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    First name: Patrick P. K.
    Last name: Chan
    DBLP: 38/3305
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    Conference paper
    Wing W. Y. Ng, Yueming Lv, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan.
    Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval.
    Int. J. Machine Learning Cybernetics 2017, Volume 8 (0) 2017
    Journal article
    Patrick P. K. Chan, Zhe Lin, Xian Hu, Eric C. C. Tsang, Daniel S. Yeung.
    Sensitivity based robust learning for stacked autoencoder against evasion attack.
    Neurocomputing 2017, Volume 267 (0) 2017
    Conference paper
    Binbin Sun, Wing W. Y. Ng, Patrick P. K. Chan.
    Improved sparse LSSVMS based on the localized generalization error model.
    Int. J. Machine Learning Cybernetics 2017, Volume 8 (0) 2017
    Conference paper
    Fei Zhang, Patrick P. K. Chan, Battista Biggio, Daniel S. Yeung, Fabio Roli.
    Adversarial Feature Selection Against Evasion Attacks.
    IEEE T. Cybernetics 2016, Volume 46 (0) 2016
    Conference paper
    Daniel S. Yeung, Jin-Cheng Li, Wing W. Y. Ng, Patrick P. K. Chan.
    MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity.
    IEEE Trans. Neural Netw. Learning Syst. 2016, Volume 27 (0) 2016
    Conference paper
    Qiu Xia Li, Patrick P. K. Chan, Dalin Zhou, Yinfeng Fang, Honghai Liu, Daniel S. Yeung.
    Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learning.
    International Conference on Machine Learning and Cybernetics, ICMLC 2016, Jeju Island, South Korea, July 10-13, 2016 2016 (0) 2016
    Conference paper
    Runzong Liu, Bin Fang, Yuan Yan Tang, Patrick P. K. Chan.
    Synthetic Data Generator for Classification Rules Learning.
    7th International Conference on Cloud Computing and Big Data, CCBD 2016, Macau, China, November 16-18, 2016 2016 (0) 2016
    Journal article
    Wing W. Y. Ng, Yueming Lv, Daniel S. Yeung, Patrick P. K. Chan.
    Two-phase mapping hashing.
    Neurocomputing 2015, Volume 151 (0) 2015
    Journal article
    Patrick P. K. Chan, Cheng Yang, Daniel S. Yeung, Wing W. Y. Ng.
    Spam filtering for short messages in adversarial environment.
    Neurocomputing 2015, Volume 155 (0) 2015
    Conference paper
    Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli.
    One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time.
    Multiple Classifier Systems - 12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings 2015 (0) 2015
    Conference paper
    Yueming Lv, Wing W. Y. Ng, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan.
    Asymmetric Cyclical Hashing for Large Scale Image Retrieval.
    IEEE Transactions on Multimedia 2015, Volume 17 (0) 2015
    Conference paper
    Zhi-Min He, Patrick P. K. Chan, Daniel S. Yeung, Witold Pedrycz, Wing W. Y. Ng.
    Quantification of side-channel information leaks based on data complexity measures for web browsing.
    Int. J. Machine Learning Cybernetics 2015, Volume 6 (0) 2015
    Conference paper
    Jianxin Zhou, Xiaoqin Zeng, Patrick P. K. Chan.
    Anefficient learning algorithm for binary feedforward neural networks.
    2015 International Conference on Machine Learning and Cybernetics, ICMLC 2015, Guangzhou, China, July 12-15, 2015 2015 (0) 2015
    Conference paper
    Wing W. Y. Ng, Jinchen Li, Shaoyong Feng, Daniel S. Yeung, Patrick P. K. Chan.
    Sensitivity based image filtering for multi-hashing in large scale image retrieval problems.
    Int. J. Machine Learning Cybernetics 2015, Volume 6 (0) 2015
    Journal article
    Wing W. Y. Ng, Zhi-Min He, Daniel S. Yeung, Patrick P. K. Chan.
    Steganalysis classifier training via minimizing sensitivity for different imaging sources.
    Inf. Sci. 2014, Volume 281 (0) 2014
    Journal article
    Chunru Dong, Wing W. Y. Ng, Xi-Zhao Wang, Patrick P. K. Chan, Daniel S. Yeung.
    An improved differential evolution and its application to determining feature weights in similarity-based clustering.
    Neurocomputing 2014, Volume 146 (0) 2014
    Journal article
    Wing W. Y. Ng, Xue-Ling Liang, Jin-Cheng Li, Daniel S. Yeung, Patrick P. K. Chan.
    LG-Trader: Stock trading decision support based on feature selection by weighted localized generalization error model.
    Neurocomputing 2014, Volume 146 (0) 2014
    Conference paper
    Hongjiang Li, Patrick P. K. Chan.
    An Improved Reject on Negative Impact Defense.
    Machine Learning and Cybernetics - 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings 2014 (0) 2014
    Conference paper
    Patrick P. K. Chan, Ying Shu.
    Face Liveness Detection by Brightness Difference.
    Machine Learning and Cybernetics - 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings 2014 (0) 2014
    Conference paper
    Patrick P. K. Chan, Wen-Kai Song.
    Static detection of Android malware by using permissions and API calls.
    2014 International Conference on Machine Learning and Cybernetics, Lanzhou, China, July 13-16, 2014 2014 (0) 2014
    Conference paper
    Xiaojun Lin, Patrick P. K. Chan.
    Causative attack to Incremental Support Vector Machine.
    2014 International Conference on Machine Learning and Cybernetics, Lanzhou, China, July 13-16, 2014 2014 (0) 2014
    Journal article
    Jin-Cheng Li, Wing W. Y. Ng, Daniel S. Yeung, Patrick P. K. Chan.
    Bi-firing deep neural networks.
    Int. J. Machine Learning Cybernetics 2014, Volume 5 (0) 2014
    Conference paper
    Binbin Sun, Wing W. Y. Ng, Daniel S. Yeung, Patrick P. K. Chan.
    Hyper-parameter Selection for Sparse LS-SVM via Minimization of its Localized Generalization Error.
    IJWMIP 2013, Volume 11 (0) 2013
    Conference paper
    Junyan Peng, Patrick P. K. Chan.
    Revised Naive Bayes classifier for combating the focus attack in spam filtering.
    International Conference on Machine Learning and Cybernetics, ICMLC 2013, Tianjin, China, July 14-17, 2013 2013 (0) 2013
    Conference paper
    Manlin Wang, Fei Zhang, Patrick P. K. Chan.
    Malicious website detection under the exploratory attack.
    International Conference on Machine Learning and Cybernetics, ICMLC 2013, Tianjin, China, July 14-17, 2013 2013 (0) 2013
    Journal article
    Patrick P. K. Chan, Daniel S. Yeung, Wing W. Y. Ng, Chih-Min Lin, James Nga-Kwok Liu.
    Dynamic fusion method using Localized Generalization Error Model.
    Inf. Sci. 2012, Volume 217 (0) 2012
    Conference paper
    Ying-Ying Cheng, Patrick P. K. Chan, Zhi-Wei Qiu.
    Random forest based ensemble system for short term load forecasting.
    International Conference on Machine Learning and Cybernetics, ICMLC 2012, Xian, Shaanxi, China, July 15-17, 2012, Proceedings 2012 (0) 2012
    Conference paper
    Xi-Rong Wu, Patrick P. K. Chan.
    SQL injection attacks detection in adversarial environments by k-centers.
    International Conference on Machine Learning and Cybernetics, ICMLC 2012, Xian, Shaanxi, China, July 15-17, 2012, Proceedings 2012 (0) 2012
    Conference paper
    Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    A survey of the initialization of centers and widths in radial basis function network for classification.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Fei Zhang, Wing W. Y. Ng, Daniel S. Yeung, Jinshan Jiang.
    A novel defend against good word attacks.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Hui Yu, Wing W. Y. Ng, Daniel S. Yeung.
    A novel method to reduce redundancy in adaptive threshold clustering key frame extraction systems.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Xue-Ling Liang, Patrick P. K. Chan, Daniel S. Yeung.
    Stock investment decision support for Hong Kong market using RBFNN based candlestick models.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Yao-Hong Chan, Patrick P. K. Chan, Daniel S. Yeung.
    Empirical study on the architecture selection of RBFNN using L-GEM for multi-class problems.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Bo Peng, Wing W. Y. Ng, Daniel S. Yeung.
    Disturbance rejection using error estimation in neural network controller design.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Zhi-Chun Huang, Wing W. Y. Ng, Daniel S. Yeung.
    Dynamic hierarchical semantic network based image retrieval using relevance feedback.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Yi-Song Qiao, Li Lin, Hai-Lan Ding, Patrick P. K. Chan, Daniel S. Yeung.
    Intelligent book positioning for library using RFID and book spine matching.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Hai-Lan Ding, Patrick P. K. Chan, Daniel S. Yeung.
    Efficiency of applying virtual reference tag to neural network based RFID indoor positioning method.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Xian-Heng Ma, Patrick P. K. Chan, Daniel S. Yeung.
    Multi-object tracking in video using Localized Generalization Error model based RBFNN.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Bing-Zhong Jing, Wing W. Y. Ng, Daniel S. Yeung.
    Depth estimation from a single image using defocus cues.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Xi-Rong Wu, Wing W. Y. Ng, Daniel S. Yeung.
    Sensitivity based Growing and Pruning method for RBF network in online learning environments.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Zhi-Min He, Patrick P. K. Chan, Daniel S. Yeung.
    Blind steganalysis with high generalization capability for different image databases using L-GEM.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Li Lin, Patrick P. K. Chan, Daniel S. Yeung.
    3D Goods allocation in warehouse with L-GEM based 3-D RFID positioning.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Xin Ran, Patrick P. K. Chan, Daniel S. Yeung.
    News story clustering using L-GEM based RBFNN.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Timothy Tian-Ming Zheng, Patrick P. K. Chan, Daniel S. Yeung.
    Social relationship discovery and face annotation in personal photo collection.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Jing Zhu, Zhi-Wei Qiu, Wing W. Y. Ng, Daniel S. Yeung.
    Comparision of different classifiers in fault detection in microgrid.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Wing W. Y. Ng, Qian-Cheng Wang, Rui-Jie Yang, Patrick P. K. Chan, Daniel S. Yeung.
    A study on the effect of scaling functions to feature weighting performance.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Qin-Qin Zhang, Wing W. Y. Ng, Daniel S. Yeung.
    Dynamic base classifier pool for classifier selection in Multiple Classifier Systems.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Patrick P. K. Chan, Wei-Chun Chen, Wing W. Y. Ng, Daniel S. Yeung.
    Multiple classifier system for short term load forecast of Microgrid.
    International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Zhi-Chun Huang, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    Content-based image retrieval using color moment and Gabor texture feature.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Qian-Cheng Wang, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    Feature weighting based on L-GEM.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Bo Peng, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    A novel approach on control simulation using neural network ensemble.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Bing-Zhong Jing, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    Anti-spoofing system for RFID access control combining with face recogntion.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Jin-Cheng Li, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    A growing architecture selection for Multilayer Perceptron Neural Network by the L-GEM.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Daniel S. Yeung, Binbin Sun, Wing W. Y. Ng, Patrick P. K. Chan.
    Construction of radial basis function neural networks via a minimization of its localized generalization error.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Yao-Hong Chan, Wing W. Y. Ng, Daniel S. Yeung, Patrick P. K. Chan.
    Empirical comparison of forward and backward search strategies in L-GEM based feature selection with RBFNN.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Timothy Tian-Ming Zheng, Wing W. Y. Ng, Xu-Sheng Huang, Shi-Ting Yang, Patrick P. K. Chan, Weiwei Lai, Daniel S. Yeung.
    Shape-based image retrieval of Chinese paper-cutting using RBFNN with invariant moment.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Hai-Lan Ding, Wing W. Y. Ng, Patrick P. K. Chan, Dong-Liang Wu, Xiao-Ling Chen, Daniel S. Yeung.
    RFID indoor positioning using RBFNN with L-GEM.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Wei-Chun Chen, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    Multiple classifier systems combined with localized generalization error for fault diagnosis of power transformers.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Wei-Wei Lai, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    Trademark classification by shape using ensemble of RBFNNs.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Wei Xiao, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    L-GEM based RBFNN for news anchorperson detection with Dominant Color Descriptor.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    Feature selection for blind steganalysis using localized generalization error model.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Gao-Yang Cai, Wing W. Y. Ng, Patrick P. K. Chan, Michael Firth, Daniel S. Yeung.
    Moving average crossovers for short-term equity investment with L-GEM based RBFNN.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Hui Yu, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    Apply randomization in KNN to make the adversary harder to attack the classifier.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Hai-Lan Ding, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung, Dong-Liang Wu.
    RFID reader deployment using RBFNN with L-GEM.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Dong-Liang Wu, Wing W. Y. Ng, Patrick P. K. Chan, Hai-Lan Ding, Bing-Zhong Jing, Daniel S. Yeung.
    Access control by RFID and face recognition based on neural network.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Li Zhao, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    A novel gradient synthesis-based illumination formalization method for face recognition under varying lighting conditions.
    International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung.
    Steganography detection using localized generalization error model.
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, 10-13 October 2010 2010 (0) 2010
    Conference paper
    Daniel S. Yeung, Patrick P. K. Chan.
    A Novel Dynamic Fusion Method Using Localized Generalization Error Model.
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009 2009 (0) 2009
    Conference paper
    Daniel S. Yeung, Patrick P. K. Chan, Wing W. Y. Ng.
    Radial Basis Function network learning using localized generalization error bound.
    Inf. Sci. 2009, Volume 179 (0) 2009
    Conference paper
    Aki P. F. Chan, Patrick P. K. Chan, Wing W. Y. Ng, Eric C. C. Tsang, Daniel S. Yeung.
    A Novel Feature Grouping Method for Ensemble Neural Network Using Localized Generalization Error Model.
    IJPRAI 2008, Volume 22 (0) 2008
    Conference paper
    Patrick P. K. Chan, Xiaoqin Zeng, Eric C. C. Tsang, Daniel S. Yeung, John W. T. Lee.
    Neural network ensemble pruning using sensitivity measure in web applications.
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Montréal, Canada, 7-10 October 2007 2007 (0) 2007
    Conference paper
    Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung.
    Structured Large Margin Machine Ensemble.
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, October 8-11, 2006 2006 (0) 2006
    Conference paper
    Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung.
    Active learning using localized generalization error of candidate sample as criterion.
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005 2005 (0) 2005
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