Kang, Christos Faloutsos:
Clustering very large multi-dimensional datasets with MapReduce. KDD 2011: 690-698 - [c240]Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos:
Apolo: interactive large graph sensemaking by combining machine learning and visualization. KDD 2011: 739-742 - [c239]U Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos:
GBASE: a scalable and general graph management system. KDD 2011: 1091-1099 - [c238]Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos:
ThermoCast: a cyber-physical forecasting model for datacenters. KDD 2011: 1370-1378 - [c237]Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos:
Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. Networking (1) 2011: 266-280 - [c236]U Kang, Brendan Meeder, Christos Faloutsos:
Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation. PAKDD (2) 2011: 13-25 - [c235]Danai Koutra, Tai-You Ke, U Kang, Duen Horng Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos:
Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms. ECML/PKDD (2) 2011: 245-260 - [c234]Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos:
Large Scale Graph Mining and Inference for Malware Detection. SDM 2011: 131-142 - [c233]Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos:
WindMine: Fast and Effective Mining of Web-click Sequences. SDM 2011: 759-770 - [c232]Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro:
Human Dynamics in Large Communication Networks. SDM 2011: 968-979 - [c231]Sang-Wook Kim, Christos Faloutsos, Jiwoon Ha:
BlogCast effect on information diffusion in a blogosphere. SIGIR 2011: 1149-1150 - [c230]Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng Lim, Christos Faloutsos:
Recommending People in Developers' Collaboration Network. WCRE 2011: 379-388 - [c229]Christos Faloutsos:
Mining billion-node graphs: patterns, generators and tools. WSDM 2011: 13-14 - [p12]Ana Paula Appel, Christos Faloutsos, Caetano Traina Jr.:
Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs. Graph Data Management 2011: 239-259 - [p11]Jeremy Kepner, David A. Bader, Robert Bond, Nadya T. Bliss, Christos Faloutsos, Bruce Hendrickson, John R. Gilbert, Eric Robinson:
Fundamental Questions in the Analysis of Large Graphs. Graph Algorithms in the Language of Linear Algebra 2011: 353-357 - [p10]Mary McGlohon, Leman Akoglu, Christos Faloutsos:
Statistical Properties of Social Networks. Social Network Data Analytics 2011: 17-42 - 2010
- [j85]Kriti Puniyani, Christos Faloutsos, Eric P. Xing:
SPEX2: automated concise extraction of spatial gene expression patterns from Fly embryo ISH images. Bioinform. 26(12): 47-56 (2010) - [j84]Lei Li, Bin Fu, Christos Faloutsos:
Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. IEICE Trans. Inf. Syst. 93-D(6): 1330-1342 (2010) - [j83]Qiang Wang, Vasileios Megalooikonomou, Christos Faloutsos:
Time series analysis with multiple resolutions. Inf. Syst. 35(1): 56-74 (2010) - [j82]Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
Fast feature selection using fractal dimension. J. Inf. Data Manag. 1(1): 3-16 (2010) - [j81]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos:
Fast Feature Selection using Fractal Dimension - Ten Years Later. J. Inf. Data Manag. 1(1): 17-20 (2010) - [j80]Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani:
Kronecker Graphs: An Approach to Modeling Networks. J. Mach. Learn. Res. 11: 985-1042 (2010) - [j79]Lei Li, B. Aditya Prakash, Christos Faloutsos:
Parsimonious Linear Fingerprinting for Time Series. Proc. VLDB Endow. 3(1): 385-396 (2010) - [j78]Chao Liu, Fan Guo, Christos Faloutsos:
Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data. ACM Trans. Knowl. Discov. Data 4(4): 19:1-19:26 (2010) - [j77]Yasushi Sakurai, Christos Faloutsos, Spiros Papadimitriou:
Fast Discovery of Group Lag Correlations in Streams. ACM Trans. Knowl. Discov. Data 5(1): 5:1-5:43 (2010) - [c228]John Chien-Han Tseng, Hsing-Kuo Kenneth Pao, Christos Faloutsos:
The Typhoon Track Classification using Tri-plots and Markov Chain. KDIR 2010: 364-369 - [c227]Lei Li, Christos Faloutsos:
Fast algorithms for time series mining. ICDE Workshops 2010: 341-344 - [c226]Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE 2010: 625-636 - [c225]Christos Faloutsos:
Mining Billion-node Graphs: Patterns, Generators and Tools. ICDM 2010: 5 - [c224]Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM 2010: 785-790 - [c223]U Kang, Mary McGlohon, Leman Akoglu, Christos Faloutsos:
Patterns on the Connected Components of Terabyte-Scale Graphs. ICDM 2010: 875-880 - [c222]Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau:
On the Vulnerability of Large Graphs. ICDM 2010: 1091-1096 - [c221]Leman Akoglu, Christos Faloutsos:
ValuePick: Towards a Value-Oriented Dual-Goal Recommender System. ICDM Workshops 2010: 1151-1158 - [c220]Koji Maruhashi, Christos Faloutsos:
EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs. ICDM Workshops 2010: 1328-1337 - [c219]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro:
High-order concept discovery in functional brain imaging. ISBI 2010: 664-667 - [c218]Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong:
Metric forensics: a multi-level approach for mining volatile graphs. KDD 2010: 163-172 - [c217]Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro:
TWave: High-Order Analysis of Spatiotemporal Data. PAKDD (1) 2010: 246-253 - [c216]Leman Akoglu, Mary McGlohon, Christos Faloutsos:
oddball: Spotting Anomalies in Weighted Graphs. PAKDD (2) 2010: 410-421 - [c215]B. Aditya Prakash, Ashwin Sridharan, Mukund Seshadri, Sridhar Machiraju, Christos Faloutsos:
EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. PAKDD (2) 2010: 435-448 - [c214]Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad:
BASSET: Scalable Gateway Finder in Large Graphs. PAKDD (2) 2010: 449-463 - [c213]Christos Faloutsos:
Mining Billion-Node Graphs: Patterns, Generators and Tools. ECML/PKDD (1) 2010: 1 - [c212]Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee:
SBAD: Sequence Based Attack Detection via Sequence Comparison. PSDML 2010: 78-91 - [c211]B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos:
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. ECML/PKDD (3) 2010: 99-114 - [c210]Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro:
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users. ECML/PKDD (3) 2010: 354-369 - [c209]Nan Du, Hao Wang, Christos Faloutsos:
Analysis of Large Multi-modal Social Networks: Patterns and a Generator. ECML/PKDD (1) 2010: 393-408 - [c208]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. Symposium on Computer Animation 2010: 179-188 - [c207]U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec:
Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations. SDM 2010: 548-558 - [c206]Keith Henderson, Tina Eliassi-Rad, Spiros Papadimitriou, Christos Faloutsos:
HCDF: A Hybrid Community Discovery Framework. SDM 2010: 754-765 - [p9]Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Community Evolution and Change Point Detection in Time-Evolving Graphs. Link Mining 2010: 73-104 - [p8]Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions. Link Mining 2010: 211-236 - [p7]Deepayan Chakrabarti, Christos Faloutsos, Mary McGlohon:
Graph Mining: Laws and Generators. Managing and Mining Graph Data 2010: 69-123 - [e6]Philip S. Yu, Jiawei Han, Christos Faloutsos:
Link Mining: Models, Algorithms, and Applications. Springer 2010, ISBN 978-1-4419-6514-1 [contents]
2000 – 2009
- 2009
- [j76]Leman Akoglu, Christos Faloutsos:
RTG: a recursive realistic graph generator using random typing. Data Min. Knowl. Discov. 19(2): 194-209 (2009) - [c205]Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos:
Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification. ASONAM 2009: 66-71 - [c204]Duen Horng Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong:
SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. CHI Extended Abstracts 2009: 3535-3536 - [c203]Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos:
iPoG: fast interactive proximity querying on graphs. CIKM 2009: 1673-1676 - [c202]Christos Faloutsos:
Graph Mining: Patterns, Generators and Tools. CPM 2009: 274 - [c201]U Kang, Charalampos E. Tsourakakis, Christos Faloutsos:
PEGASUS: A Peta-Scale Graph Mining System. ICDM 2009: 229-238 - [c200]B. Aditya Prakash, Mukund Seshadri, Ashwin Sridharan, Sridhar Machiraju, Christos Faloutsos:
EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. ICDM Workshops 2009: 290-295 - [c199]Michaela Goetz, Jure Leskovec, Mary McGlohon, Christos Faloutsos:
Modeling Blog Dynamics. ICWSM 2009 - [c198]Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu:
Large human communication networks: patterns and a utility-driven generator. KDD 2009: 269-278 - [c197]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
DynaMMo: mining and summarization of coevolving sequences with missing values. KDD 2009: 507-516 - [c196]Chao Liu, Fan Guo, Christos Faloutsos:
BBM: bayesian browsing model from petabyte-scale data. KDD 2009: 537-546 - [c195]Kensuke Onuma, Hanghang Tong, Christos Faloutsos:
TANGENT: a novel, 'Surprise me', recommendation algorithm. KDD 2009: 657-666 - [c194]Charalampos E. Tsourakakis, U Kang, Gary L. Miller, Christos Faloutsos:
DOULION: counting triangles in massive graphs with a coin. KDD 2009: 837-846 - [c193]Mary McGlohon, Stephen Bay, Markus G. Anderle, David M. Steier, Christos Faloutsos:
SNARE: a link analytic system for graph labeling and risk detection. KDD 2009: 1265-1274 - [c192]B. Aditya Prakash, Nicholas Valler, David G. Andersen, Michalis Faloutsos, Christos Faloutsos:
BGP-lens: patterns and anomalies in internet routing updates. KDD 2009: 1315-1324 - [c191]Leman Akoglu, Christos Faloutsos:
RTG: A Recursive Realistic Graph Generator Using Random Typing. ECML/PKDD (1) 2009: 13-28 - [c190]Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins:
ShatterPlots: Fast Tools for Mining Large Graphs. SDM 2009: 802-813 - [c189]Fan Guo, Lei Li, Christos Faloutsos:
Tailoring click models to user goals. WSCD@WSDM 2009: 88-92 - [c188]Fan Guo, Chao Liu, Anitha Kannan, Tom Minka, Michael J. Taylor, Yi Min Wang, Christos Faloutsos:
Click chain model in web search. WWW 2009: 11-20 - [p6]Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun:
NetCube. Selected Readings on Database Technologies and Applications 2009: 471-489 - [p5]Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun:
NetCube. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2011-2036 - [r1]Hanghang Tong, Yehuda Koren, Christos Faloutsos:
Direction-Aware Proximity on Graphs. Encyclopedia of Data Warehousing and Mining 2009: 646-653 - 2008
- [j75]Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad:
Two heads better than one: pattern discovery in time-evolving multi-aspect data. Data Min. Knowl. Discov. 17(1): 111-128 (2008) - [j74]Hanghang Tong, Christos Faloutsos, Jia-Yu Pan:
Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14(3): 327-346 (2008) - [j73]Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing:
C-DEM: a multi-modal query system for Drosophila Embryo databases. Proc. VLDB Endow. 1(2): 1508-1511 (2008) - [j72]Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos:
Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Stat. Anal. Data Min. 1(1): 6-22 (2008) - [j71]Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. Stat. Anal. Data Min. 1(3): 142-156 (2008) - [j70]Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank:
Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. 18(10): 1397-1410 (2008) - [j69]Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos:
Epidemic thresholds in real networks. ACM Trans. Inf. Syst. Secur. 10(4): 1:1-1:26 (2008) - [j68]Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Incremental tensor analysis: Theory and applications. ACM Trans. Knowl. Discov. Data 2(3): 11:1-11:37 (2008) - [c187]Christos Faloutsos:
Graph mining and influence propagation. WICOW 2008: 1-2 - [c186]Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. CIKM 2008: 193-202 - [c185]Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos:
Fast mining of complex time-stamped events. CIKM 2008: 759-768 - [c184]Gunhee Kim, Christos Faloutsos, Martial Hebert:
Unsupervised modeling of object categories using link analysis techniques. CVPR 2008 - [c183]Kensuke Onuma, Christos Faloutsos, Jessica K. Hodgins:
FMDistance: A Fast and Effective Distance Function for Motion Capture Data. Eurographics (Short Papers) 2008: 83-86 - [c182]Lei Li, James McCann, Christos Faloutsos, Nancy S. Pollard:
Laziness is a Virtue: Motion Stitching Using Effort Minimization. Eurographics (Short Papers) 2008: 87-90 - [c181]John D. Strunk, Eno Thereska, Christos Faloutsos, Gregory R. Ganger:
Using Utility to Provision Storage Systems. FAST 2008: 313-328 - [c180]Bin Zhang, Yi Zhou, Christos Faloutsos:
Toward a Comprehensive Model in Internet Auction Fraud Detection. HICSS 2008: 79 - [c179]Brent Bryan, Frederick Eberhardt, Christos Faloutsos:
Compact Similarity Joins. ICDE 2008: 346-355 - [c178]Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik:
Monitoring Network Evolution using MDL. ICDE 2008: 1328-1330 - [c177]Leman Akoglu, Mary McGlohon, Christos Faloutsos:
RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs. ICDM 2008: 701-706 - [c176]Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad:
GRAPHITE: A Visual Query System for Large Graphs. ICDM Workshops 2008: 963-966 - [c175]Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos:
Bayesian tensor analysis. IJCNN 2008: 1402-1409 - [c174]Christos Faloutsos:
Graph mining: laws, generators and tools. Internet Measurement Conference 2008: 1 - [c173]Yanjun Qi, Fernanda Balem, Christos Faloutsos, Judith Klein-Seetharaman, Ziv Bar-Joseph:
Protein complex identification by supervised graph local clustering. ISMB 2008: 250-268 - [c172]Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos:
Using ghost edges for classification in sparsely labeled networks. KDD 2008: 256-264 - [c171]Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos:
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. KDD 2008: 471-479 - [c170]Mary McGlohon, Leman Akoglu, Christos Faloutsos:
Weighted graphs and disconnected components: patterns and a generator. KDD 2008: 524-532 - [c169]Mukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec:
Mobile call graphs: beyond power-law and lognormal distributions. KDD 2008: 596-604 - [c168]Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos:
Colibri: fast mining of large static and dynamic graphs. KDD 2008: 686-694 - [c167]Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David D. Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins:
Social networks: looking ahead. KDD 2008: 1060 - [c166]Gunhee Kim, Christos Faloutsos, Martial Hebert:
Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links. Multimedia Information Retrieval 2008: 419-426 - [c165]Christos Faloutsos:
Graph Mining: Laws, Generators and Tools. PAKDD 2008: 1 - [c164]Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad:
Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data. ECML/PKDD (1) 2008: 22 - [c163]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu:
Hierarchical, Parameter-Free Community Discovery. ECML/PKDD (2) 2008: 170-187 - [c162]Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos:
Semi-Supervised Learning Based on Semiparametric Regularization. SDM 2008: 132-142 - [c161]Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos:
Efficient Distribution Mining and Classification. SDM 2008: 632-643 - [c160]Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Proximity Tracking on Time-Evolving Bipartite Graphs. SDM 2008: 704-715 - [c159]Christian Böhm, Christos Faloutsos, Claudia Plant:
Outlier-robust clustering using independent components. SIGMOD Conference 2008: 185-198 - [e5]Christos Faloutsos, Thomas Karagiannis, Pablo Rodriguez:
Proceedings of the first Workshop on Online Social Networks, WOSN 2008, Seattle, WA, USA, August 17-22, 2008. ACM 2008, ISBN 978-1-60558-182-8 [contents] - [i1]Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani:
Kronecker Graphs: An Approach to Modeling Networks. CoRR abs/0812.4905 (2008) - 2007
- [j67]Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. 14(3): 367-407 (2007) - [j66]Christos Faloutsos, Vasileios Megalooikonomou:
On data mining, compression, and Kolmogorov complexity. Data Min. Knowl. Discov. 15(1): 3-20 (2007) - [j65]Deepayan Chakrabarti, Christos Faloutsos, Yiping Zhan:
Visualization of large networks with min-cut plots, A-plots and R-MAT. Int. J. Hum. Comput. Stud. 65(5): 434-445 (2007) - [j64]Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos:
Graph evolution: Densification and shrinking diameters. ACM Trans. Knowl. Discov. Data 1(1): 2 (2007) - [j63]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data 1(3): 10 (2007) - [j62]Caetano Traina Jr., Roberto F. Santos Filho, Agma J. M. Traina, Marcos R. Vieira, Christos Faloutsos:
The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. VLDB J. 16(4): 483-505 (2007) - [c158]Yasushi Sakurai, Christos Faloutsos, Masashi Yamamuro:
Stream Monitoring under the Time Warping Distance. ICDE 2007: 1046-1055 - [c157]Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos:
A Max Margin Framework on Image Annotation and Multimodal Image Retrieval. ICME 2007: 504-507 - [c156]Jure Leskovec, Christos Faloutsos:
Scalable modeling of real graphs using Kronecker multiplication. ICML 2007: 497-504 - [c155]Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos:
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801 - [c154]Mary McGlohon, Jure Leskovec, Christos Faloutsos, Matthew Hurst, Natalie S. Glance:
Finding patterns in blog shapes and blog evolution. ICWSM 2007 - [c153]Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos:
Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324 - [c152]Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos:
Enhanced max margin learning on multimodal data mining in a multimedia database. KDD 2007: 340-349 - [c151]Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance:
Cost-effective outbreak detection in networks. KDD 2007: 420-429 - [c150]Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu:
GraphScope: parameter-free mining of large time-evolving graphs. KDD 2007: 687-696 - [c149]Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad:
Fast best-effort pattern matching in large attributed graphs. KDD 2007: 737-746 - [c148]Hanghang Tong, Christos Faloutsos, Yehuda Koren:
Fast direction-aware proximity for graph mining. KDD 2007: 747-756 - [c147]Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos:
Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM 2007: 366-377 - [c146]Jure Leskovec, Mary McGlohon, Christos Faloutsos, Natalie S. Glance, Matthew Hurst:
Patterns of Cascading Behavior in Large Blog Graphs. SDM 2007: 551-556 - [c145]Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard:
Database techniques with motion capture. SIGGRAPH Courses 2007: 1 - [c144]Christos Faloutsos, Tamara G. Kolda, Jimeng Sun:
Mining large graphs and streams using matrix and tensor tools. SIGMOD Conference 2007: 1174 - [c143]Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos:
Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. SSDBM 2007: 10 - [c142]Christos Faloutsos:
Data Mining Using Fractals and Power Laws. APWeb/WAIM 2007: 1 - [c141]Shashank Pandit, Duen Horng Chau, Samuel Wang, Christos Faloutsos:
Netprobe: a fast and scalable system for fraud detection in online auction networks. WWW 2007: 201-210 - [c140]Duen Horng Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos:
Parallel crawling for online social networks. WWW 2007: 1283-1284 - [p4]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos:
Dimensionality Reduction and Forecasting on Streams. Data Streams - Models and Algorithms 2007: 261-288 - [e4]Christopher W. Clifton, Xindong Wu, Christos Faloutsos:
TKDE Guidelines for Survey Papers. IEEE Trans. Knowl. Data Eng. 19(11): 1449 (2007) - 2006
- [j61]Deepayan Chakrabarti, Christos Faloutsos:
Graph mining: Laws, generators, and algorithms. ACM Comput. Surv. 38(1): 2 (2006) - [j60]Yufei Tao, Christos Faloutsos, Dimitris Papadias:
Spatial Query Estimation without the Local Uniformity Assumption. GeoInformatica 10(3): 261-293 (2006) - [j59]Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos:
Example-Based Outlier Detection for High Dimensional Datasets. Inf. Media Technol. 1(1): 92-101 (2006) - [j58]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. 25(1): 33-60 (2006) - [j57]Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos:
InteMon: continuous mining of sensor data in large-scale self-infrastructures. ACM SIGOPS Oper. Syst. Rev. 40(3): 38-44 (2006) - [c139]Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos:
Efficient processing of complex similarity queries in RDBMS through query rewriting. CIKM 2006: 4-13 - [c138]Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos:
Intelligent system monitoring on large clusters. DMSN 2006: 47-52 - [c137]Hanghang Tong, Christos Faloutsos, Jia-Yu Pan:
Fast Random Walk with Restart and Its Applications. ICDM 2006: 613-622 - [c136]José Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
SuperGraph Visualization. ISM 2006: 227-234 - [c135]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
Robust information-theoretic clustering. KDD 2006: 65-75 - [c134]Jimeng Sun, Dacheng Tao, Christos Faloutsos:
Beyond streams and graphs: dynamic tensor analysis. KDD 2006: 374-383 - [c133]Hanghang Tong, Christos Faloutsos:
Center-piece subgraphs: problem definition and fast solutions. KDD 2006: 404-413 - [c132]Jure Leskovec, Christos Faloutsos:
Sampling from large graphs. KDD 2006: 631-636 - [c131]Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos:
Automatic mining of fruit fly embryo images. KDD 2006: 693-698 - [c130]Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos:
Distributed Pattern Discovery in Multiple Streams. PAKDD 2006: 713-718 - [c129]Wenyao Ho, Asim Smailagic, Daniel P. Siewiorek, Christos Faloutsos:
An Adaptive Two-Phase Approach to WiFi Location Sensing. PerCom Workshops 2006: 452-456 - [c128]Duen Horng Chau, Shashank Pandit, Christos Faloutsos:
Detecting Fraudulent Personalities in Networks of Online Auctioneers. PKDD 2006: 103-114 - [c127]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Evaluating the intrinsic dimension of evolving data streams. SAC 2006: 643-648 - [c126]Christos Faloutsos:
Data Mining Using Fractals and Power Laws. SETN 2006: 2 - [c125]José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec:
GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB 2006: 1195-1198 - [c124]Evan Hoke, Jimeng Sun, Christos Faloutsos:
InteMon: Intelligent System Monitoring on Large Clusters. VLDB 2006: 1239-1242 - 2005
- [j56]Angeline Wong, Leejay Wu, Phillip B. Gibbons, Christos Faloutsos:
Fast estimation of fractal dimension and correlation integral on stream data. Inf. Process. Lett. 93(2): 91-97 (2005) - [j55]Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos:
Relevance search and anomaly detection in bipartite graphs. SIGKDD Explor. 7(2): 48-55 (2005) - [c123]Steven W. Schlosser, Jiri Schindler, Stratos Papadomanolakis, Minglong Shao, Anastassia Ailamaki, Christos Faloutsos, Gregory R. Ganger:
On Multidimensional Data and Modern Disks. FAST 2005 - [c122]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos:
AutoLag: Automatic Discovery of Lag Correlations in Stream Data. ICDE 2005: 159-160 - [c121]Vasileios Megalooikonomou, Qiang Wang, Guo Li, Christos Faloutsos:
A Multiresolution Symbolic Representation of Time Series. ICDE 2005: 668-679 - [c120]Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos:
Online Latent Variable Detection in Sensor Networks. ICDE 2005: 1126-1127 - [c119]Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh:
ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM 2005: 50-57 - [c118]Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos:
Parameter-Free Spatial Data Mining Using MDL. ICDM 2005: 346-353 - [c117]Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos:
Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM 2005: 418-425 - [c116]Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos:
Example-Based Robust Outlier Detection in High Dimensional Datasets. ICDM 2005: 829-832 - [c115]Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos:
Graphs over time: densification laws, shrinking diameters and possible explanations. KDD 2005: 177-187 - [c114]Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos:
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. PKDD 2005: 133-145 - [c113]Yasushi Sakurai, Masatoshi Yoshikawa, Christos Faloutsos:
FTW: fast similarity search under the time warping distance. PODS 2005: 326-337 - [c112]Christos Faloutsos:
Mining Time Series Data. SBBD 2005: 4-5 - [c111]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos:
BRAID: Stream Mining through Group Lag Correlations. SIGMOD Conference 2005: 599-610 - [c110]Robert F. Murphy, Christos Faloutsos:
Research issues in protein location image databases. SIGMOD Conference 2005: 966-967 - [c109]Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos:
Streaming Pattern Discovery in Multiple Time-Series. VLDB 2005: 697-708 - [c108]Masafumi Hamamoto, Hiroyuki Kitagawa, Jia-Yu Pan, Christos Faloutsos:
A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes. WIRI 2005: 122-127 - [e3]Xindong Wu, Christos Faloutsos:
Editorial: TKDE Topic Area Revisions. IEEE Trans. Knowl. Data Eng. 17(6): 731-733 (2005) - 2004
- [j54]Krishna Kumaraswamy, Vasileios Megalooikonomou, Christos Faloutsos:
Fractal dimension and vector quantization. Inf. Process. Lett. 91(3): 107-113 (2004) - [j53]Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos:
Adaptive, unsupervised stream mining. VLDB J. 13(3): 222-239 (2004) - [c107]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-Based Automatic Image Captioning. MDDE 2004 - [c106]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-based Automatic Image Captioning. CVPR Workshops 2004: 146 - [c105]Krishna Kumaraswamy, Christos Faloutsos, Guoqiang Shan, Vasileios Megalooikonomou:
Relation between Fractal Dimension and Performance of Vector Quantization. Data Compression Conference 2004: 547 - [c104]Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard:
Segmenting Motion Capture Data into Distinct Behaviors. Graphics Interface 2004: 185-194 - [c103]Yufei Tao, Dimitris Papadias, Christos Faloutsos:
Approximate Temporal Aggregation. ICDE 2004: 190-201 - [c102]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos:
MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM 2004: 491-494 - [c101]Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos:
Automatic image captioning. ICME 2004: 1987-1990 - [c100]Edoardo M. Airoldi, Christos Faloutsos:
Recovering latent time-series from their observed sums: network tomography with particle filters. KDD 2004: 30-39 - [c99]Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos:
Fully automatic cross-associations. KDD 2004: 79-88 - [c98]Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins:
Fast discovery of connection subgraphs. KDD 2004: 118-127 - [c97]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
Automatic multimedia cross-modal correlation discovery. KDD 2004: 653-658 - [c96]Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger:
Storage Device Performance Prediction with CART Models. MASCOTS 2004: 588-595 - [c95]Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos:
OBE: Outlier by Example. PAKDD 2004: 222-234 - [c94]Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto:
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. PAKDD 2004: 519-528 - [c93]Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos:
R-MAT: A Recursive Model for Graph Mining. SDM 2004: 442-446 - [c92]Orna Raz, Rebecca B. Buchheit, Mary Shaw, Philip Koopman, Christos Faloutsos:
Automated Assistance for Eliciting User Expectations. SEKE 2004: 80-85 - [c91]Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger:
Storage device performance prediction with CART models. SIGMETRICS 2004: 412-413 - [c90]Yufei Tao, Christos Faloutsos, Dimitris Papadias, Bin Liu:
Prediction and Indexing of Moving Objects with Unknown Motion Patterns. SIGMOD Conference 2004: 611-622 - [c89]Christos Faloutsos:
Indexing and Mining Streams. SIGMOD Conference 2004: 969 - [c88]Rakesh Agrawal, Roberto J. Bayardo Jr., Christos Faloutsos, Jerry Kiernan, Ralf Rantzau, Ramakrishnan Srikant:
Auditing Compliance with a Hippocratic Database. VLDB 2004: 516-527 - 2003
- [j52]Anastassia Ailamaki, Christos Faloutsos, Paul S. Fischbeck, Mitchell J. Small, Jeanne M. VanBriesen:
An environmental sensor network to determine drinking water quality and security. SIGMOD Rec. 32(4): 47-52 (2003) - [j51]Georgos Siganos, Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos:
Power laws and the AS-level internet topology. IEEE/ACM Trans. Netw. 11(4): 514-524 (2003) - [c87]Yufei Tao, Christos Faloutsos, Dimitris Papadias:
The power-method: a comprehensive estimation technique for multi-dimensional queries. CIKM 2003: 83-90 - [c86]Christos Faloutsos:
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. ECML 2003: 10-15 - [c85]Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons, Christos Faloutsos:
LOCI: Fast Outlier Detection Using the Local Correlation Integral. ICDE 2003: 315-326 - [c84]Christopher R. Palmer, Christos Faloutsos:
Electricity Based External Similarity of Categorical Attributes. PAKDD 2003: 486-500 - [c83]Christos Faloutsos:
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. PKDD 2003: 10-15 - [c82]Yang Wang, Deepayan Chakrabarti, Chenxi Wang, Christos Faloutsos:
Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint. SRDS 2003: 25-34 - [c81]Spiros Papadimitriou, Christos Faloutsos:
Cross-Outlier Detection. SSTD 2003: 199-213 - [c80]Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos:
Adaptive, Hands-Off Stream Mining. VLDB 2003: 560-571 - [e2]Lise Getoor, Ted E. Senator, Pedro M. Domingos, Christos Faloutsos:
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003. ACM 2003, ISBN 1-58113-737-0 [contents] - 2002
- [j50]Padhraic Smyth, Daryl Pregibon, Christos Faloutsos:
Data-driven evolution of data mining algorithms. Commun. ACM 45(8): 33-37 (2002) - [j49]Costas Georgiadis, Peter Triantafillou, Christos Faloutsos:
Fundamentals of Scheduling and Performance of Video Tape Libraries. Multim. Tools Appl. 18(2): 137-158 (2002) - [j48]Mengzhi Wang, Anastassia Ailamaki, Christos Faloutsos:
Capturing the spatio-temporal behavior of real traffic data. Perform. Evaluation 49(1/4): 147-163 (2002) - [j47]Jafar Adibi, Christos Faloutsos:
KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches. SIGKDD Explor. 4(2): 115-117 (2002) - [j46]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos, Bernhard Seeger:
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. IEEE Trans. Knowl. Data Eng. 14(2): 244-260 (2002) - [j45]Euripides G. M. Petrakis, Christos Faloutsos, King-Ip Lin:
ImageMap: An Image Indexing Method Based on Spatial Similarity. IEEE Trans. Knowl. Data Eng. 14(5): 979-987 (2002) - [c79]Deepayan Chakrabarti, Christos Faloutsos:
F4: large-scale automated forecasting using fractals. CIKM 2002: 2-9 - [c78]Christos Faloutsos:
Future directions in data mining: streams, networks, self-similarity and power laws. CIKM 2002: 93 - [c77]Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos:
How to improve the pruning ability of dynamic metric access methods. CIKM 2002: 219-226 - [c76]Jia-Yu Pan, Christos Faloutsos:
"GeoPlot": spatial data mining on video libraries. CIKM 2002: 405-412 - [c75]Myoung-Ah Kang, Christos Faloutsos, Robert Laurini, Sylvie Servigne:
Indexing Values in Continuous Field Databases. EDBT 2002: 197-214 - [c74]Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos:
FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM 2002: 2155-2159 - [c73]Jia-Yu Pan, Christos Faloutsos:
VideoCube: A Novel Tool for Video Mining and Classification. ICADL 2002: 194-205 - [c72]Mengzhi Wang, Ngai Hang Chan, Spiros Papadimitriou, Christos Faloutsos, Tara M. Madhyastha:
Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic. ICDE 2002: 507-516 - [c71]Maria Camila Nardini Barioni, Elisângela Botelho, Christos Faloutsos, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.:
Data Visualization in RDBMS. ISDB 2002: 264-269 - [c70]Christopher R. Palmer, Phillip B. Gibbons, Christos Faloutsos:
ANF: a fast and scalable tool for data mining in massive graphs. KDD 2002: 81-90 - [c69]Leejay Wu, Christos Faloutsos:
Making every bit count: fast nonlinear axis scaling. KDD 2002: 664-669 - [c68]Christos Faloutsos:
Sensor Data Mining: Similarity Search and Pattern Analysis. VLDB 2002 - 2001
- [j44]Erik Riedel, Christos Faloutsos, Garth A. Gibson, David Nagle:
Active Disks for Large-Scale Data Processing. Computer 34(6): 68-74 (2001) - [j43]Alan L. Montgomery, Christos Faloutsos:
Identifying Web Browsing Trends and Patterns. Computer 34(7): 94-95 (2001) - [j42]Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne:
Multimedia Queries by Example and Relevance Feedback. IEEE Data Eng. Bull. 24(3): 14-21 (2001) - [j41]Flip Korn, Bernd-Uwe Pagel, Christos Faloutsos:
On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'. IEEE Trans. Knowl. Data Eng. 13(1): 96-111 (2001) - [j40]Bongki Moon, H. V. Jagadish, Christos Faloutsos, Joel H. Saltz:
Analysis of the Clustering Properties of the Hilbert Space-Filling Curve. IEEE Trans. Knowl. Data Eng. 13(1): 124-141 (2001) - [j39]Guido Proietti, Christos Faloutsos:
Accurate Modeling of Region Data. IEEE Trans. Knowl. Data Eng. 13(6): 874-883 (2001) - [c67]Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. ICDE 2001: 623-630 - [c66]Jia-Yu Pan, Christos Faloutsos:
VideoGraph: a new tool for video mining and classification. JCDL 2001: 116-117 - [c65]Zhiqiang Bi, Christos Faloutsos, Flip Korn:
The "DGX" distribution for mining massive, skewed data. KDD 2001: 17-26 - [c64]Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos:
Tri-plots: scalable tools for multidimensional data mining. KDD 2001: 184-193 - [c63]Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun:
NetCube: A Scalable Tool for Fast Data Mining and Compression. VLDB 2001: 311-320 - 2000
- [j38]Kenneth A. Ross, Christos Faloutsos, Alon Y. Levy, Patrick E. O'Neil, Eric Simon, Divesh Srivastava, Victor Vianu, Gerhard Weikum:
Reminiscences on Influential Papers. SIGMOD Rec. 29(1): 52-65 (2000) - [j37]Guido Proietti, Christos Faloutsos:
Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree. IEEE Trans. Knowl. Data Eng. 12(5): 751-762 (2000) - [j36]Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos:
Quantifiable Data Mining Using Ratio Rules. VLDB J. 8(3-4): 254-266 (2000) - [c62]Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos:
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. EDBT 2000: 51-65 - [c61]Byoung-Kee Yi, Nikolaos D. Sidiropoulos, Theodore Johnson, H. V. Jagadish, Christos Faloutsos, Alexandros Biliris:
Online Data Mining for Co-Evolving Time Sequences. ICDE 2000: 13-22 - [c60]Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos:
Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE 2000: 195 - [c59]Bernd-Uwe Pagel, Flip Korn, Christos Faloutsos:
Deflating the Dimensionality Curse Using Multiple Fractal Dimensions. ICDE 2000: 589-598 - [c58]Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
Fast Feature Selection Using Fractal Dimension. SBBD 2000: 158-171 - [c57]Erik Riedel, Christos Faloutsos, Gregory R. Ganger, David Nagle:
Data Mining on an OLTP System (Nearly) for Free. SIGMOD Conference 2000: 13-21 - [c56]Christopher R. Palmer, Christos Faloutsos:
Density Biased Sampling: An Improved Method for Data Mining and Clustering. SIGMOD Conference 2000: 82-92 - [c55]Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.:
Spatial Join Selectivity Using Power Laws. SIGMOD Conference 2000: 177-188 - [c54]Christos Faloutsos:
Searching, Data Mining and Visualization of Multimedia Data. VDB 2000: 141- - [c53]Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne:
FALCON: Feedback Adaptive Loop for Content-Based Retrieval. VLDB 2000: 297-306 - [c52]Byoung-Kee Yi, Christos Faloutsos:
Fast Time Sequence Indexing for Arbitrary Lp Norms. VLDB 2000: 385-394
1990 – 1999
- 1999
- [j35]Sebastian Thrun, Christos Faloutsos, Tom M. Mitchell, Larry A. Wasserman:
Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field. AI Mag. 20(3): 78-82 (1999) - [c51]Guido Proietti, Christos Faloutsos:
I/O Complexity for Range Queries on Region Data Stored Using an R-tree. ICDE 1999: 628-635 - [c50]Tara M. Madhyastha, Garth A. Gibson, Christos Faloutsos:
Informed Prefetching of Collective Input/Output Requests. SC 1999: 13 - [c49]Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos:
On Power-law Relationships of the Internet Topology. SIGCOMM 1999: 251-262 - [e1]Alex Delis, Christos Faloutsos, Shahram Ghandeharizadeh:
SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA. ACM Press 1999, ISBN 1-58113-084-8 [contents] - 1998
- [j34]Peter Triantafillou, Christos Faloutsos:
Overlay Striping and Optimal Parallel I/O for Modern Applications. Parallel Comput. 24(1): 21-43 (1998) - [j33]Anil Kumar, Vassilis J. Tsotras, Christos Faloutsos:
Designing Access Methods for Bitemporal Databases. IEEE Trans. Knowl. Data Eng. 10(1): 1-20 (1998) - [j32]Flip Korn, Nikolaos D. Sidiropoulos, Christos Faloutsos, Eliot L. Siegel, Zenon Protopapas:
Fast and Effective Retrieval of Medical Tumor Shapes. IEEE Trans. Knowl. Data Eng. 10(6): 889-904 (1998) - [j31]Alberto Belussi, Christos Faloutsos:
Self-Spacial Join Selectivity Estimation Using Fractal Concepts. ACM Trans. Inf. Syst. 16(2): 161-201 (1998) - [c48]Guido Proietti, Christos Faloutsos:
Selectivity Estimation of Window Queries. CIKM 1998: 340-347 - [c47]Yihong Gong, Guido Proietti, Christos Faloutsos:
Image Indexing and Retrieval Based on Human Perceptual Color Clustering. CVPR 1998: 578-583 - [c46]Byoung-Kee Yi, H. V. Jagadish, Christos Faloutsos:
Efficient Retrieval of Similar Time Sequences Under Time Warping. ICDE 1998: 201-208 - [c45]Vikrant Kobla, David S. Doermann, Christos Faloutsos:
Developing High-Level Representations of Video Clips using VideoTrails. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 81-92 - [c44]Erik Riedel, Garth A. Gibson, Christos Faloutsos:
Active Storage for Large-Scale Data Mining and Multimedia. VLDB 1998: 62-73 - [c43]Yoshiharu Ishikawa, Ravishankar Subramanya, Christos Faloutsos:
MindReader: Querying Databases Through Multiple Examples. VLDB 1998: 218-227 - [c42]Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos:
Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining. VLDB 1998: 582-593 - 1997
- [b3]Carlo Zaniolo, Stefano Ceri, Christos Faloutsos, Richard T. Snodgrass, V. S. Subrahmanian, Roberto V. Zicari:
Advanced Database Systems. Morgan Kaufmann 1997, ISBN 1-55860-443-X - [j30]Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik:
The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45 (1997) - [j29]Christos Faloutsos, Ibrahim Kamel:
Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension. J. Comput. Syst. Sci. 55(2): 229-240 (1997) - [j28]Christos Faloutsos, H. V. Jagadish, Yannis Manolopoulos:
Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles. IEEE Trans. Knowl. Data Eng. 9(3): 373-383 (1997) - [j27]Euripides G. M. Petrakis, Christos Faloutsos:
Similarity Searching in Medical Image Databases. IEEE Trans. Knowl. Data Eng. 9(3): 435-447 (1997) - [c41]Vikrant Kobla, David S. Doermann, Christos Faloutsos:
VideoTrails: Representing and Visualizing Structure in Video Sequences. ACM Multimedia 1997: 335-346 - [c40]Christos Faloutsos, H. V. Jagadish, Alberto O. Mendelzon, Tova Milo:
A signature technique for similarity-based queries. SEQUENCES 1997: 2-20 - [c39]Flip Korn, H. V. Jagadish, Christos Faloutsos:
Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences. SIGMOD Conference 1997: 289-300 - [c38]Brent Agnew, Christos Faloutsos, Zhengyu Wang, Donald J. Welch, Xiaogang Xue:
Multimedia Indexing over the Web. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 72-83 - [c37]Vikrant Kobla, David S. Doermann, King-Ip Lin, Christos Faloutsos:
Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 200-211 - [c36]Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos:
Multidimensional Access Methods: Trees Have Grown Everywhere. VLDB 1997: 13-14 - [c35]Christos Faloutsos, H. V. Jagadish, Nikolaos D. Sidiropoulos:
Recovering Information from Summary Data. VLDB 1997: 36-45 - [p3]Christos Faloutsos:
Indexing of Multimedia Data. Multimedia Databases in Perspective 1997: 219-245 - 1996
- [b2]Christos Faloutsos:
Searching Multimedia Databases by Content. Advances in Database Systems 3, Kluwer 1996, ISBN 978-0-7923-9777-9, pp. I-XII, 1-155 - [j26]Yannis Manolopoulos, Christos Faloutsos:
Experimenting with Pattern-Matching Algorithms. Inf. Sci. 90(1-4): 75-89 (1996) - [c34]Nick Koudas, Christos Faloutsos, Ibrahim Kamel:
Declustering Spatial Databases on a Multi-Computer Architecture. EDBT 1996: 592-614 - [c33]Christos Faloutsos, Volker Gaede:
Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension. VLDB 1996: 40-50 - [c32]Flip Korn, Nikolaos D. Sidiropoulos, Christos Faloutsos, Eliot L. Siegel, Zenon Protopapas:
Fast Nearest Neighbor Search in Medical Image Databases. VLDB 1996: 215-226 - [c31]Christos Faloutsos, Yossi Matias, Abraham Silberschatz:
Modeling Skewed Distribution Using Multifractals and the '80-20' Law. VLDB 1996: 307-317 - [p2]Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya:
Design and Implementation of QBISM, a 3D Medical Image Database System. Multimedia Database System: Issues and Research Direction 1996: 79-100 - 1995
- [j25]Christos Faloutsos:
Fast Searching by Content in Multimedia Databases. IEEE Data Eng. Bull. 18(4): 31-40 (1995) - [j24]Christos Faloutsos, Raymond T. Ng, Timos K. Sellis:
Flexible and Adaptable Buffer Management Techniques for Database Management Systems. IEEE Trans. Computers 44(4): 546-560 (1995) - [c30]Christos Faloutsos, King-Ip Lin:
FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets. SIGMOD Conference 1995: 163-174 - [c29]Christos Faloutsos:
Indexing Multimedia Databases (Tutorial). SIGMOD Conference 1995: 467 - [c28]Anil Kumar, Vassilis J. Tsotras, Christos Faloutsos:
Access Methods for Bi-Temporal Databases. Temporal Databases 1995: 235-254 - [c27]Alberto Belussi, Christos Faloutsos:
Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension. VLDB 1995: 299-310 - 1994
- [j23]Christos Faloutsos, Ron Barber, Myron Flickner, Jim Hafner, Wayne Niblack, Dragutin Petkovic, William Equitz:
Efficient and Effective Querying by Image Content. J. Intell. Inf. Syst. 3(3/4): 231-262 (1994) - [j22]King-Ip Lin, H. V. Jagadish, Christos Faloutsos:
The TV-Tree: An Index Structure for High-Dimensional Data. VLDB J. 3(4): 517-542 (1994) - [c26]George Panagopoulos, Christos Faloutsos:
Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture. EDBT 1994: 379-392 - [c25]Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya:
QBISM: Extending a DBMS to Support 3D Medical Images. ICDE 1994: 314-325 - [c24]Christos Faloutsos, Ibrahim Kamel:
Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension. PODS 1994: 4-13 - [c23]Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos:
Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference 1994: 419-429 - [c22]Rakesh Agrawal, Michael J. Carey, Christos Faloutsos, Sakti P. Ghosh, Maurice A. W. Houtsma, Tomasz Imielinski, Balakrishna R. Iyer, A. Mahboob, H. Miranda, Ramakrishnan Srikant, Arun N. Swami:
Quest: A Project on Database Mining. SIGMOD Conference 1994: 514 - [c21]Ibrahim Kamel, Christos Faloutsos:
Hilbert R-tree: An Improved R-tree using Fractals. VLDB 1994: 500-509 - 1993
- [j21]Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya:
QBISM: A Prototype 3-D Medical Image Database System. IEEE Data Eng. Bull. 16(1): 38-42 (1993) - [j20]Christos Faloutsos, Ibrahim Kamel:
High Performance R-trees. IEEE Data Eng. Bull. 16(3): 28-33 (1993) - [c20]Ibrahim Kamel, Christos Faloutsos:
On Packing R-trees. CIKM 1993: 490-499 - [c19]Rakesh Agrawal, Christos Faloutsos, Arun N. Swami:
Efficient Similarity Search In Sequence Databases. FODO 1993: 69-84 - [c18]Christos Faloutsos, Pravin Bhagwat:
Declustering Using Fractals. PDIS 1993: 18-25 - [c17]Wayne Niblack, Ron Barber, William Equitz, Myron Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, Christos Faloutsos, Gabriel Taubin:
The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) 1993: 173-187 - 1992
- [j19]Christos Faloutsos:
Analytical results on the quadtree decomposition of arbitrary rectangles. Pattern Recognit. Lett. 13(1): 31-40 (1992) - [j18]Zheng Lin, Christos Faloutsos:
Frame-Sliced Signature Files. IEEE Trans. Knowl. Data Eng. 4(3): 281-289 (1992) - [c16]Christos Faloutsos, H. V. Jagadish:
Hybrid Index Organizations for Text Databases. EDBT 1992: 310-327 - [c15]Ibrahim Kamel, Christos Faloutsos:
Parallel R-trees. SIGMOD Conference 1992: 195-204 - [c14]Christos Faloutsos, H. V. Jagadish:
On B-Tree Indices for Skewed Distributions. VLDB 1992: 363-374 - [p1]Christos Faloutsos:
Signature Files. Information Retrieval: Data Structures & Algorithms 1992: 44-65 - 1991
- [j17]Christos Faloutsos, Dimitris N. Metaxas:
Disk Allocation Methods Using Error Correcting Codes. IEEE Trans. Computers 40(8): 907-914 (1991) - [j16]Nick Roussopoulos, Leo Mark, Timos K. Sellis, Christos Faloutsos:
An Architecture for High Performance Engineering Information Systems. IEEE Trans. Software Eng. 17(1): 22-33 (1991) - [c13]Christos Faloutsos, Yi Rong:
DOT: A Spatial Access Method Using Fractals. ICDE 1991: 152-159 - [c12]Raymond T. Ng, Christos Faloutsos, Timos K. Sellis:
Flexible Buffer Allocation Based on Marginal Gains. SIGMOD Conference 1991: 387-396 - [c11]Christos Faloutsos, Raymond T. Ng, Timos K. Sellis:
Predictive Load Control for Flexible Buffer Allocation. VLDB 1991: 265-274 - 1990
- [j15]Yannis Manolopoulos, Christos Faloutsos:
Analysis for the End of Block Wasted Space. BIT 30(4): 620-630 (1990) - [j14]Christos Faloutsos:
Signature-Based Text Retrieval Methods: A Survey. IEEE Data Eng. Bull. 13(1): 25-32 (1990) - [j13]Christos Faloutsos, Raymond Y. N. Lee, Catherine Plaisant, Ben Shneiderman:
Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues. Hypermedia 2(3): 183-200 (1990)
1980 – 1989
- 1989
- [j12]Chih-Chen Lin, Leo Mark, Timos K. Sellis, Christos Faloutsos:
Performance Issues in the Binary Relationship Model. Data Knowl. Eng. 4: 195-221 (1989) - [j11]Christos Faloutsos, Winston Rego:
Tri-cell-a data structure for spatial objects. Inf. Syst. 14(2): 131-139 (1989) - [c10]Christos Faloutsos, Shari Roseman:
Fractals for Secondary Key Retrieval. PODS 1989: 247-252 - [c9]Christos Faloutsos, Dimitris N. Metaxas:
Declustering Using Error Correcting Codes. PODS 1989: 253-258 - 1988
- [j10]Christos Faloutsos:
Signature Files: An Integrated Access Method for Text and Attributes, Sluitable for Optical Disk Storage. BIT 28(4): 736-754 (1988) - [j9]Timos K. Sellis, Nick Roussopoulos, Leo Mark, Christos Faloutsos:
Expert Database Systems: Efficient Support for Engineering Environments. Data Knowl. Eng. 3: 71-85 (1988) - [j8]Nick Roussopoulos, Christos Faloutsos, Timos K. Sellis:
An Efficient Pictorial Database System for PSQL. IEEE Trans. Software Eng. 14(5): 639-650 (1988) - [j7]Christos Faloutsos:
Gray Codes for Partial Match and Range Queries. IEEE Trans. Software Eng. 14(10): 1381-1393 (1988) - [c8]Christos Faloutsos, Raphael Chan:
Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison. VLDB 1988: 280-293 - 1987
- [b1]Christos Faloutsos:
Signature files: an access method for textual messages. University of Toronto, Canada, 1987 - [j6]Christos Faloutsos, Stavros Christodoulakis:
Optimal Signature Extraction and Information Loss. ACM Trans. Database Syst. 12(3): 395-428 (1987) - [j5]Christos Faloutsos, Stavros Christodoulakis:
Description and Performance Analysis of Signature File Methods for Office Filing. ACM Trans. Inf. Syst. 5(3): 237-257 (1987) - [c7]Christos Faloutsos, Timos K. Sellis, Nick Roussopoulos:
Analysis of Object Oriented Spatial Access Methods. SIGMOD Conference 1987: 426-439 - [c6]Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos:
The R+-Tree: A Dynamic Index for Multi-Dimensional Objects. VLDB 1987: 507-518 - 1986
- [j4]Stavros Christodoulakis, Christos Faloutsos:
Design and Performance Considerations for an Optical Disk-Based Multimedia Object Server. Computer 19(12): 45-56 (1986) - [c5]Christos Faloutsos:
Multiattribute Hashing Using Gray Codes. SIGMOD Conference 1986: 227-238 - 1985
- [j3]Christos Faloutsos:
Access Methods for Text. ACM Comput. Surv. 17(1): 49-74 (1985) - [c4]Christos Faloutsos:
Signature files: Design and Performance Comparison of Some Signature Extraction Methods. SIGMOD Conference 1985: 63-82 - [c3]Christos Faloutsos, Stavros Christodoulakis:
Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies. VLDB 1985: 165-170 - 1984
- [j2]Christos Faloutsos, Stavros Christodoulakis:
Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation. ACM Trans. Inf. Syst. 2(4): 267-288 (1984) - [j1]Stavros Christodoulakis, Christos Faloutsos:
Design Considerations for a Message File Server. IEEE Trans. Software Eng. 10(2): 201-210 (1984) - 1983
- [c2]Dennis Tsichritzis, Stavros Christodoulakis, P. Economopoulos, Christos Faloutsos, Alison Lee, D. Lee, J. Vandenbroeck, Carson C. Woo:
A Multimedia Office Filing System. VLDB 1983: 2-7 - 1982
- [c1]Stavros Christodoulakis, Christos Faloutsos:
Performance Considerations in Message Files. Int. CMG Conference 1982: 262-268
Coauthor Index
Robson L. F. Cordeiro
aka: Robson Leonardo Ferreira Cordeiro
aka: Robson Leonardo Ferreira Cordeiro
Xin Dong 0001
aka: Xin Luna Dong
aka: Xin Luna Dong
[j174] [j168] [j167] [j165] [i49] [j161] [c439] [c438] [c434] [c433] [i44] [i40] [i39] [i38] [j155] [c421] [c419] [c418] [c417] [i37] [i35] [j150] [c414] [c406] [c403] [c402] [c401] [c399] [i33] [j141] [c398] [c391] [c390] [c388] [c385] [c384] [c383] [c378] [c376] [i28] [i26] [i25] [i22] [j125] [c368] [c364] [c359] [c357] [c356] [c340] [c339] [i15] [i13]
Antonio Alfredo Ferreira Loureiro
aka: Antonio A. F. Loureiro
aka: Antonio A. F. Loureiro
Pedro O. S. Vaz de Melo
aka: Pedro Olmo Stancioli Vaz de Melo
aka: Pedro Olmo Stancioli Vaz de Melo
Partha P. Talukdar
aka: Partha Pratim Talukdar
aka: Partha Pratim Talukdar
Agma J. M. Traina
aka: Agma Juci Machado Traina
aka: Agma Juci Machado Traina
Caetano Traina Jr.
aka: Caetano Traina
aka: Caetano Traina
Hyung Jeong Yang
aka: Hyung-Jeong Yang
aka: Hyung-Jeong Yang
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