Recurrent Sigma-Pi-linked back-propagation network. - Tommy W. S. Chow; Gou Fei (Neural Process. Lett., 1994)

Neural network piecewise linear preprocessing for time-series prediction. - Tommy W. S. Chow; Chi-Tat Leung (ESANN, 1995)

The estimation theory and optimization algorithm for the number of hidden units in the higher-order feedforward neural network. - Jin-Yan Li; Tommy W. S. Chow; Ying-Lin Yu (ICNN, 1995)

Determining initial weights of feedforward neural networks based on least squares method. - Yat-Fung Yam; Tommy W. S. Chow (Neural Process. Lett., 1995)

Accelerated training algorithm for feedforward neural networks based on least squares method. - Yat-Fung Yam; Tommy W. S. Chow (Neural Process. Lett., 1995)

Neural network application: rainfall forecasting system in Hong Kong. - Tommy W. S. Chow; Siu-Yeung Cho (ESANN, 1996)

Noise robustness enhancement using fourth-order cumulants cost function. - Chi-Tat Leung; Tommy W. S. Chow (ICNN, 1996)

A Least Third-Order Cumulants Objective Function. - Chi-Tat Leung; Tommy W. S. Chow; Yat-Fung Yam (Neural Process. Lett., 1996)

Performance enhancement using nonlinear preprocessing. - Tommy W. S. Chow; Chi-Tat Leung (IEEE Trans. Neural Networks, 1996)

Neural network adative wavelets for function approximation. - Yong Fang; Tommy W. S. Chow (ESANN, 1997)

A hybrid global learning algorithm based on global search and least squares techniques for backpropagation networks. - Chi-Tat Leung; Tommy W. S. Chow (ICNN, 1997)

Higher-Order Petri Net Models Based on Artificial Neural Networks. - Tommy W. S. Chow; Jinyan Li (Artif. Intell., 1997)

A novel noise robust fourth-order cumulants cost function. - Chi-Tat Leung; Tommy W. S. Chow (Neurocomputing, 1997)

A new method in determining initial weights of feedforward neural networks for training enhancement. - Jim Y. F. Yam; Tommy W. S. Chow; Chi-Tat Leung (Neurocomputing, 1997)

Development of a Recurrent Sigma-Pi Neural Network Rainfall Forecasting System in Hong Kong. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Comput. Appl., 1997)

Feedforward Neural Networks Based Input-Output Models for Railway Carriage System Identification. - Tommy W. S. Chow; Oulian Shuai (Neural Process. Lett., 1997)

Third-order cumulant RLS algorithm for nonminimum ARMA systems identification. - Tommy W. S. Chow; Hongzhou Tan; Gou Fei (Signal Process., 1997)

Higher order cumulants-based least squares for nonminimum-phase systems identification. - Tommy W. S. Chow; Gou Fei; Siu-Yeung Cho (IEEE Trans. Ind. Electron., 1997)

Comments on "Stochastic choice of basis functions in adaptive function approximation and the functional-link net" [and reply]. - Jinyan Li; Tommy W. S. Chow; Boris Igelnik; Yoh-Han Pao (IEEE Trans. Neural Networks, 1997)

Extended least squares based algorithm for training feedforward networks. - Jim Y. F. Yam; Tommy W. S. Chow (IEEE Trans. Neural Networks, 1997)

Chattering free sliding mode control based on recurrent neural network. - Yong Fang; Tommy W. S. Chow (SMC, 1998)

Iterative Learning Control of Linear Discrete-Time Multivariable Systems. - Yong Fang; Tommy W. S. Chow (Autom., 1998)

A Layer-by-Layer Least Squares based Recurrent Networks Training Algorithm: Stalling and Escape. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Process. Lett., 1998)

A recurrent neural-network-based real-time learning control strategy applying to nonlinear systems with unknown dynamics. - Tommy W. S. Chow; Yong Fang (IEEE Trans. Ind. Electron., 1998)

Semiblind identification of nonminimum-phase ARMA models via order recursion with higher order cumulants. - Tommy W. S. Chow; Hongzhou Tan (IEEE Trans. Ind. Electron., 1998)

Fast training algorithm for feedforward neural networks: application to crowd estimation at underground stations. - Tommy W. S. Chow; Jim Y. F. Yam; Siu-Yeung Cho (Artif. Intell. Eng., 1999)

Adaptive Regularization Parameter Selection Method for Enhancing Generalization Capability of Neural Networks. - Chi-Tat Leung; Tommy W. S. Chow (Artif. Intell., 1999)

Training multilayer neural networks using fast global learning algorithm - least-squares and penalized optimization methods. - Siu-Yeung Cho; Tommy W. S. Chow (Neurocomputing, 1999)

A Fast Neural Learning Vision System for Crowd Estimation at Underground Stations Platform. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Process. Lett., 1999)

A Fast Heuristic Global Learning Algorithm for Multilayer Neural Networks. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Process. Lett., 1999)

Linear neural network based blind equalization. - Yong Fang; Tommy W. S. Chow; Kai Tat Ng (Signal Process., 1999)

Correction to "Semiblind Identification of Nonminimum-Phase ARMA Models via Order Recursion with Higher Order Cumulants". - Tommy W. S. Chow; Oulian Shuai; Hongzhou Tan (IEEE Trans. Ind. Electron., 1999)

Blind and total identification of ARMA mode in higher order cumulants domain. - Hongzhou Tan; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 1999)

Shape recovery from shading by a new neural-based reflectance model. - Siu-Yeung Cho; Tommy W. S. Chow (IEEE Trans. Neural Networks, 1999)

Blind equalization of a noisy channel by linear neural network. - Yong Fang; Tommy W. S. Chow (IEEE Trans. Neural Networks, 1999)

A neural-based crowd estimation by hybrid global learning algorithm. - Siu-Yeung Cho; Tommy W. S. Chow; Chi-Tat Leung (IEEE Trans. Syst. Man Cybern. Part B, 1999)

Two-dimensional learning strategy for multilayer feedforward neural network. - Tommy W. S. Chow; Yong Fang (Neurocomputing, 2000)

A weight initialization method for improving training speed in feedforward neural network. - Jim Y. F. Yam; Tommy W. S. Chow (Neurocomputing, 2000)

Synthesis of the sliding-mode neural network controller for unknown nonlinear discrete-time systems. - Yong Fang; Tommy W. S. Chow (Int. J. Syst. Sci., 2000)

Shape and surface measurement technology by an improved shape-from-shading neural algorithm. - Siu-Yeung Cho; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 2000)

A neural-learning-based reflectance model for 3-D shape reconstruction. - Siu-Yeung Cho; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 2000)

A real-time learning control approach for nonlinear continuous-time system using recurrent neural networks. - Tommy W. S. Chow; Xiao-Dong Li 011; Yong Fang (IEEE Trans. Ind. Electron., 2000)

HOS-based nonparametric and parametric methodologies for machine fault detection. - Tommy W. S. Chow; Hongzhou Tan (IEEE Trans. Ind. Electron., 2000)

Blind identification of quadratic nonlinear models using neural networks with higher order cumulants. - Hongzhou Tan; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 2000)

Learning parametric specular reflectance model by radial basis function network. - Siu-Yeung Cho; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2000)

Least third-order cumulant method with adaptive regularization parameter selection for neural networks. - Chi-Tat Leung; Tommy W. S. Chow (Artif. Intell., 2001)

Chaotic network synchronization with application to communications. - Tommy W. S. Chow; Jiu-Chao Feng; K. T. Ng (Int. J. Commun. Syst., 2001)

Enhanced 3D Shape Recovery Using the Neural-Based Hybrid Reflectance Model. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Comput., 2001)

Neural computation approach for developing a 3D shape reconstruction model. - Siu-Yeung Cho; Tommy W. S. Chow (IEEE Trans. Neural Networks, 2001)

Feedforward networks training speed enhancement by optimal initialization of the synaptic coefficients. - Jim Y. F. Yam; Tommy W. S. Chow (IEEE Trans. Neural Networks, 2001)

Industrial neural vision system for underground railway station platform surveillance. - Tommy W. S. Chow; Siu-Yeung Cho (Adv. Eng. Informatics, 2002)

A New Color 3D SFS Methodology Using Neural-Based Color Reflectance Models and Iterative Recursive Method. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Comput., 2002)

Shape From Shading by Using Neural Based Colour Reflectance Model. - Siu-Yeung Cho; Tommy W. S. Chow; Kai Tat Ng (Neural Process. Lett., 2002)

Piecewise Linear Projection Based on Self Organizing Map. - Tommy W. S. Chow; Sitao Wu (Neural Process. Lett., 2002)

Searching optimal feature subset using mutual information. - Di Huang 002; Tommy W. S. Chow (ESANN, 2003)

Support vector visualization and clustering using self-organizing map and vector one-class classification. - Sitao Wu; Tommy W. S. Chow (IJCNN, 2003)

Adaptive Identification Algorithms for AR System Driven by Chaotic Sequence. - Bao-Yun Wang; Tommy W. S. Chow; Kai Tat Ng (Int. J. Bifurc. Chaos, 2003)

A People-Counting System Using a Hybrid RBF Neural Network. - Di Huang 002; Tommy W. S. Chow (Neural Process. Lett., 2003)

Self-Organizing-Map Based Clustering Using a Local Clustering Validity Index. - Sitao Wu; Tommy W. S. Chow (Neural Process. Lett., 2003)

Intelligent machine fault detection using SOM based RBF neural networks. - Sitao Wu; Tommy W. S. Chow (IJCNN, 2004)

Cell-splitting grid: a self-creating and self-organizing neural network. - Tommy W. S. Chow; Sitao Wu (Neurocomputing, 2004)

A new shifting grid clustering algorithm. - Eden W. M. Ma; Tommy W. S. Chow (Pattern Recognit., 2004)

Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density. - Sitao Wu; Tommy W. S. Chow (Pattern Recognit., 2004)

An online cellular probabilistic self-organizing map for static and dynamic data sets. - Tommy W. S. Chow; Sitao Wu (IEEE Trans. Circuits Syst. I Regul. Pap., 2004)

Induction machine fault diagnostic analysis with wavelet technique. - Tommy W. S. Chow; Shi Hai (IEEE Trans. Ind. Electron., 2004)

Induction machine fault detection using SOM-based RBF neural networks. - Sitao Wu; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 2004)

An iterative learning control method and mathematical model for robotic manipulation at undesired locations. - Xiaodong Li 011; John K. L. Ho; Tommy W. S. Chow (Int. J. Comput. Integr. Manuf., 2005)

Effective feature selection scheme using mutual information. - Di Huang 002; Tommy W. S. Chow (Neurocomputing, 2005)

Content-based image retrieval using growing hierarchical self-organizing quadtree map. - Sitao Wu; M. K. M. Rahman; Tommy W. S. Chow (Pattern Recognit., 2005)

Efficiently searching the important input variables using Bayesian discriminant. - Di Huang 002; Tommy W. S. Chow (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Efficient selection of discriminative genes from microarray gene expression data for cancer diagnosis. - Di Huang 002; Tommy W. S. Chow; Eden W. M. Ma; Jinyan Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Nonlinear dynamical systems control using a new RNN temporal learning strategy. - Yong Fang; Tommy W. S. Chow (IEEE Trans. Circuits Syst. II Express Briefs, 2005)

2-D system theory based iterative learning control for linear continuous systems with time delays. - Xiaodong Li 011; Tommy W. S. Chow; John K. L. Ho (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Approximation of dynamical time-variant systems by continuous-time recurrent neural networks. - Xiaodong Li 011; John K. L. Ho; Tommy W. S. Chow (IEEE Trans. Circuits Syst. II Express Briefs, 2005)

Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information. - Tommy W. S. Chow; Di Huang 002 (IEEE Trans. Neural Networks, 2005)

PRSOM: a new visualization method by hybridizing multidimensional scaling and self-organizing map. - Sitao Wu; Tommy W. S. Chow (IEEE Trans. Neural Networks, 2005)

An Excellent Feature Selection Model Using Gradient-Based and Point Injection Techniques. - Di Huang 002; Tommy W. S. Chow (ICONIP (2), 2006)

Visualization of Induction Machine Fault Detection Using Self-Organizing Map and Support Vector Machine. - Sitao Wu; Tommy W. S. Chow; Di Huang 002 (IPCV, 2006)

Wavelets Based Neural Network for Function Approximation. - Yong Fang 003; Tommy W. S. Chow (ISNN (1), 2006)

Robust face recognition using generalized neural reflectance model. - Siu-Yeung Cho; Tommy W. S. Chow (Neural Comput. Appl., 2006)

Improvement of borrowing channel assignment for patterned traffic load by online cellular probabilistic self-organizing map. - Sitao Wu; Tommy W. S. Chow; Kai Tat Ng; Kim Fung Tsang (Neural Comput. Appl., 2006)

Enhancing Density-Based Data Reduction Using Entropy. - Di Huang 002; Tommy W. S. Chow (Neural Comput., 2006)

Face Matching in Large Database by Self-Organizing Maps. - Tommy W. S. Chow; M. K. M. Rahman (Neural Process. Lett., 2006)

Using Cellular Probabilistic Self-Organizing Map in Borrowing Channel Assignment for Patterned Traffic Load. - Sitao Wu; Tommy W. S. Chow; Kai Tat Ng (Neural Process. Lett., 2006)

Content-based image retrieval by using tree-structured features and multi-layer self-organizing map. - Tommy W. S. Chow; M. K. M. Rahman; Sitao Wu (Pattern Anal. Appl., 2006)

A new feature selection scheme using data distribution factor for transactional data. - Piyang Wang; Tommy W. S. Chow (ESANN, 2007)

Identifying the biologically relevant gene categories based on gene expression and biological data: an example on prostate cancer. - Di Huang 002; Tommy W. S. Chow (Bioinform., 2007)

A new image classification technique using tree-structured regional features. - Tommy W. S. Chow; M. K. M. Rahman (Neurocomputing, 2007)

Improving the effectiveness of RBF classifier based on a hybrid cost function. - Di Huang 002; Tommy W. S. Chow (Neural Comput. Appl., 2007)

A flexible multi-layer self-organizing map for generic processing of tree-structured data. - M. K. M. Rahman; Wang Pi Yang; Tommy W. S. Chow; Sitao Wu (Pattern Recognit., 2007)

Effective Gene Selection Method With Small Sample Sets Using Gradient-Based and Point Injection Techniques. - Di Huang 002; Tommy W. S. Chow (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Repetitive Learning Control of Nonlinear Continuous-Time Systems Using Quasi-Sliding Mode. - Xiaodong Li 011; Tommy W. S. Chow; John K. L. Ho; Hongzhou Tan (IEEE Trans. Control. Syst. Technol., 2007)

Self-Organizing and Self-Evolving Neurons: A New Neural Network for Optimization. - Sitao Wu; Tommy W. S. Chow (IEEE Trans. Neural Networks, 2007)

Neural Networks and Computing - Learning Algorithms and Applications - Tommy W. S. Chow; Siu-Yeung Cho (WorldScientific, 2007)

Enhanced feature selection models using gradient-based and point injection techniques. - Di Huang 002; Zhaohui Gan; Tommy W. S. Chow (Neurocomputing, 2008)

Iterative learning control for a class of nonlinear discrete-time systems with multiple input delays. - Xiaodong Li 011; Tommy W. S. Chow; John K. L. Ho (Int. J. Syst. Sci., 2008)

A New Feature Selection Scheme Using a Data Distribution Factor for Unsupervised Nominal Data. - Tommy W. S. Chow; Piyang Wang; Eden W. M. Ma (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms. - Zhaohui Gan; Tommy W. S. Chow; Di Huang 002 (J. Signal Process. Syst., 2008)

Data Reduction for Pattern Recognition and Data Analysis. - Tommy W. S. Chow; Di Huang 002 (Computational Intelligence: A Compendium, 2008)

Towards the Enhancement of Gene Selection Performance. - Di Huang 002; Tommy W. S. Chow (Computational Intelligence in Bioinformatics, 2008)

PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM. - Yang Xu 037; Lu Xu 002; Tommy W. S. Chow; Anthony Shi-Sheung Fong (ICONIP (1), 2009)

Quasi-sliding mode based repetitive control for nonlinear continuous-time systems with rejection of periodic disturbances. - Xiaodong Li 011; Tommy W. S. Chow; John K. L. Ho (Autom., 2009)

A new document representation using term frequency and vectorized graph connectionists with application to document retrieval. - Tommy W. S. Chow; Haijun Zhang 002; M. K. M. Rahman (Expert Syst. Appl., 2009)

Clone selection programming and its application to symbolic regression. - Zhaohui Gan; Tommy W. S. Chow; W. N. Chau (Expert Syst. Appl., 2009)

Induction machine fault detection using clone selection programming. - Zhaohui Gan; Ming-Bo Zhao; Tommy W. S. Chow (Expert Syst. Appl., 2009)

Computational accounting in determining Chart of Accounts using nominal data analysis and concept of entropy. - P. Y. Wang; Tommy W. S. Chow; Chris W. F. Chiu (Expert Syst. Appl., 2009)

A new dual wing harmonium model for document retrieval. - Haijun Zhang 002; Tommy W. S. Chow; M. K. M. Rahman (Pattern Recognit., 2009)

Multilayer SOM With Tree-Structured Data for Efficient Document Retrieval and Plagiarism Detection. - Tommy W. S. Chow; M. K. M. Rahman (IEEE Trans. Neural Networks, 2009)

High Dimensional Data Classification by the PolSOM Algorithm. - Lu Xu 002; Tommy W. S. Chow (DMIN, 2010)

A segmentation based approach for shape recovery from multi-color images. - M. K. M. Rahman; Tommy W. S. Chow; Siu-Yeung Cho (ICARCV, 2010)

Content-based hierarchical document organization using multi-layer hybrid network and tree-structured features. - M. K. M. Rahman; Tommy W. S. Chow (Expert Syst. Appl., 2010)

A novel dual wing harmonium model aided by 2-D wavelet transform subbands for document data mining. - Haijun Zhang 002; Tommy W. S. Chow; M. K. M. Rahman (Expert Syst. Appl., 2010)

PolSOM: A new method for multidimensional data visualization. - Lu Xu 002; Yang Xu 037; Tommy W. S. Chow (Pattern Recognit., 2010)

Approach to Fault Identification for Electronic Products Using Mahalanobis Distance. - Sachin Kumar 007; Tommy W. S. Chow; Michael G. Pecht (IEEE Trans. Instrum. Meas., 2010)

Self-organizing potential field network: a new optimization algorithm. - Lu Xu 002; Tommy W. S. Chow (IEEE Trans. Neural Networks, 2010)

ITR-Score algorithm: An efficient Trace ratio criterion based algorithm for supervised dimensionality reduction. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow (IJCNN, 2011)

PPoSOM: A new variant of PolSOM by using probabilistic assignment for multidimensional data visualization. - Yang Xu 037; Lu Xu 002; Tommy W. S. Chow (Neurocomputing, 2011)

Guest editorial: special issue on the emerging applications of neural networks. - Tommy W. S. Chow; John Sum (Neural Comput. Appl., 2011)

A coarse-to-fine framework to efficiently thwart plagiarism. - Haijun Zhang 002; Tommy W. S. Chow (Pattern Recognit., 2011)

Tensor Locally Linear Discriminative Analysis. - Zhao Zhang 001; Tommy W. S. Chow (IEEE Signal Process. Lett., 2011)

Textual and Visual Content-Based Anti-Phishing: A Bayesian Approach. - Haijun Zhang 002; Gang Liu 008; Tommy W. S. Chow; Wenyin Liu (IEEE Trans. Neural Networks, 2011)

Local cooperation delivers global optimization. - Zhou Wu 001; Lu Xu 002; Tommy W. S. Chow; Ming-Bo Zhao (IEEE Congress on Evolutionary Computation, 2012)

On the Theoretical and Computational Analysis between SDA and Lap-LDA. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow (ICTAI, 2012)

Extracting the informative constraints for semi-supervised marginal projections in multimodal dimensionality reduction. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (IJCNN, 2012)

On the theoretical and computational analysis between Trace Ratio LDA and null-space LDA. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow; Zhou Wu 001 (IJCNN, 2012)

Maximum Margin Multisurface Support Tensor Machines with application to image classification and segmentation. - Zhao Zhang 001; Tommy W. S. Chow (Expert Syst. Appl., 2012)

A multi-level matching method with hybrid similarity for document retrieval. - Haijun Zhang 002; Tommy W. S. Chow (Expert Syst. Appl., 2012)

Robust linearly optimized discriminant analysis. - Zhao Zhang 001; Tommy W. S. Chow (Neurocomputing, 2012)

Marginal semi-supervised sub-manifold projections with informative constraints for dimensionality reduction and recognition. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (Neural Networks, 2012)

A two-dimensional Neighborhood Preserving Projection for appearance-based face recognition. - Haijun Zhang 002; Q. M. Jonathan Wu; Tommy W. S. Chow; Ming-Bo Zhao (Pattern Recognit., 2012)

Constrained large Margin Local Projection algorithms and extensions for multimodal dimensionality reduction. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (Pattern Recognit., 2012)

Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow (Pattern Recognit., 2012)

Random walk-based fuzzy linear discriminant analysis for dimensionality reduction. - Ming-Bo Zhao; Tommy W. S. Chow; Zhao Zhang 001 (Soft Comput., 2012)

A Two-Level Inspection Model With Technological Insertions. - Wenbin Wang 002; Matthew J. Carr; Tommy W. S. Chow; Michael G. Pecht (IEEE Trans. Reliab., 2012)

Semisupervised Multimodal Dimensionality Reduction. - Zhao Zhang 001; Tommy W. S. Chow; Ning Ye (Comput. Intell., 2013)

Naming Game with Multiple Hearers. - Bing Li 007; Guanrong Chen; Tommy W. S. Chow (Commun. Nonlinear Sci. Numer. Simul., 2013)

Anomaly detection of cooling fan and fault classification of induction motor using Mahalanobis-Taguchi system. - Xiaohang Jin; Tommy W. S. Chow (Expert Syst. Appl., 2013)

Recognition of word collocation habits using frequency rank ratio and inter-term intimacy. - Peng Tang; Tommy W. S. Chow (Expert Syst. Appl., 2013)

Contour Gradient Optimization. - Zhou Wu 001; Tommy W. S. Chow; Shi Cheng; Yuhui Shi 001 (Int. J. Swarm Intell. Res., 2013)

Adaptive iterative learning control of non-linear MIMO continuous systems with iteration-varying initial error and reference trajectory. - Xiao-Dong Li 011; Tommy W. S. Chow; L. L. Cheng (Int. J. Syst. Sci., 2013)

A novel feature selection method and its application. - Bing Li 007; Tommy W. S. Chow; Di Huang 002 (J. Intell. Inf. Syst., 2013)

Neighborhood field for cooperative optimization. - Zhou Wu 001; Tommy W. S. Chow (Soft Comput., 2013)

Trace Ratio Linear Discriminant Analysis for Medical Diagnosis: A Case Study of Dementia. - Ming-Bo Zhao; Rosa H. M. Chan; Peng Tang; Tommy W. S. Chow; Savio W. H. Wong (IEEE Signal Process. Lett., 2013)

M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction. - Zhao Zhang 001; Tommy W. S. Chow; Ming-Bo Zhao (IEEE Trans. Cybern., 2013)

Trace Ratio Optimization-Based Semi-Supervised Nonlinear Dimensionality Reduction for Marginal Manifold Visualization. - Zhao Zhang 001; Tommy W. S. Chow; Ming-Bo Zhao (IEEE Trans. Knowl. Data Eng., 2013)

Binary- and Multi-class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (IEEE Trans. Knowl. Data Eng., 2013)

Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (IJCNN, 2014)

Soft label based Linear Discriminant Analysis for image recognition and retrieval. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow; Bing Li 007 (Comput. Vis. Image Underst., 2014)

Weighted local and global regressive mapping: A new manifold learning method for machine fault classification. - Xiaohang Jin; Fang Yuan; Tommy W. S. Chow; Ming-Bo Zhao (Eng. Appl. Artif. Intell., 2014)

Probabilistic fault detector for Wireless Sensor Network. - Bill C. P. Lau; Eden W. M. Ma; Tommy W. S. Chow (Expert Syst. Appl., 2014)

Mining language variation using word using and collocation characteristics. - Peng Tang; Tommy W. S. Chow (Expert Syst. Appl., 2014)

Analyzing rough set based attribute reductions by extension rule. - Bing Li 007; Tommy W. S. Chow; Peng Tang (Neurocomputing, 2014)

Text style analysis using trace ratio criterion patch alignment embedding. - Peng Tang; Ming-Bo Zhao; Tommy W. S. Chow (Neurocomputing, 2014)

A general soft label based Linear Discriminant Analysis for semi-supervised dimensionality reduction. - Ming-Bo Zhao; Zhao Zhang 001; Tommy W. S. Chow; Bing Li 007 (Neural Networks, 2014)

Compact Graph based Semi-Supervised Learning for Medical Diagnosis in Alzheimer's Disease. - Ming-Bo Zhao; Rosa H. M. Chan; Tommy W. S. Chow; Peng Tang (IEEE Signal Process. Lett., 2014)

A High-Throughput Zebrafish ScreeningMethod for Visual Mutants by Light-Induced Locomotor Response. - Yuan Gao 015; Rosa H. M. Chan; Tommy W. S. Chow; Liyun Zhang; Sylvia Bonilla; Chi-Pui Pang; Mingzhi Zhang; Yuk Fai Leung (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis. - Xiaohang Jin; Ming-Bo Zhao; Tommy W. S. Chow; Michael G. Pecht (IEEE Trans. Ind. Electron., 2014)

A Two-Step Parametric Method for Failure Prediction in Hard Disk Drives. - Yu Wang 043; Eden W. M. Ma; Tommy W. S. Chow; Kwok-Leung Tsui (IEEE Trans. Ind. Informatics, 2014)

Wireless sensor network fault detection via semi-supervised local kernel density estimation. - Mingbo Zhao; Tommy W. S. Chow (ICIT, 2015)

Wireless sensor network faulty scenes diagnosis using high dimensional Neighborhood Hidden Conditional Random Field. - Peng Tang; Tommy W. S. Chow (INDIN, 2015)

Clustering Heterogeneous Data with k-Means by Mutual Information-Based Unsupervised Feature Transformation. - Min Wei; Tommy W. S. Chow; Rosa H. M. Chan (Entropy, 2015)

Heterogeneous feature subset selection using mutual information-based feature transformation. - Min Wei; Tommy W. S. Chow; Rosa H. M. Chan (Neurocomputing, 2015)

Learning from normalized local and global discriminative information for semi-supervised regression and dimensionality reduction. - Ming-Bo Zhao; Tommy W. S. Chow; Zhou Wu 001; Zhao Zhang 001; Bing Li 007 (Inf. Sci., 2015)

Automatic image annotation via compact graph based semi-supervised learning. - Ming-Bo Zhao; Tommy W. S. Chow; Zhao Zhang 001; Bing Li 007 (Knowl. Based Syst., 2015)

Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood. - Zhao Zhang 001; Ming-Bo Zhao; Tommy W. S. Chow (IEEE Trans. Knowl. Data Eng., 2015)

ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning. - Qingyao Wu; Yunming Ye; Haijun Zhang 002; Tommy W. S. Chow; Shen-Shyang Ho (IEEE Trans. Neural Networks Learn. Syst., 2015)

Topology-Based Clustering Using Polar Self-Organizing Map. - Lu Xu 002; Tommy W. S. Chow; Eden W. M. Ma (IEEE Trans. Neural Networks Learn. Syst., 2015)

Kuiper test and autoregressive model-based approach for wireless sensor network fault diagnosis. - Xiaohang Jin; Tommy W. S. Chow; Yi Sun; Jihong Shan; Bill C. P. Lau (Wirel. Networks, 2015)

Vehicle route planning for logistics network optimization via multiple spanning tree. - Mingbo Zhao; Tommy W. S. Chow; Kim Fung Tsang (INDIN, 2016)

Locality Constrained-ℓp Sparse Subspace Clustering for Image Clustering. - Wenlong Cheng; Tommy W. S. Chow; Ming-Bo Zhao (Neurocomputing, 2016)

Locality Alignment Discriminant Analysis for Visualizing Regional English. - Peng Tang; Ming-Bo Zhao; Tommy W. S. Chow (Neural Process. Lett., 2016)

Wireless Sensor-Networks Conditions Monitoring and Fault Diagnosis Using Neighborhood Hidden Conditional Random Field. - Peng Tang; Tommy W. S. Chow (IEEE Trans. Ind. Informatics, 2016)

Anomaly Detection and Fault Prognosis for Bearings. - Xiaohang Jin; Yi Sun; Zijun Que; Yu Wang 043; Tommy W. S. Chow (IEEE Trans. Instrum. Meas., 2016)

Organizing Books and Authors by Multilayer SOM. - Haijun Zhang 002; Tommy W. S. Chow; Q. M. Jonathan Wu (IEEE Trans. Neural Networks Learn. Syst., 2016)

Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation. - Zhao Zhang 001; Fanzhang Li; Tommy W. S. Chow; Li Zhang 004; Shuicheng Yan (IEEE Trans. Signal Process., 2016)

Rolling fault diagnosis via robust semi-supervised model with capped l2, 1-norm regularization. - Mingbo Zhao; Tommy W. S. Chow; Haijun Zhang 002; Yan Li 040 (ICIT, 2017)

Incorporating word embeddings in the hierarchical dirichlet process for query-oriented text summarization. - Hadrien Van Lierde; Tommy W. S. Chow (INDIN, 2017)

An exponential triangle model for the Facebook network based on big data. - Dong Yang 009; Tommy W. S. Chow; Yichao Zhang 001; Guanrong Chen (INDIN, 2017)

Li-ion battery parameter identification with low pass filter for measurement noise rejection. - Cong-Sheng Huang; Tommy Wai-Shing Chow; Mo-Yuen Chow (ISIE, 2017)

Prostate lesion detection and localization based on locality alignment discriminant analysis. - 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 (Computer-Aided Diagnosis, 2017)

Deep learning based matrix completion. - Jicong Fan 001; Tommy W. S. Chow (Neurocomputing, 2017)

Multi-Label Low-dimensional Embedding with Missing Labels. - Jianghong Ma; Zhaoyang Tian; Haijun Zhang 002; Tommy W. S. Chow (Knowl. Based Syst., 2017)

Sparse subspace clustering for data with missing entries and high-rank matrix completion. - Jicong Fan 001; Tommy W. S. Chow (Neural Networks, 2017)

Matrix completion by least-square, low-rank, and sparse self-representations. - Jicong Fan 001; Tommy W. S. Chow (Pattern Recognit., 2017)

Object-Level Video Advertising: An Optimization Framework. - Haijun Zhang 002; Xiong Cao; John K. L. Ho; Tommy W. S. Chow (IEEE Trans. Ind. Informatics, 2017)

Route Selection for Cabling Considering Cost Minimization and Earthquake Survivability Via a Semi-Supervised Probabilistic Model. - Mingbo Zhao; Tommy W. S. Chow; Peng Tang; Zengfu Wang; Jun Guo 001; Moshe Zukerman (IEEE Trans. Ind. Informatics, 2017)

Robust non-negative sparse graph for semi-supervised multi-label learning with missing labels. - Jianghong Ma; Tommy W. S. Chow (Inf. Sci., 2018)

Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. - Jicong Fan 001; Zhaoyang Tian; Mingbo Zhao; Tommy W. S. Chow (Neural Networks, 2018)

Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph. - Jicong Fan 001; Tommy W. S. Chow; Mingbo Zhao; John K. L. Ho (Neural Process. Lett., 2018)

Non-linear matrix completion. - Jicong Fan 001; Tommy W. S. Chow (Pattern Recognit., 2018)

Tree2Vector: Learning a Vectorial Representation for Tree-Structured Data. - Haijun Zhang 002; Shuang Wang 005; Xiaofei Xu; Tommy W. S. Chow; Q. M. Jonathan Wu (IEEE Trans. Neural Networks Learn. Syst., 2018)

Hard Disk Drives Failure Detection Using A Dynamic Tracking Method. - Yu Wang 043; Shan Jiang; Long He; Yizhen Peng; Tommy W. S. Chow (INDIN, 2019)

Piecewise Large Margin Learning for Partially Annotated Sequences. - Xiaolei Lu; Tommy W. S. Chow; Haijun Zhang 002 (INDIN, 2019)

Adaptive Remaining Useful Lifetime Prediction of Magnetic Head under Varying Stress Conditions. - Yizhen Peng; Yu Wang 043; Tommy W. S. Chow (INDIN, 2019)

Spectral clustering algorithms for the detection of clusters in block-cyclic and block-acyclic graphs. - Hadrien Van Lierde; Tommy W. S. Chow; Jean-Charles Delvenne (J. Complex Networks, 2019)

Graph model-based salient object detection using objectness and multiple saliency cues. - Yuzhu Ji; Haijun Zhang 002; Kuo-Kun Tseng; Tommy W. S. Chow; Q. M. Jonathan Wu (Neurocomputing, 2019)

Query-oriented text summarization based on hypergraph transversals. - Hadrien Van Lierde; Tommy W. S. Chow (Inf. Process. Manag., 2019)

Learning with fuzzy hypergraphs: A topical approach to query-oriented text summarization. - Hadrien Van Lierde; Tommy W. S. Chow (Inf. Sci., 2019)

Fault diagnosis on wireless sensor network using the neighborhood kernel density estimation. - Mingbo Zhao; Zhaoyang Tian; Tommy W. S. Chow (Neural Comput. Appl., 2019)

Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. - Jianghong Ma; Tommy W. S. Chow (Neural Networks, 2019)

Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods. - Xiaohang Jin; Jicong Fan 001; Tommy W. S. Chow (IEEE Trans. Instrum. Meas., 2019)

An Enhanced Trace Ratio Linear Discriminant Analysis for Fault Diagnosis: An Illustrated Example Using HDD Data. - Ang Yang; Yu Wang 043; Yanyang Zi; Tommy W. S. Chow (IEEE Trans. Instrum. Meas., 2019)

Topic-Based Algorithm for Multilabel Learning With Missing Labels. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2019)

Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection. - 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 (Comput. Methods Programs Biomed., 2020)

Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization. - Jicong Fan 001; Mingbo Zhao; Tommy W. S. Chow (IEEE Trans. Big Data, 2020)

Bridging User Interest to Item Content for Recommender Systems: An Optimization Model. - Haijun Zhang 002; Yanfang Sun; Mingbo Zhao; Tommy W. S. Chow; Q. M. Jonathan Wu (IEEE Trans. Cybern., 2020)

Learning to Match Clothing From Textual Feature-Based Compatible Relationships. - Haijun Zhang 002; Wang Huang; Linlin Liu; Tommy W. S. Chow (IEEE Trans. Ind. Informatics, 2020)

Spatiotemporal Tree Filtering for Enhancing Image Change Detection. - Dawei Li 001; Siyuan Yan; Mingbo Zhao; Tommy W. S. Chow (IEEE Trans. Image Process., 2020)

Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks. - Hadrien Van Lierde; Tommy W. S. Chow; Guanrong Chen (IEEE Trans. Knowl. Data Eng., 2020)

Exactly Robust Kernel Principal Component Analysis. - Jicong Fan 001; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2020)

Opinion subset selection via submodular maximization. - Yang Zhao 041; Tommy W. S. Chow (Inf. Sci., 2021)

Monotone submodular subset for sentiment analysis of online reviews. - Yang Zhao 041; Tommy W. S. Chow (Neural Comput. Appl., 2021)

Multilabel Classification With Label-Specific Features and Classifiers: A Coarse- and Fine-Tuned Framework. - Jianghong Ma; Haijun Zhang 002; Tommy W. S. Chow (IEEE Trans. Cybern., 2021)

Failure Prediction of Hard Disk Drives Based on Adaptive Rao-Blackwellized Particle Filter Error Tracking Method. - Yu Wang 043; Long He; Shan Jiang; Tommy W. S. Chow (IEEE Trans. Ind. Informatics, 2021)

Adaptive Particle Filter-Based Approach for RUL Prediction Under Uncertain Varying Stresses With Application to HDD. - Yu Wang 043; Yizhen Peng; Tommy W. S. Chow (IEEE Trans. Ind. Informatics, 2021)

Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction. - Xiaolei Lu; Tommy W. S. Chow (IEEE Trans. Knowl. Data Eng., 2021)

Efficient and Scalable Recommendation via Item-Item Graph Partitioning. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (CoRR, 2022)

Weak Disambiguation for Partial Structured Output Learning. - Xiaolei Lu; Tommy W. S. Chow (IEEE Trans. Cybern., 2022)

Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation. - Jianghong Ma; Bernard Chi Yuen Chiu; Tommy W. S. Chow (IEEE Trans. Cybern., 2022)

Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning. - Jianghong Ma; Tommy W. S. Chow; Haijun Zhang 002 (IEEE Trans. Cybern., 2022)

Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. - Jicong Fan 001; Tommy W. S. Chow; S. Joe Qin (IEEE Trans. Ind. Informatics, 2022)

Deep Adversarial Subdomain Adaptation Network for Intelligent Fault Diagnosis. - Yanxu Liu; Yu Wang 043; Tommy W. S. Chow; Baotong Li (IEEE Trans. Ind. Informatics, 2022)

Multiscale Residual Attention Convolutional Neural Network for Bearing Fault Diagnosis. - Linshan Jia; Tommy W. S. Chow; Yu Wang 043; Yixuan Yuan (IEEE Trans. Instrum. Meas., 2022)

A Balanced Adversarial Domain Adaptation Method for Partial Transfer Intelligent Fault Diagnosis. - Yu Wang 043; Yanxu Liu; Tommy W. S. Chow; Junwei Gu; Mingquan Zhang (IEEE Trans. Instrum. Meas., 2022)

Topic-Based Instance and Feature Selection in Multilabel Classification. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2022)

Collaborative Residual Metric Learning. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (SIGIR, 2023)

Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (WWW, 2023)

ExpGCN: Review-aware Graph Convolution Network for explainable recommendation. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma; Mingbo Zhao (Neural Networks, 2023)

A Convolutional Neural Network-Based Maximum Power Point Voltage Forecasting Method for Pavement PV Array. - Mingxuan Mao; Xinying Feng; Jihao Xin; Tommy W. S. Chow (IEEE Trans. Instrum. Meas., 2023)

FPSR Implementation. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (Zenodo, 2023)

GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis. - Linshan Jia; Tommy W. S. Chow; Yixuan Yuan (Eng. Appl. Artif. Intell., 2023)

Modeling Sequential Annotations for Sequence Labeling With Crowds. - Xiaolei Lu; Tommy W. S. Chow (IEEE Trans. Cybern., 2023)

FGCR: Fused graph context-aware recommender system. - Tianjun Wei; Tommy W. S. Chow (Knowl. Based Syst., 2023)

A locally weighted multi-domain collaborative adaptation for failure prediction in SSDs. - Junwei Gu; Yu Wang 043; Tommy W. S. Chow; Mingquan Zhang; Wenjian Lu (Knowl. Based Syst., 2023)

Opinion Summarization via Submodular Information Measures. - Yang Zhao 041; Tommy W. S. Chow (IEEE Trans. Knowl. Data Eng., 2023)

A hybrid machine learning framework for forecasting house price. - Choujun Zhan; Yonglin Liu; Zeqiong Wu; Mingbo Zhao; Tommy W. S. Chow (Expert Syst. Appl., 2023)

Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma (IEEE Trans. Neural Networks Learn. Syst., 2023)

Latent Topic-Aware Multioutput Learning. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. - Wenting Chen; Jie Liu 044; Tommy W. S. Chow; Yixuan Yuan (CoRR, 2024)

Causal Disentanglement Domain Generalization for time-series signal fault diagnosis. - Linshan Jia; Tommy W. S. Chow; Yixuan Yuan (Neural Networks, 2024)

Dynamic Balanced Dual Prototypical Domain Generalization for Cross-Machine Fault Diagnosis. - Linshan Jia; Tommy W. S. Chow; Yu Wang 043; Jianghong Ma (IEEE Trans. Instrum. Meas., 2024)

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. - Yiwen Liu; Wenyu Xing; Mingquan Lin; Yuping Liu; Tommy W. S. Chow (IEEE Trans. Consumer Electron., 2024)

Extractive Negative Opinion Summarization of Consumer Electronics Reviews. - Yang Zhao 041; Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Consumer Electron., 2024)

Partial Sequence Labeling With Structured Gaussian Processes. - Xiaolei Lu; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2024)

FPSR+: Toward Robust, Efficient, and Scalable Collaborative Filtering With Partition-Aware Item Similarity Modeling. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma (IEEE Trans. Knowl. Data Eng., 2024)

STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. - Wenting Chen; Jie Liu 044; Tommy W. S. Chow; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

Territory Division Lyapunov Controller for Fast Maximum Power Point Tracking of Pavement PV System. - Mingxuan Mao; Diyu Gui; Tommy W. S. Chow (IEEE Trans. Ind. Electron., 2025)