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IEEE Transactions on Knowledge and Data Engineering, Volume 32
Volume 32, Number 1, January 2020
- Georgios Giasemidis
, Nikolaos Kaplis, Ioannis Agrafiotis, Jason R. C. Nurse
:
A Semi-Supervised Approach to Message Stance Classification. 1-11 - Asieh Ghanbarpour
, Hassan Naderi
:
An Attribute-Specific Ranking Method Based on Language Models for Keyword Search over Graphs. 12-25 - Bolong Zheng
, Kai Zheng
, Christian S. Jensen
, Nguyen Quoc Viet Hung
, Han Su, Guohui Li
, Xiaofang Zhou
:
Answering Why-Not Group Spatial Keyword Queries. 26-39 - Sin G. Teo
, Jianneng Cao, Vincent C. S. Lee
:
DAG: A General Model for Privacy-Preserving Data Mining. 40-53 - Seyed Ali Osia
, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas
, Hamed Haddadi, Hamid R. Rabiee
:
Deep Private-Feature Extraction. 54-66 - Sutedi Sutedi
, Noor Akhmad Setiawan
, Teguh Bharata Adji
:
Enhanced Graph Transforming V2 Algorithm for Non-Simple Graph in Big Data Pre-Processing. 67-77 - Fan Zhang
, Conggai Li
, Ying Zhang
, Lu Qin
, Wenjie Zhang
:
Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems. 78-91 - Kaixing Dong, Bowen Zhang, Yanyan Shen
, Yanmin Zhu
, Jiadi Yu
:
GAT: A Unified GPU-Accelerated Framework for Processing Batch Trajectory Queries. 92-107 - Djamel Edine Yagoubi, Reza Akbarinia
, Florent Masseglia, Themis Palpanas
:
Massively Distributed Time Series Indexing and Querying. 108-120 - Seyed Abbas Hosseini
, Ali Khodadadi
, Keivan Alizadeh, Ali Arabzadeh
, Mehrdad Farajtabar
, Hongyuan Zha, Hamid R. Rabiee
:
Recurrent Poisson Factorization for Temporal Recommendation. 121-134 - Chen Jason Zhang
, Lei Chen
, H. V. Jagadish
, Mengchen Zhang
, Yongxin Tong
:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. 135-151 - Stijn Heldens
, Nelly Litvak
, Maarten van Steen
:
Scalable Detection of Crowd Motion Patterns. 152-164 - Xiaojun Chen
, Guowen Yuan
, Feiping Nie
, Zhong Ming:
Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression. 165-176 - James S. Okolica
, Gilbert L. Peterson
, Robert F. Mills
, Michael R. Grimaila
:
Sequence Pattern Mining with Variables. 177-187 - Fanhua Shang
, Kaiwen Zhou, Hongying Liu
, James Cheng, Ivor W. Tsang
, Lijun Zhang
, Dacheng Tao
, Licheng Jiao
:
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. 188-202
Volume 32, Number 2, February 2020
- Zhou Yang
, Heli Sun
, Jianbin Huang
, Zhongbin Sun, Hui Xiong, Shaojie Qiao
, Ziyu Guan
, Xiaolin Jia:
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. 203-217 - Weiming Hu
, Jun Gao, Bing Li
, Ou Wu
, Junping Du
, Stephen J. Maybank
:
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression. 218-233 - Amal Saadallah
, Luís Moreira-Matias
, Ricardo Teixeira Sousa
, Jihed Khiari
, Erik Jenelius
, João Gama
:
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks. 234-245 - Jinyoung Yeo
, Seung-won Hwang, Sungchul Kim
, Eunyee Koh, Nedim Lipka
:
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability. 246-259 - Yongseok Son
, Moonsub Kim
, Sunggon Kim
, Heon Young Yeom
, Nam Sung Kim
, Hyuck Han
:
Design and Implementation of SSD-Assisted Backup and Recovery for Database Systems. 260-274 - Shaoxu Song
, Yu Sun
, Aoqian Zhang
, Lei Chen
, Jianmin Wang
:
Enriching Data Imputation under Similarity Rule Constraints. 275-287 - Yan Yan
, Mingkui Tan
, Ivor W. Tsang
, Yi Yang, Qinfeng Shi
, Chengqi Zhang
:
Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study. 288-301 - Alejandro Moreo
, Andrea Esuli
, Fabrizio Sebastiani
:
Learning to Weight for Text Classification. 302-316 - Qiang Cui
, Shu Wu
, Qiang Liu
, Wen Zhong, Liang Wang:
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation. 317-331 - Hai Jin
, Changfu Lin
, Hanhua Chen
, Jiangchuan Liu
:
QuickPoint: Efficiently Identifying Densest Sub-Graphs in Online Social Networks for Event Stream Dissemination. 332-346 - Boyi Hou
, Qun Chen
, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. 347-359 - Ioanna Tsalouchidou
, Francesco Bonchi
, Gianmarco De Francisci Morales
, Ricardo Baeza-Yates
:
Scalable Dynamic Graph Summarization. 360-373 - Xu Sun
, Xuancheng Ren
, Shuming Ma, Bingzhen Wei
, Wei Li, Jingjing Xu
, Houfeng Wang, Yi Zhang:
Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. 374-387 - Jinyoung Yeo
, Haeju Park
, Sanghoon Lee
, Eric Wonhee Lee
, Seung-won Hwang:
XINA: Explainable Instance Alignment Using Dominance Relationship. 388-401 - Dan Vilenchik
:
Simple Statistics Are Sometime Too Simple: A Case Study in Social Media Data. 402-408
Volume 32, Number 3, March 2020
- Yong Zhang
, Jiacheng Wu
, Jin Wang
, Chunxiao Xing
:
A Transformation-Based Framework for KNN Set Similarity Search. 409-423 - Jaewook Byun
, Sungpil Woo
, Daeyoung Kim
:
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time. 424-437 - Ryan A. Rossi
, Rong Zhou
, Nesreen K. Ahmed
:
Deep Inductive Graph Representation Learning. 438-452 - Dong Qin
, Xiangmin Zhou
, Lei Chen
, Guangyan Huang
, Yanchun Zhang
:
Dynamic Connection-Based Social Group Recommendation. 453-467 - Junbo Zhang
, Yu Zheng
, Junkai Sun, Dekang Qi:
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. 468-478 - Sungwook Kim
, Hyejin Shin
, Chung Hun Baek, Soohyung Kim, Junbum Shin:
Learning New Words from Keystroke Data with Local Differential Privacy. 479-491 - Xingzhong Du
, Hongzhi Yin
, Ling Chen
, Yang Wang
, Yi Yang, Xiaofang Zhou
:
Personalized Video Recommendation Using Rich Contents from Videos. 492-505 - Chenzi Zhang, Shuguang Hu
, Zhihao Gavin Tang
, T.-H. Hubert Chan
:
Re-Revisiting Learning on Hypergraphs: Confidence Interval, Subgradient Method, and Extension to Multiclass. 506-518 - Peiquan Jin
, Chengcheng Yang
, Xiaoliang Wang, Lihua Yue, Dezhi Zhang:
SAL-Hashing: A Self-Adaptive Linear Hashing Index for SSDs. 519-532 - Zhuhe Fang
, Chuliang Weng, Li Wang, Huiqi Hu, Aoying Zhou:
Scheduling Resources to Multiple Pipelines of One Query in a Main Memory Database Cluster. 533-546 - Bo Wu
, Wen-Huang Cheng
, Yongdong Zhang
, Juan Cao, Jintao Li, Tao Mei
:
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters. 547-559 - Lei Han, Jian Yang
, Weiliang Zhao
, Quan Z. Sheng
:
User Interface Derivation for Business Processes. 560-573 - Surong Yan
, Kwei-Jay Lin, Xiaolin Zheng
, Wenyu Zhang
:
Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT. 574-587 - Marcel Trotzek
, Sven Koitka
, Christoph M. Friedrich
:
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. 588-601 - Xianying Liu
, Qiang Zhu
, Sakti Pramanik, C. Titus Brown, Gang Qian:
VA-Store: A Virtual Approximate Store Approach to Supporting Repetitive Big Data in Genome Sequence Analyses. 602-616
Volume 32, Number 4, April 2020
- Lerong Ma
, Dandan Song, Lejian Liao, Jingang Wang:
A Hybrid Discriminative Mixture Model for Cumulative Citation Recommendation. 617-630 - Yu Zhu
, Jinghao Lin
, Shibi He
, Beidou Wang
, Ziyu Guan
, Haifeng Liu
, Deng Cai
:
Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning. 631-644 - Shuai Ma
, Renjun Hu, Luoshu Wang, Xuelian Lin
, Jinpeng Huai:
An Efficient Approach to Finding Dense Temporal Subgraphs. 645-658 - Huaqing Zhang
, Jian Wang
, Zhanquan Sun, Jacek M. Zurada, Nikhil R. Pal
:
Feature Selection for Neural Networks Using Group Lasso Regularization. 659-673 - Yulu Du
, Xiangwu Meng
, Yujie Zhang, Pengtao Lv:
GERF: A Group Event Recommendation Framework Based on Learning-to-Rank. 674-687 - Yang Gao
, Yue Xu
, Heyan Huang
, Qian Liu
, Linjing Wei, Luyang Liu:
Jointly Learning Topics in Sentence Embedding for Document Summarization. 688-699 - Libin Zheng
, Lei Chen
:
Multi-Campaign Oriented Spatial Crowdsourcing. 700-713 - Zheli Liu
, Bo Li
, Yanyu Huang
, Jin Li, Yang Xiang
, Witold Pedrycz
:
NewMCOS: Towards a Practical Multi-Cloud Oblivious Storage Scheme. 714-727 - Qinghua Huang
, Yongdong Chen, Longzhong Liu
, Dacheng Tao
, Xuelong Li:
On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. 728-738 - Min Chen
:
Reducing Web Page Complexity to Facilitate Effective User Navigation. 739-753 - Hadrien Van Lierde
, Tommy W. S. Chow
, Guanrong Chen
:
Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks. 754-767 - Davood Rafiei
, Fan Deng:
Similarity Join and Similarity Self-Join Size Estimation in a Streaming Environment. 768-781 - Mingjun Xiao
, Kai Ma, An Liu
, Hui Zhao, Zhixu Li
, Kai Zheng, Xiaofang Zhou
:
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing. 782-796 - Xuelong Li, Mulin Chen, Qi Wang
:
Adaptive Consistency Propagation Method for Graph Clustering. 797-802 - Bohan Zhang
, Scott Sanner, Mohamed Reda Bouadjenek
, Shagun Gupta
:
Bayesian Networks for Data Integration in the Absence of Foreign Keys. 803-808 - Xuelong Li, Mulin Chen, Qi Wang
:
Discrimination-Aware Projected Matrix Factorization. 809-814 - Zahra Ghafoori
, Sarah M. Erfani
, James C. Bezdek
, Shanika Karunasekera, Christopher Leckie:
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. 815-820 - Aref Majdara
, Saeid Nooshabadi
:
Nonparametric Density Estimation Using Copula Transform, Bayesian Sequential Partitioning, and Diffusion-Based Kernel Estimator. 821-826
Volume 32, Number 5, May 2020
- Shanshan Wan, Zhendong Niu
:
A Hybrid E-Learning Recommendation Approach Based on Learners' Influence Propagation. 827-840 - Chi Yang
, Xianghua Xu
, Kotagiri Ramamohanarao, Jinjun Chen
:
A Scalable Multi-Data Sources Based Recursive Approximation Approach for Fast Error Recovery in Big Sensing Data on Cloud. 841-854 - Jinhui Tang
, Xiaoyu Du
, Xiangnan He
, Fajie Yuan, Qi Tian
, Tat-Seng Chua
:
Adversarial Training Towards Robust Multimedia Recommender System. 855-867 - Yanchao Li
, Yongli Wang, Dong-Jun Yu
, Ning Ye, Peng Hu, Ruxin Zhao:
ASCENT: Active Supervision for Semi-Supervised Learning. 868-882 - Shounak Datta
, Sayak Nag
, Swagatam Das
:
Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning. 883-897 - Valeria Fionda
, Antonella Guzzo
:
Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools. 898-911 - Yiming Lin
, Hongzhi Wang
, Jianzhong Li
, Hong Gao
:
Efficient Entity Resolution on Heterogeneous Records. 912-926 - Han van der Aa
, Henrik Leopold
, Hajo A. Reijers
:
Efficient Process Conformance Checking on the Basis of Uncertain Event-to-Activity Mappings. 927-940 - Takuma Ebisu
, Ryutaro Ichise:
Generalized Translation-Based Embedding of Knowledge Graph. 941-951 - Zhao Zhang
, Yan Zhang, Guangcan Liu
, Jinhui Tang
, Shuicheng Yan, Meng Wang
:
Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. 952-970 - Yibo Sun
, Duyu Tang, Nan Duan
, Tao Qin
, Shujie Liu, Zhao Yan
, Ming Zhou, Yuanhua Lv, Wenpeng Yin
, Xiaocheng Feng, Bing Qin, Ting Liu:
Joint Learning of Question Answering and Question Generation. 971-982 - Tenindra Abeywickrama
, Muhammad Aamir Cheema
, Arijit Khan
:
K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks. 983-997 - Qin Hu
, Shengling Wang
, Peizi Ma
, Xiuzhen Cheng
, Weifeng Lv
, Rongfang Bie
:
Quality Control in Crowdsourcing Using Sequential Zero-Determinant Strategies. 998-1009 - Sina Dabiri
, Chang-Tien Lu
, Kevin P. Heaslip
, Chandan K. Reddy
:
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data. 1010-1023 - Yukuo Cen
, Jing Zhang
, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang
:
Trust Relationship Prediction in Alibaba E-Commerce Platform. 1024-1035
Volume 32, Number 6, June 2020
- Xiaoshuang Chen
, Yin Zheng
, Peilin Zhao
, Zhuxi Jiang, Wenye Ma, Junzhou Huang
:
A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding. 1036-1049 - Mohammad Aliannejadi
, Dimitrios Rafailidis
, Fabio Crestani
:
A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation. 1050-1063 - Andreas Ruscheinski
, Tom Warnke
, Adelinde M. Uhrmacher:
Artifact-Based Workflows for Supporting Simulation Studies. 1064-1078 - Yexin Li
, Yu Zheng
:
Citywide Bike Usage Prediction in a Bike-Sharing System. 1079-1091 - Wei Zhao
, Ziyu Guan
, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang
, Xiaofei He:
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. 1092-1103 - Everlandio R. Q. Fernandes
, André C. P. L. F. de Carvalho
, Xin Yao
:
Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data. 1104-1115 - Hao Wang
, Yan Yang
, Bing Liu:
GMC: Graph-Based Multi-View Clustering. 1116-1129 - Johannes De Smedt
, Galina Deeva
, Jochen De Weerdt
:
Mining Behavioral Sequence Constraints for Classification. 1130-1142 - Teng Zhang
, Zhi-Hua Zhou
:
Optimal Margin Distribution Machine. 1143-1156 - Sangmin Lee
, Seoung Bum Kim
:
Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. 1157-1166 - Feiping Nie
, Shaojun Shi
, Xuelong Li:
Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph. 1167-1178 - Dumitrel Loghin
, Shaofeng Cai
, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin
, Janice Ng
, Beng Chin Ooi
, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao
, Yang Yang
, Meihui Zhang
, Zhonghua Zhang:
The Disruptions of 5G on Data-Driven Technologies and Applications. 1179-1198 - Yazhou Yao
, Jian Zhang
, Fumin Shen
, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
:
Towards Automatic Construction of Diverse, High-Quality Image Datasets. 1199-1211 - Dong Huang
, Chang-Dong Wang
, Jian-Sheng Wu, Jian-Huang Lai
, Chee-Keong Kwoh
:
Ultra-Scalable Spectral Clustering and Ensemble Clustering. 1212-1226 - Hongmei Chen
, Yixiang Fang
, Ying Zhang
, Wenjie Zhang
, Lizhen Wang
:
ESPM: Efficient Spatial Pattern Matching. 1227-1233
Volume 32, Number 7, July 2020
- Sujoy Chatterjee
, Anirban Mukhopadhyay
, Malay Bhattacharyya
:
A Review of Judgment Analysis Algorithms for Crowdsourced Opinions. 1234-1248 - Yong Chen
, Junjie Wu
, Jianying Lin, Rui Liu
, Hui Zhang
, Zhiwen Ye:
Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling. 1249-1262 - Hung T. Nguyen
, Alberto Cano
, Tam Vu, Thang N. Dinh
:
Blocking Self-Avoiding Walks Stops Cyber-Epidemics: A Scalable GPU-Based Approach. 1263-1275 - Bin Liu
, Ying Li
, Soumya Ghosh, Zhaonan Sun, Kenney Ng
, Jianying Hu:
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach. 1276-1289 - Yulu Du
, Xiangwu Meng
, Yujie Zhang:
CVTM: A Content-Venue-Aware Topic Model for Group Event Recommendation. 1290-1303 - Lei Fang
, Juan Ye
, Simon Dobson
:
Discovery and Recognition of Emerging Human Activities Using a Hierarchical Mixture of Directional Statistical Models. 1304-1316 - Wenhui Yu
, Jinfei Liu
, Jian Pei
, Li Xiong
, Xu Chen
, Zheng Qin:
Efficient Contour Computation of Group-Based Skyline. 1317-1332 - Jianpeng Zhang
, Yulong Pei, George Fletcher
, Mykola Pechenizkiy
:
Evaluation of the Sample Clustering Process on Graphs. 1333-1347 - Zhan Bu
, Hui-Jia Li
, Chengcui Zhang, Jie Cao
, Aihua Li
, Yong Shi
:
Graph K-means Based on Leader Identification, Dynamic Game, and Opinion Dynamics. 1348-1361 - Jie Song
, HongYan He, Richard Thomas
, Yubin Bao, Ge Yu
:
Haery: A Hadoop Based Query System on Accumulative and High-Dimensional Data Model for Big Data. 1362-1377 - Zhen Chen
, Hanghang Tong
, Lei Ying
:
Inferring Full Diffusion History from Partial Timestamps. 1378-1392 - Wenhe Liu
, Dong Gong
, Mingkui Tan, Qinfeng (Javen) Shi
, Yi Yang, Alexander G. Hauptmann:
Learning Distilled Graph for Large-Scale Social Network Data Clustering. 1393-1404 - Kaiqi Zhang
, Hong Gao
, Xixian Han
, Zhipeng Cai
, Jianzhong Li
:
Modeling and Computing Probabilistic Skyline on Incomplete Data. 1405-1418 - Jinglin Xu, Junwei Han
, Feiping Nie
, Xuelong Li:
Multi-View Scaling Support Vector Machines for Classification and Feature Selection. 1419-1430 - Haoyang Zhu
, Xiaoyong Li
, Qiang Liu
, Zichen Xu
:
Top-k Dominating Queries on Skyline Groups. 1431-1444
Volume 32, Number 8, August 2020
- Daniela Pohl
, Abdelhamid Bouchachia
, Hermann Hellwagner
:
Active Online Learning for Social Media Analysis to Support Crisis Management. 1445-1458 - Yuanyuan Zhu
, Lu Qin
, Jeffrey Xu Yu
, Hong Cheng
:
Answering Top-$k$ k Graph Similarity Queries in Graph Databases. 1459-1474 - Wen Li, Ying Zhang
, Yifang Sun, Wei Wang, Mingjie Li
, Wenjie Zhang
, Xuemin Lin:
Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement. 1475-1488 - Joeri Rammelaere
, Floris Geerts
:
Cleaning Data with Forbidden Itemsets. 1489-1501 - Yujie Lin
, Pengjie Ren, Zhumin Chen, Zhaochun Ren
, Jun Ma, Maarten de Rijke
:
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation. 1502-1516 - Ye-Zheng Liu, Zhe Li, Chong Zhou
, Yuanchun Jiang
, Jianshan Sun, Meng Wang
, Xiangnan He
:
Generative Adversarial Active Learning for Unsupervised Outlier Detection. 1517-1528 - Tianfu He
, Jie Bao, Sijie Ruan
, Ruiyuan Li, Yanhua Li
, Hui He, Yu Zheng
:
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories. 1529-1542 - Chien-Liang Liu
, Po-Yen Hsieh:
Model-Based Synthetic Sampling for Imbalanced Data. 1543-1556 - Xiang Cheng
, Peng Tang
, Sen Su
, Rui Chen, Zequn Wu, Binyuan Zhu:
Multi-Party High-Dimensional Data Publishing Under Differential Privacy. 1557-1571 - Xun Yi
, Elisa Bertino
, Fang-Yu Rao
, Kwok-Yan Lam
, Surya Nepal
, Athman Bouguettaya
:
Privacy-Preserving User Profile Matching in Social Networks. 1572-1585 - Tzu-Tsung Wong
, Po-Yang Yeh:
Reliable Accuracy Estimates from k-Fold Cross Validation. 1586-1594 - Siqiang Luo
, Reynold Cheng
, Ben Kao
, Xiaokui Xiao
, Shuigeng Zhou
, Jiafeng Hu
:
ROAM: A Fundamental Routing Query on Road Networks with Efficiency. 1595-1609 - Miao Xu
, Yufeng Li
, Zhi-Hua Zhou:
Robust Multi-Label Learning with PRO Loss. 1610-1624 - Eleanna Kafeza
, Andreas Kanavos, Christos Makris
, Georgios Pispirigos, Pantelis Vikatos:
T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data. 1625-1638 - Hui Li
, Ye Liu
, Nikos Mamoulis
, David S. Rosenblum
:
Translation-Based Sequential Recommendation for Complex Users on Sparse Data. 1639-1651 - Hongke Zhao
, Binbin Jin
, Qi Liu
, Yong Ge
, Enhong Chen
, Xi Zhang
, Tong Xu
:
Voice of Charity: Prospecting the Donation Recurrence & Donor Retention in Crowdfunding. 1652-1665
Volume 32, Number 9, September 2020
- Bo Kang
, Kai Puolamäki
, Jefrey Lijffijt
, Tijl De Bie:
A Constrained Randomization Approach to Interactive Visual Data Exploration with Subjective Feedback. 1666-1679 - Xifeng Guo
, Xinwang Liu
, En Zhu
, Xinzhong Zhu, Miaomiao Li
, Xin Xu
, Jianping Yin
:
Adaptive Self-Paced Deep Clustering with Data Augmentation. 1680-1693 - Hyeong-Cheol Ryu
, Sungwon Jung
, Sakti Pramanik:
An Effective Clustering Method over CF$^+$+ Tree Using Multiple Range Queries. 1694-1706 - Nemanja Kojic
, Dragan Milicev:
Equilibrium of Redundancy in Relational Model for Optimized Data Retrieval. 1707-1721 - Amir Ghasemian
, Homa Hosseinmardi
, Aaron Clauset
:
Evaluating Overfit and Underfit in Models of Network Community Structure. 1722-1735 - Xin Liu, Hui-Min Cheng, Zhong-Yuan Zhang
:
Evaluation of Community Detection Methods. 1736-1746 - Chang Tang
, Xinwang Liu
, Xinzhong Zhu, Jian Xiong, Miaomiao Li
, Jingyuan Xia
, Xiangke Wang
, Lizhe Wang
:
Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization. 1747-1760 - Hao Huang, Qian Yan, Wei Lu
, Huaizhong Lin, Yunjun Gao
, Lei Chen
:
LERI: Local Exploration for Rare-Category Identification. 1761-1772 - Alon Bartal
, Gilad Ravid
:
Member Behavior in Dynamic Online Communities: Role Affiliation Frequency Model. 1773-1784 - Tharindu Fernando
, Simon Denman
, Sridha Sridharan
, Clinton Fookes
:
Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis. 1785-1797 - Saurabh Agrawal
, Michael S. Steinbach
, Daniel Boley, Snigdhansu Chatterjee
, Gowtham Atluri, Anh The Dang, Stefan Liess
, Vipin Kumar:
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks. 1798-1811 - Giulio Ermanno Pibiri
, Rossano Venturini
:
On Optimally Partitioning Variable-Byte Codes. 1812-1823 - Li Liu
, Xin Li
, William K. Cheung
, Lejian Liao:
Structural Representation Learning for User Alignment Across Social Networks. 1824-1837 - Imran Khan
, Zongwei Luo, Joshua Zhexue Huang, Waseem Shahzad:
Variable Weighting in Fuzzy k-Means Clustering to Determine the Number of Clusters. 1838-1853
Volume 32, Number 10, October 2020
- Le Wu
, Lei Chen
, Richang Hong
, Yanjie Fu, Xing Xie
, Meng Wang:
A Hierarchical Attention Model for Social Contextual Image Recommendation. 1854-1867 - Huan Wang
, Chunming Qiao:
A Nodes' Evolution Diversity Inspired Method to Detect Anomalies in Dynamic Social Networks. 1868-1880 - Suppawong Tuarob
, Sung Woo Kang, Poom Wettayakorn, Chanatip Pornprasit, Tanakitti Sachati, Saeed-Ul Hassan
, Peter Haddawy:
Automatic Classification of Algorithm Citation Functions in Scientific Literature. 1881-1896 - Siqiang Luo
, Xiaokui Xiao
, Wenqing Lin
, Ben Kao
:
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy. 1897-1908 - Yanbin Hao
, Tingting Mu
, Richang Hong
, Meng Wang
, Xueliang Liu
, John Yannis Goulermas
:
Cross-Domain Sentiment Encoding through Stochastic Word Embedding. 1909-1922 - Liang Zhao
, Feng Chen, Yanfang Ye:
Efficient Learning with Exponentially-Many Conjunctive Precursors for Interpretable Spatial Event Forecasting. 1923-1935 - Hao Lin
, Guannan Liu
, Junjie Wu
, Yuan Zuo, Xin Wan, Hong Li:
Fraud Detection in Dynamic Interaction Network. 1936-1950 - Xiushan Nie
, Weizhen Jing, Chaoran Cui, Chen Jason Zhang, Lei Zhu
, Yilong Yin
:
Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval. 1951-1965 - Xike Xie
, Kai Zou, Xingjun Hao, Torben Bach Pedersen
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OLAP over Probabilistic Data Cubes II: Parallel Materialization and Extended Aggregates. 1966-1981 - Natalia Arzamasova
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On the Usefulness of SQL-Query-Similarity Measures to Find User Interests. 1982-1999 - Antoine Cully
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Online Knowledge Level Tracking with Data-Driven Student Models and Collaborative Filtering. 2000-2013 - Rong Wang
, Feiping Nie
, Zhen Wang
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, Xuelong Li:
Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning. 2014-2025 - Lei Wang, Jianwei Niu
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SentiDiff: Combining Textual Information and Sentiment Diffusion Patterns for Twitter Sentiment Analysis. 2026-2039 - Behrooz Omidvar-Tehrani
, Sihem Amer-Yahia:
User Group Analytics Survey and Research Opportunities. 2040-2059
Volume 32, Number 11, November 2020
- Caihua Shan
, Nikos Mamoulis
, Guoliang Li
, Reynold Cheng
, Zhipeng Huang
, Yudian Zheng
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A Crowdsourcing Framework for Collecting Tabular Data. 2060-2074 - Francisco J. Valverde-Albacete
, Carmen Peláez-Moreno
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A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods. 2075-2087 - Pasquale De Meo
, Mark Levene
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, Alessandro Provetti
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A General Centrality Framework-Based on Node Navigability. 2088-2100 - Shuai Ding
, Zijie Yue
, Shanlin Yang
, Feng Niu
, Youtao Zhang
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A Novel Trust Model Based Overlapping Community Detection Algorithm for Social Networks. 2101-2114 - Lun Hu
, Keith C. C. Chan, Xiaohui Yuan, Shengwu Xiong
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A Variational Bayesian Framework for Cluster Analysis in a Complex Network. 2115-2128 - Soumajit Pramanik
, Rajarshi Haldar, Anand Kumar, Sayan Pathak, Bivas Mitra:
Deep Learning Driven Venue Recommender for Event-Based Social Networks. 2129-2143 - Di Jin
, Kunzeng Wang
, Ge Zhang
, Pengfei Jiao
, Dongxiao He
, Françoise Fogelman-Soulié
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Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics. 2144-2158 - Lusi Li
, Haibo He, Jie Li
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Entropy-based Sampling Approaches for Multi-Class Imbalanced Problems. 2159-2170 - Chaoqun Zheng
, Lei Zhu
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Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval. 2171-2184 - Reza Rawassizadeh
, Hamidreza Keshavarz
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Ghost Imputation: Accurately Reconstructing Missing Data of the Off Period. 2185-2197 - Victor Junqiu Wei
, Raymond Chi-Wing Wong, Cheng Long
, Pan Hui
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On Nearby-Fit Spatial Keyword Queries. 2198-2212 - Shenggong Ji
, Yu Zheng
, Wenjun Wang, Tianrui Li
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Real-Time Ambulance Redeployment: A Data-Driven Approach. 2213-2226 - Kai Zheng
, Yan Zhao
, Defu Lian
, Bolong Zheng, Guanfeng Liu
, Xiaofang Zhou
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Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. 2227-2240 - Marc Bury, Chris Schwiegelshohn
, Mara Sorella
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Similarity Search for Dynamic Data Streams. 2241-2253 - Kaiyu Feng
, Tao Guo, Gao Cong
, Sourav S. Bhowmick
, Shuai Ma
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SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects. 2254-2268 - Jingyuan Wang
, Junjie Wu
, Ze Wang, Fei Gao
, Zhang Xiong:
Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization. 2269-2283
Volume 32, Number 12, December 2020
- Yeounoh Chung
, Tim Kraska, Neoklis Polyzotis
, Ki Hyun Tae
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Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach. 2284-2296 - Kai Han
, Yuntian He
, Keke Huang
, Xiaokui Xiao
, Shaojie Tang, Jingxin Xu, Liusheng Huang:
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks. 2297-2309 - Shangfei Wang
, Guozhu Peng
, Zhuangqiang Zheng
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Capturing Joint Label Distribution for Multi-Label Classification Through Adversarial Learning. 2310-2321 - Peng Zhang
, Suge Wang
, Deyu Li
, Xiaoli Li
, Zhikang Xu
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Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model. 2322-2335 - Yan Zhao
, Kai Zheng
, Yang Li, Han Su, Jiajun Liu
, Xiaofang Zhou
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Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. 2336-2350 - M. Thangavel
, P. Varalakshmi
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Enabling Ternary Hash Tree Based Integrity Verification for Secure Cloud Data Storage. 2351-2362 - Ikkyun Song, Yicheng Yang, Jongho Im, Tong Tong, Halil Ceylan
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Impacts of Fractional Hot-Deck Imputation on Learning and Prediction of Engineering Data. 2363-2373 - Senzhang Wang
, Hao Chen, Jiannong Cao
, Jiawei Zhang, Philip S. Yu:
Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems. 2374-2388 - Feiping Nie
, Lai Tian
, Rong Wang
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Multiview Semi-Supervised Learning Model for Image Classification. 2389-2400 - Xijiong Xie
, Shiliang Sun
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Multi-View Support Vector Machines with the Consensus and Complementarity Information. 2401-2413 - Linchuan Xu
, Jiannong Cao
, Xiaokai Wei, Philip S. Yu:
Network Embedding via Coupled Kernelized Multi-Dimensional Array Factorization. 2414-2425 - Xiaoqian Zhang
, Beijia Chen, Huaijiang Sun
, Zhigui Liu, Zhenwen Ren
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Robust Low-Rank Kernel Subspace Clustering based on the Schatten p-norm and Correntropy. 2426-2437 - Mohammadreza Najafi
, Mohammad Sadoghi
, Hans-Arno Jacobsen
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Scalable Multiway Stream Joins in Hardware. 2438-2452 - Wei Song
, Hans-Arno Jacobsen
, Fangfei Chen:
Scientific Workflow Protocol Discovery from Public Event Logs in Clouds. 2453-2466 - Yang Xu
, Bin Yao
, Zhi-Jie Wang
, Xiaofeng Gao
, Jiong Xie
, Minyi Guo
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Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data. 2467-2480 - Daniele Miorandi
, Alessandra Rizzardi
, Sabrina Sicari
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Sticky Policies: A Survey. 2481-2499 - Shan Jiang
, Hsinchun Chen:
Corrections to "NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks". 2500
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