PPDO: a privacy-preservation-aware delay optimization task-offloading algorithm for collaborative edge computing. - Jing, Chao; Xu, Jianwu (Frontiers Inf. Technol. Electron. Eng., 2025)

Novel Convolutional Neural Network with Variational Information Bottleneck for P300 Detection. - Liao, Hongpeng; Xu, Jianwu; Yu, Zhuliang (Entropy, 2021)

Mining Multivariate Discrete Event Sequences for Knowledge Discovery and Anomaly Detection. - Nie, Bin; Xu, Jianwu; Alter, Jacob; Chen, Haifeng; Smirni, Evgenia (2020)

Temporal Context-Aware Representation Learning for Question Routing. - Zhang, Xuchao; Cheng, Wei; Zong, Bo; Chen, Yuncong; Xu, Jianwu; Li, Ding; Chen, Haifeng (2020)

LogLens: A Real-Time Log Analysis System. - Debnath, Biplob; Solaimani, Mohiuddin; Gulzar, Muhammad Ali; Arora, Nipun; Lumezanu, Cristian; Xu, Jianwu; Zong, Bo; Zhang, Hui; Jiang, Guofei; Khan, Latifur (2018)

CloudSeer: Workflow Monitoring of Cloud Infrastructures via Interleaved Logs. - Yu, Xiao; Joshi, Pallavi; Xu, Jianwu; Jin, Guoliang; Zhang, Hui; Jiang, Guofei (2016)

Automated IT system failure prediction: A deep learning approach. - Zhang, Ke; Xu, Jianwu; Min, Martin Renqiang; Jiang, Guofei; Pelechrinis, Konstantinos; Zhang, Hui (2016)

LogMine: Fast Pattern Recognition for Log Analytics. - Hamooni, Hossein; Debnath, Biplob; Xu, Jianwu; Zhang, Hui; Jiang, Guofei; Mueen, Abdullah (2016)

Max-AUC Feature Selection in Computer-Aided Detection of Polyps in CT Colonography. - Xu, Jianwu; Suzuki, Kenji (IEEE J. Biomed. Health Informatics, 2014)

The Construction of a Clinical Decision Support System Based on Knowledge Base. - Xu, Jianwu; Zhang, Xiumei; Cheng, Yuhua; Yang, Gongliang; Liu, Junli (2014)

Maximal partial AUC feature selection in computer-aided detection of hepatocellular carcinoma in contrast-enhanced hepatic CT. - Xu, Jianwu; Suzuki, Kenji (2012)

Computer-aided detection of polyps in CT colonography by means of AdaBoost. - Xu, Jianwu; Suzuki, Kenji (2012)

A test of independence based on a generalized correlation function. - Rao, Murali; Seth, Sohan; Xu, Jian-Wu; Chen, Yunmei; Tagare, Hemant D.; Príncipe, José C. (Signal Process., 2011)

Computer-aided detection of hepatocellular carcinoma in hepatic CT: False positive reduction with feature selection. - Xu, Jianwu; Suzuki, Kenji (2011)

Computer-aided detection of hepatocellular carcinoma in multiphase contrast-enhanced hepatic CT: a preliminary study. - Xu, Jianwu; Suzuki, Kenji; Hori, Masatoshi; Oto, Aytekin; Baron, Richard (2011)

Computer-Aided Detection of Polyps in CT Colonography with Pixel-Based Machine Learning Techniques. - Xu, Jianwu; Suzuki, Kenji (2011)

Massive-Training Artificial Neural Network Coupled With Laplacian-Eigenfunction-Based Dimensionality Reduction for Computer-Aided Detection of Polyps in CT Colonography. - Suzuki, Kenji; Zhang, Jun; Xu, Jianwu (IEEE Trans. Medical Imaging, 2010)

CT liver volumetry using geodesic active contour segmentation with a level-set algorithm. - Suzuki, Kenji; Epstein, Mark L.; Kohlbrenner, Ryan; Obajuluwa, Ademola; Xu, Jianwu; Hori, Masatoshi; Baron, Richard (2010)

Automated scheme for measuring polyp volume in CT colonography using Hessian matrix-based shape extraction and 3D volume growing. - Suzuki, Kenji; Epstein, Mark L.; Xu, Jianwu; Obara, Piotr; Rockey, Don C.; Dachman, Abraham H. (2010)

False-Positive Reduction in Computer-Aided Detection of Polyps in CT Colonography: A Massive-Training Support Vector Regression Approach. - Xu, Jianwu; Suzuki, Kenji (2010)

Principal-Component Massive-Training Machine-Learning Regression for False-Positive Reduction in Computer-Aided Detection of Polyps in CT Colonography. - Suzuki, Kenji; Xu, Jianwu; Zhang, Jun; Sheu, Ivan (2010)

A Reproducing Kernel Hilbert Space Framework for ITL. - Xu, Jian-Wu; Jenssen, Robert; Paiva, António R. C.; Park, Il (2010)

Correntropy for Random Variables: Properties and Applications in Statistical Inference. - Liu, Weifeng; Pokharel, Puskal P.; Xu, Jian-Wu; Seth, Sohan (2010)

Correntropy for Random Processes: Properties and Applications in Signal Processing. - Pokharel, Puskal P.; Santamaría, Ignacio; Xu, Jianwu; Jeong, Kyu-Hwa; Liu, Weifeng (2010)

A Hierarchical Classification Model for Document Categorization. - Xu, Jian-Wu; Singh, Vartika; Govindaraju, Venu; Neogi, Depankar (2009)

A Cascade Multiple Classifier System for Document Categorization. - Xu, Jian-Wu; Singh, Vartika; Govindaraju, Venu; Neogi, Depankar (2009)

A new nonlinear similarity measure for multichannel signals. - Xu, Jian-Wu; Bakardjian, Hovagim; Cichocki, Andrzej; Príncipe, José C. (Neural Networks, 2008)

A Pitch Detector Based on a Generalized Correlation Function. - Xu, Jian-Wu; Príncipe, José Carlos (IEEE Trans. Speech Audio Process., 2008)

A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning. - Xu, Jian-Wu; Paiva, António R. C.; Park, Il; Príncipe, José Carlos (IEEE Trans. Signal Process., 2008)

Automatic medical coding of patient records via weighted ridge regression. - Xu, Jian-Wu; Yu, Shipeng; Bi, Jinbo; Lita, Lucian Vlad; Niculescu, Radu Stefan; Rao, R. Bharat (2007)

A New Nonlinear Similarity Measure for Multichannel Biological Signals. - Xu, Jian-Wu; Bakardjian, Hovagim; Cichocki, Andrzej; Príncipe, José C. (2007)

Kernel Principal Components Are Maximum Entropy Projections. - Paiva, António R. C.; Xu, Jian-Wu; Príncipe, José Carlos (2006)

An Explicit Construction Of A Reproducing Gaussian Kernel Hilbert Space. - Xu, Jian-Wu; Pokharel, Puskal P.; Jeong, Kyu-Hwa; Príncipe, José C. (2006)

A Closed Form Solution for a Nonlinear Wiener Filter. - Pokharel, Puskal P.; Xu, Jian-Wu; Erdogmus, Deniz; Príncipe, José C. (2006)

Kernel Based Synthetic Discriminant Function for Object Recognition. - Jeong, Kyu-Hwa; Pokharel, Puskal P.; Xu, Jian-Wu; Han, Seungju; Príncipe, José C. (2006)

Nonlinear Component Analysis Based on Correntropy. - Xu, Jian-Wu; Pokharel, Puskal P.; Paiva, António R. C.; Príncipe, José C. (2006)

Local Linear PID Controllers for Nonlinear Control. - Lan, Jing; Cho, Jeongho; Erdogmus, Deniz; Príncipe, José C.; Motter, Mark A.; Xu, Jian-Wu (Control. Intell. Syst., 2005)

A new classifier based on information theoretic learning with unlabeled data. - Jeong, Kyu-Hwa; Xu, Jian-Wu; Erdogmus, Deniz; Príncipe, José Carlos (Neural Networks, 2005)

Minimum error entropy Luenberger observer. - Xu, Jian-Wu; Erdogmus, Deniz; Príncipe, José C. (2005)

An information-theoretic perspective to kernel independent components analysis. - Xu, Jian-Wu; Erdogmus, Deniz; Jenssen, Robert; Príncipe, José C. (2005)

An information theoretic approach to adaptive system training using unlabeled data. - Jeong, Kyu-Hwa; Xu, Jian-Wu; Príncipe, José C. (2005)

Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. - Xu, Jian-Wu; Erdogmus, Deniz; Rao, Yadunandana N.; Príncipe, José Carlos (2004)

Minimizing Fisher information of the error in supervised adaptive filter training. - Xu, Jian-Wu; Erdogmus, Deniz; Príncipe, José C. (2004)