Patrick P. K. Chan

Yaxuan Wang

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

2019

Shilling attack based on item popularity and rated item correlation against collaborative filtering.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2019

Class Size Variance Minimization to Metric Learning for Dish Identification.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018

Face Liveness Detection Using a Flash Against 2D Spoofing Attack.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

A fast convex hull algorithm inspired by human visual perception.

[BibT_eX]

[DOI]

Runzong Liu

Yuan Yan Tang

Multim. Tools Appl., 2018

Data sanitization against adversarial label contamination based on data complexity.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2018

Shilling Attack Detection Using Rated Item Correlation for Collaborative Filtering.

[BibT_eX]

[DOI]

Keke Chen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Unsupervised Shilling Attack Detection Model Based on Rated Item Correlation Analysis.

[BibT_eX]

[DOI]

Keke Chen

Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

2017

Improved sparse LSSVMS based on the localized generalization error model.

[BibT_eX]

[DOI]

Binbin Sun

Int. J. Mach. Learn. Cybern., 2017

Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2017

Sensitivity based robust learning for stacked autoencoder against evasion attack.

[BibT_eX]

[DOI]

Neurocomputing, 2017

2016

MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Adversarial Feature Selection Against Evasion Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Synthetic Data Generator for Classification Rules Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015

Asymmetric Cyclical Hashing for Large Scale Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Sensitivity based image filtering for multi-hashing in large scale image retrieval problems.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2015

Quantification of side-channel information leaks based on data complexity measures for web browsing.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2015

Two-phase mapping hashing.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Spam filtering for short messages in adversarial environment.

[BibT_eX]

[DOI]

Neurocomputing, 2015

One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Anefficient learning algorithm for binary feedforward neural networks.

[BibT_eX]

[DOI]

Jianxin Zhou

Xiaoqin Zeng

Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014

Bi-firing deep neural networks.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2014

Steganalysis classifier training via minimizing sensitivity for different imaging sources.

[BibT_eX]

[DOI]

Inf. Sci., 2014

LG-Trader: Stock trading decision support based on feature selection by weighted localized generalization error model.

[BibT_eX]

[DOI]

Neurocomputing, 2014

An improved differential evolution and its application to determining feature weights in similarity-based clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Causative attack to Incremental Support Vector Machine.

[BibT_eX]

[DOI]

Xiaojun Lin

Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

An Improved Reject on Negative Impact Defense.

[BibT_eX]

[DOI]

Hongjiang Li

Proceedings of the Machine Learning and Cybernetics, 2014

Static detection of Android malware by using permissions and API calls.

[BibT_eX]

[DOI]

Wen-Kai Song

Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

Face Liveness Detection by Brightness Difference.

[BibT_eX]

[DOI]

Ying Shu

Proceedings of the Machine Learning and Cybernetics, 2014

2013

Hyper-parameter Selection for Sparse LS-SVM via Minimization of its Localized Generalization Error.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2013

Malicious website detection under the exploratory attack.

[BibT_eX]

[DOI]

Manlin Wang

Fei Zhang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Revised Naive Bayes classifier for combating the focus attack in spam filtering.

[BibT_eX]

[DOI]

Junyan Peng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Dynamic fusion method using Localized Generalization Error Model.

[BibT_eX]

[DOI]

Inf. Sci., 2012

SQL injection attacks detection in adversarial environments by k-centers.

[BibT_eX]

[DOI]

Xi-Rong Wu

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Random forest based ensemble system for short term load forecasting.

[BibT_eX]

[DOI]

Ying-Ying Cheng

Zhi-Wei Qiu

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011

Social relationship discovery and face annotation in personal photo collection.

[BibT_eX]

[DOI]

Timothy Tian-Ming Zheng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A study on the effect of scaling functions to feature weighting performance.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

News story clustering using L-GEM based RBFNN.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Intelligent book positioning for library using RFID and book spine matching.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Multi-object tracking in video using Localized Generalization Error model based RBFNN.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Stock investment decision support for Hong Kong market using RBFNN based candlestick models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Goods allocation in warehouse with L-GEM based 3-D RFID positioning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Blind steganalysis with high generalization capability for different image databases using L-GEM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Efficiency of applying virtual reference tag to neural network based RFID indoor positioning method.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Empirical study on the architecture selection of RBFNN using L-GEM for multi-class problems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A survey of the initialization of centers and widths in radial basis function network for classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Comparision of different classifiers in fault detection in microgrid.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A novel defend against good word attacks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Dynamic base classifier pool for classifier selection in Multiple Classifier Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A novel method to reduce redundancy in adaptive threshold clustering key frame extraction systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Sensitivity based Growing and Pruning method for RBF network in online learning environments.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Disturbance rejection using error estimation in neural network controller design.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Depth estimation from a single image using defocus cues.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Dynamic hierarchical semantic network based image retrieval using relevance feedback.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Multiple classifier system for short term load forecast of Microgrid.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010

Steganography detection using localized generalization error model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2010

Shape-based image retrieval of Chinese paper-cutting using RBFNN with invariant moment.

[BibT_eX]

[DOI]

Timothy Tian-Ming Zheng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A novel gradient synthesis-based illumination formalization method for face recognition under varying lighting conditions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Apply randomization in KNN to make the adversary harder to attack the classifier.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Construction of radial basis function neural networks via a minimization of its localized generalization error.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

L-GEM based RBFNN for news anchorperson detection with Dominant Color Descriptor.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Access control by RFID and face recognition based on neural network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Feature weighting based on L-GEM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A novel approach on control simulation using neural network ensemble.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A growing architecture selection for Multilayer Perceptron Neural Network by the L-GEM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Trademark classification by shape using ensemble of RBFNNs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Anti-spoofing system for RFID access control combining with face recogntion.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Content-based image retrieval using color moment and Gabor texture feature.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Feature selection for blind steganalysis using localized generalization error model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

RFID reader deployment using RBFNN with L-GEM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

RFID indoor positioning using RBFNN with L-GEM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Multiple classifier systems combined with localized generalization error for fault diagnosis of power transformers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Empirical comparison of forward and backward search strategies in L-GEM based feature selection with RBFNN.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Moving average crossovers for short-term equity investment with L-GEM based RBFNN.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009

Radial Basis Function network learning using localized generalization error bound.

[BibT_eX]

[DOI]

Inf. Sci., 2009

A Novel Dynamic Fusion Method Using Localized Generalization Error Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2009

2008

A Novel Feature Grouping Method for Ensemble Neural Network Using Localized Generalization Error Model.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2008

2007

Neural network ensemble pruning using sensitivity measure in web applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2007

2006

Structured Large Margin Machine Ensemble.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

2005

Active learning using localized generalization error of candidate sample as criterion.

[BibT_eX]

[DOI]