Tommy W. S. Chow

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 93

Top Venues

CoRR

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Publications

Yang Zhao, Jianghong Ma, Tommy W. S. Chow
Extractive Negative Opinion Summarization of Consumer Electronics Reviews. IEEE Trans. Consumer Electron. 70 (1) (2024)
Yiwen Liu, Wenyu Xing, Mingquan Lin, Yuping Liu, Tommy W. S. Chow
A New Classification Method for Diagnosing COVID-19 Pneumonia via Joint Parallel Deformable MLP Modules and Bi-LSTM With Multi-Source Generated Data of CXR Images. IEEE Trans. Consumer Electron. 70 (1) (2024)
Linshan Jia, Tommy W. S. Chow, Yu Wang, Jianghong Ma
Dynamic Balanced Dual Prototypical Domain Generalization for Cross-Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Wenting Chen, Jie Liu, Tommy W. S. Chow, Yixuan Yuan
Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. CoRR (2024)
Xiaolei Lu, Tommy W. S. Chow
Partial Sequence Labeling With Structured Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Linshan Jia, Tommy W. S. Chow, Yixuan Yuan
Causal Disentanglement Domain Generalization for time-series signal fault diagnosis. Neural Networks 172 (2024)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Collaborative Residual Metric Learning. SIGIR (2023)
Tianjun Wei, Tommy W. S. Chow
FGCR: Fused graph context-aware recommender system. Knowl. Based Syst. 277 (2023)
Yang Zhao, Tommy W. S. Chow
Opinion Summarization via Submodular Information Measures. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Linshan Jia, Tommy W. S. Chow, Yixuan Yuan
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis. Eng. Appl. Artif. Intell. 119 (2023)
Tianjun Wei, Tommy W. S. Chow, Jianghong Ma
Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Collaborative Residual Metric Learning. CoRR (2023)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation. WWW (2023)
Mingxuan Mao, Xinying Feng, Jihao Xin, Tommy W. S. Chow
A Convolutional Neural Network-Based Maximum Power Point Voltage Forecasting Method for Pavement PV Array. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaolei Lu, Tommy W. S. Chow
Modeling Sequential Annotations for Sequence Labeling With Crowds. IEEE Trans. Cybern. 53 (4) (2023)
Jianghong Ma, Tommy W. S. Chow
Latent Topic-Aware Multioutput Learning. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Tianjun Wei, Tommy W. S. Chow, Jianghong Ma, Mingbo Zhao
ExpGCN: Review-aware Graph Convolution Network for explainable recommendation. Neural Networks 157 (2023)
Choujun Zhan, Yonglin Liu, Zeqiong Wu, Mingbo Zhao, Tommy W. S. Chow
A hybrid machine learning framework for forecasting house price. Expert Syst. Appl. 233 (2023)
Junwei Gu, Yu Wang, Tommy W. S. Chow, Mingquan Zhang, Wenjian Lu
A locally weighted multi-domain collaborative adaptation for failure prediction in SSDs. Knowl. Based Syst. 280 (2023)
Xiaolei Lu, Tommy W. S. Chow
Weak Disambiguation for Partial Structured Output Learning. IEEE Trans. Cybern. 52 (2) (2022)
Linshan Jia, Tommy W. S. Chow, Yu Wang, Yixuan Yuan
Multiscale Residual Attention Convolutional Neural Network for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Yu Wang, Yanxu Liu, Tommy W. S. Chow, Junwei Gu, Mingquan Zhang
A Balanced Adversarial Domain Adaptation Method for Partial Transfer Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Xiaolei Lu, Tommy W. S. Chow
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction. CoRR (2022)
Jianghong Ma, Tommy W. S. Chow, Haijun Zhang
Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning. IEEE Trans. Cybern. 52 (1) (2022)
Xiaolei Lu, Tommy W. S. Chow
Modeling sequential annotations for sequence labeling with crowds. CoRR (2022)
Xiaolei Lu, Tommy W. S. Chow
Partial sequence labeling with structured Gaussian Processes. CoRR (2022)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Efficient and Scalable Recommendation via Item-Item Graph Partitioning. CoRR (2022)
Jianghong Ma, Bernard Chi Yuen Chiu, Tommy W. S. Chow
Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation. IEEE Trans. Cybern. 52 (6) (2022)
Jianghong Ma, Tommy W. S. Chow
Topic-Based Instance and Feature Selection in Multilabel Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Jicong Fan, Tommy W. S. Chow, S. Joe Qin
Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. IEEE Trans. Ind. Informatics 18 (7) (2022)
Xiaolei Lu, Tommy W. S. Chow
Weak Disambiguation for Partial Structured Output Learning. CoRR (2022)
Yanxu Liu, Yu Wang, Tommy W. S. Chow, Baotong Li
Deep Adversarial Subdomain Adaptation Network for Intelligent Fault Diagnosis. IEEE Trans. Ind. Informatics 18 (9) (2022)
Jianghong Ma, Haijun Zhang, Tommy W. S. Chow
Multilabel Classification With Label-Specific Features and Classifiers: A Coarse- and Fine-Tuned Framework. IEEE Trans. Cybern. 51 (2) (2021)
Yu Wang, Long He, Shan Jiang, Tommy W. S. Chow
Failure Prediction of Hard Disk Drives Based on Adaptive Rao-Blackwellized Particle Filter Error Tracking Method. IEEE Trans. Ind. Informatics 17 (2) (2021)
Yang Zhao, Tommy W. S. Chow
Monotone submodular subset for sentiment analysis of online reviews. Neural Comput. Appl. 33 (19) (2021)
Xiaolei Lu, Tommy W. S. Chow
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Yu Wang, Yizhen Peng, Tommy W. S. Chow
Adaptive Particle Filter-Based Approach for RUL Prediction Under Uncertain Varying Stresses With Application to HDD. IEEE Trans. Ind. Informatics 17 (9) (2021)
Yang Zhao, Tommy W. S. Chow
Opinion subset selection via submodular maximization. Inf. Sci. 560 (2021)
Dawei Li, Siyuan Yan, Mingbo Zhao, Tommy W. S. Chow
Spatiotemporal Tree Filtering for Enhancing Image Change Detection. IEEE Trans. Image Process. 29 (2020)
Haijun Zhang, Yanfang Sun, Mingbo Zhao, Tommy W. S. Chow, Q. M. Jonathan Wu
Bridging User Interest to Item Content for Recommender Systems: An Optimization Model. IEEE Trans. Cybern. 50 (10) (2020)
Jicong Fan, Tommy W. S. Chow
Exactly Robust Kernel Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Haijun Zhang, Wang Huang, Linlin Liu, Tommy W. S. Chow
Learning to Match Clothing From Textual Feature-Based Compatible Relationships. IEEE Trans. Ind. Informatics 16 (11) (2020)
Hadrien Van Lierde, Tommy W. S. Chow, Guanrong Chen
Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks. IEEE Trans. Knowl. Data Eng. 32 (4) (2020)
Xueli Chen, Mingquan Lin, He Cui, Yimin Chen, Arna van Engelen, Marleen de Bruijne, M. Reza Azarpazhooh, Seyed Mojtaba Sohrevardi, Tommy W. S. Chow, John David Spence, Bernard Chiu
Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection. Comput. Methods Programs Biomed. 184 (2020)
Jicong Fan, Mingbo Zhao, Tommy W. S. Chow
Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization. IEEE Trans. Big Data 6 (1) (2020)
Hadrien Van Lierde, Tommy W. S. Chow
Query-oriented text summarization based on hypergraph transversals. Inf. Process. Manag. 56 (4) (2019)
Jianghong Ma, Tommy W. S. Chow
Topic-Based Algorithm for Multilabel Learning With Missing Labels. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Hadrien Van Lierde, Tommy W. S. Chow, Jean-Charles Delvenne
Spectral clustering algorithms for the detection of clusters in block-cyclic and block-acyclic graphs. J. Complex Networks 7 (1) (2019)
Hadrien Van Lierde, Tommy W. S. Chow
Query-oriented text summarization based on hypergraph transversals. CoRR (2019)
Jianghong Ma, Tommy W. S. Chow
Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. Neural Networks 118 (2019)
Xiaolei Lu, Tommy W. S. Chow, Haijun Zhang
Piecewise Large Margin Learning for Partially Annotated Sequences. INDIN (2019)
Ang Yang, Yu Wang, Yanyang Zi, Tommy W. S. Chow
An Enhanced Trace Ratio Linear Discriminant Analysis for Fault Diagnosis: An Illustrated Example Using HDD Data. IEEE Trans. Instrum. Meas. 68 (12) (2019)
Yuzhu Ji, Haijun Zhang, Kuo-Kun Tseng, Tommy W. S. Chow, Q. M. Jonathan Wu
Graph model-based salient object detection using objectness and multiple saliency cues. Neurocomputing 323 (2019)
Yu Wang, Shan Jiang, Long He, Yizhen Peng, Tommy W. S. Chow
Hard Disk Drives Failure Detection Using A Dynamic Tracking Method. INDIN (2019)
Yizhen Peng, Yu Wang, Tommy W. S. Chow
Adaptive Remaining Useful Lifetime Prediction of Magnetic Head under Varying Stress Conditions. INDIN (2019)
Hadrien Van Lierde, Tommy W. S. Chow
Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization. CoRR (2019)
Hadrien Van Lierde, Tommy W. S. Chow
Learning with fuzzy hypergraphs: A topical approach to query-oriented text summarization. Inf. Sci. 496 (2019)
Mingbo Zhao, Zhaoyang Tian, Tommy W. S. Chow
Fault diagnosis on wireless sensor network using the neighborhood kernel density estimation. Neural Comput. Appl. 31 (8) (2019)
Xiaohang Jin, Jicong Fan, Tommy W. S. Chow
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods. IEEE Trans. Instrum. Meas. 68 (9) (2019)
Jianghong Ma, Tommy W. S. Chow
Robust non-negative sparse graph for semi-supervised multi-label learning with missing labels. Inf. Sci. 422 (2018)
Jicong Fan, Tommy W. S. Chow, Mingbo Zhao, John K. L. Ho
Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph. Neural Process. Lett. 47 (2) (2018)
Jicong Fan, Tommy W. S. Chow
Non-linear matrix completion. Pattern Recognit. 77 (2018)
Jicong Fan, Zhaoyang Tian, Mingbo Zhao, Tommy W. S. Chow
Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. Neural Networks 100 (2018)
Haijun Zhang, Shuang Wang, Xiaofei Xu, Tommy W. S. Chow, Q. M. Jonathan Wu
Tree2Vector: Learning a Vectorial Representation for Tree-Structured Data. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Jicong Fan, Tommy W. S. Chow
Exactly Robust Kernel Principal Component Analysis. CoRR (2018)
Hadrien Van Lierde, Tommy W. S. Chow, Jean-Charles Delvenne
Spectral clustering algorithms for the detection of clusters in block-cyclic and block-acyclic graphs. CoRR (2018)
Jianghong Ma, Zhaoyang Tian, Haijun Zhang, Tommy W. S. Chow
Multi-Label Low-dimensional Embedding with Missing Labels. Knowl. Based Syst. 137 (2017)
Dong Yang, Tommy W. S. Chow, Yichao Zhang, Guanrong Chen
An exponential triangle model for the Facebook network based on big data. INDIN (2017)
Haijun Zhang, Xiong Cao, John K. L. Ho, Tommy W. S. Chow
Object-Level Video Advertising: An Optimization Framework. IEEE Trans. Ind. Informatics 13 (2) (2017)
Jicong Fan, Tommy W. S. Chow
Matrix completion by least-square, low-rank, and sparse self-representations. Pattern Recognit. 71 (2017)
Jicong Fan, Tommy W. S. Chow
Sparse subspace clustering for data with missing entries and high-rank matrix completion. Neural Networks 93 (2017)
Jicong Fan, Tommy W. S. Chow
Deep learning based matrix completion. Neurocomputing 266 (2017)
Mingquan Lin, Weifu Chen, Mingbo Zhao, Eli Gibson, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam, Tommy W. S. Chow, Aaron D. Ward, Bernard Chiu
Prostate lesion detection and localization based on locality alignment discriminant analysis. Medical Imaging: Computer-Aided Diagnosis (2017)
Mingbo Zhao, Tommy W. S. Chow, Haijun Zhang, Yan Li
Rolling fault diagnosis via robust semi-supervised model with capped l2, 1-norm regularization. ICIT (2017)
Mingbo Zhao, Tommy W. S. Chow, Peng Tang, Zengfu Wang, Jun Guo, Moshe Zukerman
Route Selection for Cabling Considering Cost Minimization and Earthquake Survivability Via a Semi-Supervised Probabilistic Model. IEEE Trans. Ind. Informatics 13 (2) (2017)
Hadrien Van Lierde, Tommy W. S. Chow
Incorporating word embeddings in the hierarchical dirichlet process for query-oriented text summarization. INDIN (2017)
Xiaohang Jin, Yi Sun, Zijun Que, Yu Wang, Tommy W. S. Chow
Anomaly Detection and Fault Prognosis for Bearings. IEEE Trans. Instrum. Meas. 65 (9) (2016)
Zhao Zhang, Fanzhang Li, Tommy W. S. Chow, Li Zhang, Shuicheng Yan
Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation. IEEE Trans. Signal Process. 64 (14) (2016)
Mingbo Zhao, Tommy W. S. Chow, Kim Fung Tsang
Vehicle route planning for logistics network optimization via multiple spanning tree. INDIN (2016)
Peng Tang, Tommy W. S. Chow
Wireless Sensor-Networks Conditions Monitoring and Fault Diagnosis Using Neighborhood Hidden Conditional Random Field. IEEE Trans. Ind. Informatics 12 (3) (2016)
Peng Tang, Ming-Bo Zhao, Tommy W. S. Chow
Locality Alignment Discriminant Analysis for Visualizing Regional English. Neural Process. Lett. 43 (1) (2016)
Wenlong Cheng, Tommy W. S. Chow, Ming-Bo Zhao
Sparse Subspace Clustering for Image Clustering. Neurocomputing 205 (2016)
Haijun Zhang, Tommy W. S. Chow, Q. M. Jonathan Wu
Organizing Books and Authors by Multilayer SOM. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Mingbo Zhao, Tommy W. S. Chow
Wireless sensor network fault detection via semi-supervised local kernel density estimation. ICIT (2015)
Min Wei, Tommy W. S. Chow, Rosa H. M. Chan
Heterogeneous feature subset selection using mutual information-based feature transformation. Neurocomputing 168 (2015)
Min Wei, Tommy W. S. Chow, Rosa H. M. Chan
-Means by Mutual Information-Based Unsupervised Feature Transformation. Entropy 17 (3) (2015)
Xiaohang Jin, Tommy W. S. Chow, Yi Sun, Jihong Shan, Bill C. P. Lau
Kuiper test and autoregressive model-based approach for wireless sensor network fault diagnosis. Wirel. Networks 21 (3) (2015)
Qingyao Wu, Yunming Ye, Haijun Zhang, Tommy W. S. Chow, Shen-Shyang Ho
ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow
Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood. IEEE Trans. Knowl. Data Eng. 27 (9) (2015)
Ming-Bo Zhao, Tommy W. S. Chow, Zhao Zhang, Bing Li
Automatic image annotation via compact graph based semi-supervised learning. Knowl. Based Syst. 76 (2015)
Ming-Bo Zhao, Tommy W. S. Chow, Zhou Wu, Zhao Zhang, Bing Li
Learning from normalized local and global discriminative information for semi-supervised regression and dimensionality reduction. Inf. Sci. 324 (2015)
Peng Tang, Tommy W. S. Chow
Wireless sensor network faulty scenes diagnosis using high dimensional Neighborhood Hidden Conditional Random Field. INDIN (2015)
Lu Xu, Tommy W. S. Chow, Eden W. M. Ma
Topology-Based Clustering Using Polar Self-Organizing Map. IEEE Trans. Neural Networks Learn. Syst. 26 (4) (2015)
Ming-Bo Zhao, Rosa H. M. Chan, Tommy W. S. Chow, Peng Tang
Compact Graph based Semi-Supervised Learning for Medical Diagnosis in Alzheimer's Disease. IEEE Signal Process. Lett. 21 (10) (2014)
Yu Wang, Eden W. M. Ma, Tommy W. S. Chow, Kwok-Leung Tsui
A Two-Step Parametric Method for Failure Prediction in Hard Disk Drives. IEEE Trans. Ind. Informatics 10 (1) (2014)
Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow
Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning. IJCNN (2014)
Peng Tang, Tommy W. S. Chow
Mining language variation using word using and collocation characteristics. Expert Syst. Appl. 41 (17) (2014)
Xiaohang Jin, Fang Yuan, Tommy W. S. Chow, Ming-Bo Zhao
Weighted local and global regressive mapping: A new manifold learning method for machine fault classification. Eng. Appl. Artif. Intell. 30 (2014)
Xiaohang Jin, Ming-Bo Zhao, Tommy W. S. Chow, Michael G. Pecht
Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis. IEEE Trans. Ind. Electron. 61 (5) (2014)
Bill C. P. Lau, Eden W. M. Ma, Tommy W. S. Chow
Probabilistic fault detector for Wireless Sensor Network. Expert Syst. Appl. 41 (8) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tommy W. S. Chow