Patrick P. K. Chan

Orcid: 0000-0001-7774-580X

According to our database1, Patrick P. K. Chan authored at least 101 papers between 2005 and 2023.

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Bibliography

2023
Multi-proxy based deep metric learning.
Inf. Sci., 2023

CAS-NN: A Robust Cascade Neural Network Without Compromising Clean Accuracy.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Skeleton Based Hand Missing Score Evaluation System.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation.
Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

2022
Item Relationship Graph Neural Networks for E-Commerce.
IEEE Trans. Neural Networks Learn. Syst., 2022

Unsupervised Domain Adaptation for Gesture Identification Against Electrode Shift.
IEEE Trans. Hum. Mach. Syst., 2022

A concealed poisoning attack to reduce deep neural networks' robustness against adversarial samples.
Inf. Sci., 2022

Progressive editing with stacked Generative Adversarial Network for multiple facial attribute editing.
Comput. Vis. Image Underst., 2022

2021
Dynamic fusion for ensemble of deep Q-network.
Int. J. Mach. Learn. Cybern., 2021

Causative label flip attack detection with data complexity measures.
Int. J. Mach. Learn. Cybern., 2021

Transfer learning based countermeasure against label flipping poisoning attack.
Inf. Sci., 2021

Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack.
Appl. Soft Comput., 2021

Class-Specific Affinity based Weakly Supervised Semantic Segmentation with Neutral Region Exploration.
Proceedings of the International Joint Conference on Neural Networks, 2021

Distribution-based Adversarial Filter Feature Selection against Evasion Attack.
Proceedings of the International Joint Conference on Neural Networks, 2021

Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attack.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning Enhancement.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Dual-Path Model for Person Re-Identification Under Cloth Changing.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

Segmentation Based Backdoor Attack Detection.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

Adversarial Attack against Deep Reinforcement Learning with Static Reward Impact Map.
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.
Int. J. Mach. Learn. Cybern., 2019

Class Size Variance Minimization to Metric Learning for Dish Identification.
Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018
Face Liveness Detection Using a Flash Against 2D Spoofing Attack.
IEEE Trans. Inf. Forensics Secur., 2018

A fast convex hull algorithm inspired by human visual perception.
Multim. Tools Appl., 2018

Data sanitization against adversarial label contamination based on data complexity.
Int. J. Mach. Learn. Cybern., 2018

Shilling Attack Detection Using Rated Item Correlation for Collaborative Filtering.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Unsupervised Shilling Attack Detection Model Based on Rated Item Correlation Analysis.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

2017
Improved sparse LSSVMS based on the localized generalization error model.
Int. J. Mach. Learn. Cybern., 2017

Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval.
Int. J. Mach. Learn. Cybern., 2017

Sensitivity based robust learning for stacked autoencoder against evasion attack.
Neurocomputing, 2017

2016
MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity.
IEEE Trans. Neural Networks Learn. Syst., 2016

Adversarial Feature Selection Against Evasion Attacks.
IEEE Trans. Cybern., 2016

Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learning.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Synthetic Data Generator for Classification Rules Learning.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015
Asymmetric Cyclical Hashing for Large Scale Image Retrieval.
IEEE Trans. Multim., 2015

Sensitivity based image filtering for multi-hashing in large scale image retrieval problems.
Int. J. Mach. Learn. Cybern., 2015

Quantification of side-channel information leaks based on data complexity measures for web browsing.
Int. J. Mach. Learn. Cybern., 2015

Two-phase mapping hashing.
Neurocomputing, 2015

Spam filtering for short messages in adversarial environment.
Neurocomputing, 2015

One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time.
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Anefficient learning algorithm for binary feedforward neural networks.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014
Bi-firing deep neural networks.
Int. J. Mach. Learn. Cybern., 2014

Steganalysis classifier training via minimizing sensitivity for different imaging sources.
Inf. Sci., 2014

LG-Trader: Stock trading decision support based on feature selection by weighted localized generalization error model.
Neurocomputing, 2014

An improved differential evolution and its application to determining feature weights in similarity-based clustering.
Neurocomputing, 2014

Causative attack to Incremental Support Vector Machine.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

An Improved Reject on Negative Impact Defense.
Proceedings of the Machine Learning and Cybernetics, 2014

Static detection of Android malware by using permissions and API calls.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

Face Liveness Detection by Brightness Difference.
Proceedings of the Machine Learning and Cybernetics, 2014

2013
Hyper-parameter Selection for Sparse LS-SVM via Minimization of its Localized Generalization Error.
Int. J. Wavelets Multiresolution Inf. Process., 2013

Malicious website detection under the exploratory attack.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Revised Naive Bayes classifier for combating the focus attack in spam filtering.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Dynamic fusion method using Localized Generalization Error Model.
Inf. Sci., 2012

SQL injection attacks detection in adversarial environments by k-centers.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Random forest based ensemble system for short term load forecasting.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011
Social relationship discovery and face annotation in personal photo collection.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A study on the effect of scaling functions to feature weighting performance.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

News story clustering using L-GEM based RBFNN.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Intelligent book positioning for library using RFID and book spine matching.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Multi-object tracking in video using Localized Generalization Error model based RBFNN.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Stock investment decision support for Hong Kong market using RBFNN based candlestick models.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Goods allocation in warehouse with L-GEM based 3-D RFID positioning.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Blind steganalysis with high generalization capability for different image databases using L-GEM.
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.
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.
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.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Comparision of different classifiers in fault detection in microgrid.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A novel defend against good word attacks.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Dynamic base classifier pool for classifier selection in Multiple Classifier Systems.
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.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Sensitivity based Growing and Pruning method for RBF network in online learning environments.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Disturbance rejection using error estimation in neural network controller design.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Depth estimation from a single image using defocus cues.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Dynamic hierarchical semantic network based image retrieval using relevance feedback.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Multiple classifier system for short term load forecast of Microgrid.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010
Steganography detection using localized generalization error model.
Proceedings of the IEEE International Conference on Systems, 2010

Shape-based image retrieval of Chinese paper-cutting using RBFNN with invariant moment.
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.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Apply randomization in KNN to make the adversary harder to attack the classifier.
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.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

L-GEM based RBFNN for news anchorperson detection with Dominant Color Descriptor.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Access control by RFID and face recognition based on neural network.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Feature weighting based on L-GEM.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A novel approach on control simulation using neural network ensemble.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A growing architecture selection for Multilayer Perceptron Neural Network by the L-GEM.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Trademark classification by shape using ensemble of RBFNNs.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Anti-spoofing system for RFID access control combining with face recogntion.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Content-based image retrieval using color moment and Gabor texture feature.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Feature selection for blind steganalysis using localized generalization error model.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

RFID reader deployment using RBFNN with L-GEM.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

RFID indoor positioning using RBFNN with L-GEM.
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.
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.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Moving average crossovers for short-term equity investment with L-GEM based RBFNN.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
Radial Basis Function network learning using localized generalization error bound.
Inf. Sci., 2009

A Novel Dynamic Fusion Method Using Localized Generalization Error Model.
Proceedings of the IEEE International Conference on Systems, 2009

2008
A Novel Feature Grouping Method for Ensemble Neural Network Using Localized Generalization Error Model.
Int. J. Pattern Recognit. Artif. Intell., 2008

2007
Neural network ensemble pruning using sensitivity measure in web applications.
Proceedings of the IEEE International Conference on Systems, 2007

2006
Structured Large Margin Machine Ensemble.
Proceedings of the IEEE International Conference on Systems, 2006

2005
Active learning using localized generalization error of candidate sample as criterion.
Proceedings of the IEEE International Conference on Systems, 2005


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