Korris Fu-Lai Chung
Orcid: 0000-0001-5294-8168Affiliations:
- Hong Kong Polytechnic University
According to our database1,
Korris Fu-Lai Chung
authored at least 249 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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Bibliography
2024
Multiview Fully Interpretable TSK Fuzzy Classifier Enhanced by Multiview Accompanying GMMs.
IEEE Trans. Fuzzy Syst., November, 2024
Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Reservoir Transfer Learning Through Source Enhancement Reconstructed With Reservoir Stein Discrepancy.
IEEE Internet Things J., June, 2024
A Fast Parametric and Structural Transfer Leaky Integrator Echo State Network for Reservoir Computing.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024
A Novel Style Takagi-Sugeno-Kang Fuzzy Classifier With Its Fast Training on Style Data.
IEEE Trans. Circuits Syst. Video Technol., April, 2024
IEEE Trans. Fuzzy Syst., March, 2024
Open-world electrocardiogram classification via domain knowledge-driven contrastive learning.
Neural Networks, 2024
TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction.
CoRR, 2024
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Knowl. Data Eng., December, 2023
ACM Trans. Spatial Algorithms Syst., June, 2023
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information.
Inf. Sci., April, 2023
Inf. Fusion, 2023
End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling.
CoRR, 2023
Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684].
Appl. Soft Comput., 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying From Dynamic Dictionary Attributes.
IEEE Trans. Fuzzy Syst., 2022
KAT: A Knowledge Adversarial Training Method for Zero-Order Takagi-Sugeno-Kang Fuzzy Classifiers.
IEEE Trans. Cybern., 2022
Int. J. Mach. Learn. Cybern., 2022
Inf. Sci., 2022
Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier.
Appl. Soft Comput., 2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Knowl. Based Syst., 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications.
IEEE Trans. Ind. Informatics, 2020
Cross-Network Learning With Fuzzy Labels for Seed Selection and Graph Sparsification in Influence Maximization.
IEEE Trans. Fuzzy Syst., 2020
Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst., 2020
A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information.
IEEE Trans. Fuzzy Syst., 2020
IEEE Trans. Cybern., 2020
Int. J. Mach. Learn. Cybern., 2020
Clustering by transmission learning from data density to label manifold with statistical diffusion.
Knowl. Based Syst., 2020
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation.
CoRR, 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Syst. Man Cybern. Syst., 2019
ACM Trans. Inf. Syst., 2019
IEEE Trans. Knowl. Data Eng., 2019
ACM Trans. Knowl. Discov. Data, 2019
A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies.
IEEE Trans. Fuzzy Syst., 2019
J. Intell. Fuzzy Syst., 2019
Multi-Label Bioinformatics Data Classification With Ensemble Embedded Feature Selection.
IEEE Access, 2019
2D character animating networks: bringing static characters to move via motion transfer.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Transferring Object Layouts from Virtual to Physical Rooms: Towards Adapting a Virtual Scene to a Physical Scene for VR.
Proceedings of the Advances in Computer Graphics, 2019
Proceedings of the Advances in Computer Graphics, 2019
2018
Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks.
Knowl. Based Syst., 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Time Series Pattern Classification Based on Deep Learning Network: A Study on the Roles of Time Domain Representation.
Proceedings of the 14th International Conference on Natural Computation, 2018
2017
IEEE Trans. Syst. Man Cybern. Syst., 2017
Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data.
IEEE Trans. Fuzzy Syst., 2017
IEEE Trans. Fuzzy Syst., 2017
Int. J. Mach. Learn. Cybern., 2017
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Planetary marching cubes for STEM sandbox game-based learning: Enhancing student interest and performance with simulation realism planet simulating sandbox.
Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
Pattern Recognit., 2016
Pattern Anal. Appl., 2016
Linear combination of densities and its direct estimation framework with applications.
Neural Comput. Appl., 2016
A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification.
Inf. Sci., 2016
Inf. Sci., 2016
Neurocomputing, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
An ensemble embedded feature selection method for multi-label clinical text classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets.
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Cybern., 2015
IEEE Trans. Cybern., 2015
Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets.
IEEE Trans. Cybern., 2015
Privacy preserving and fast decision for novelty detection using support vector data description.
Soft Comput., 2015
Support vector machine with manifold regularization and partially labeling privacy protection.
Inf. Sci., 2015
Inf. Sci., 2015
Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers.
CoRR, 2015
Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification.
Appl. Soft Comput., 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Cybern., 2014
Double indices-induced FCM clustering and its integration with fuzzy subspace clustering.
Pattern Anal. Appl., 2014
A trace ratio maximization approach to multiple kernel-based dimensionality reduction.
Neural Networks, 2014
Multim. Tools Appl., 2014
Appl. Soft Comput., 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
IEEE Trans. Fuzzy Syst., 2013
Int. J. Mach. Learn. Cybern., 2013
Fuzzy partition based soft subspace clustering and its applications in high dimensional data.
Inf. Sci., 2013
Comput. Math. Appl., 2013
Appl. Soft Comput., 2013
Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection.
Artif. Intell. Medicine, 2013
2012
Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball.
IEEE Trans. Syst. Man Cybern. Part B, 2012
Pattern Recognit., 2012
Scaling up minimum enclosing ball with total soft margin for training on large datasets.
Neural Networks, 2012
The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine.
Neural Networks, 2012
Using a Variable Weighting k-Means Method to Build a Decision Cluster Classification Model.
Int. J. Pattern Recognit. Artif. Intell., 2012
Sci. China Inf. Sci., 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the International Conference on Multimedia Retrieval, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012
2011
World Wide Web, 2011
Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.
IEEE Trans. Fuzzy Syst., 2011
Neural Networks, 2011
Positive and negative fuzzy rule system, extreme learning machine and image classification.
Int. J. Mach. Learn. Cybern., 2011
J. Intell. Learn. Syst. Appl., 2011
Expert Syst. Appl., 2011
Revealing digital fakery using multiresolution decomposition and higher order statistics.
Eng. Appl. Artif. Intell., 2011
Appl. Soft Comput., 2011
EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis.
Appl. Soft Comput., 2011
Water reflection recognition via minimizing reflection cost based on motion blur invariant moments.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Models for portfolio management on enhancing periodic consideration and portfolio selection.
Proceedings of the Seventh International Conference on Natural Computation, 2011
2010
IEEE Trans. Fuzzy Syst., 2010
Transformation between type-2 TSK fuzzy systems and an uncertain Gaussian mixture model.
Soft Comput., 2010
Pattern Recognit., 2010
Enhanced soft subspace clustering integrating within-cluster and between-cluster information.
Pattern Recognit., 2010
A new context-dependent term weight computed by boost and discount using relevance information.
J. Assoc. Inf. Sci. Technol., 2010
Int. J. Softw. Informatics, 2010
Comput. Electr. Eng., 2010
A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010
2009
IEEE Trans. Syst. Man Cybern. Part B, 2009
An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration.
IEEE Trans. Fuzzy Syst., 2009
From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets.
IEEE Trans. Fuzzy Syst., 2009
Comput. Biol. Medicine, 2009
2008
Theoretical Choice of the Optimal Threshold for Possibilistic Linear Model With Noisy Input.
IEEE Trans. Fuzzy Syst., 2008
Pattern Recognit., 2008
FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation.
Pattern Recognit., 2008
An empirical study of a cross-level association rule mining approach to cold-start recommendations.
Knowl. Based Syst., 2008
Eng. Appl. Artif. Intell., 2008
Eng. Appl. Artif. Intell., 2008
Comput. Stand. Interfaces, 2008
Appl. Soft Comput., 2008
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008
Proceedings of the 22nd British HCI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction, 2008
Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008
2007
Possibility Theoretic Clustering and its Preliminary Application to Large Image Segmentation.
Soft Comput., 2007
Applying the improved fuzzy cellular neural network IFCNN to white blood cell detection.
Neurocomputing, 2007
Eng. Appl. Artif. Intell., 2007
Comput. Stand. Interfaces, 2007
Appl. Soft Comput., 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Analysis and Visualization of Time Series Data from Consumer-Generated Media and News Archives.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions.
IEEE Trans. Syst. Man Cybern. Part B, 2006
Experimental study on parameter choices in norm-<i>r</i> support vector regression machines with noisy input.
Soft Comput., 2006
Soft Comput., 2006
Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm.
Soft Comput., 2006
A collaborative filtering framework based on fuzzy association rules and multiple-level similarity.
Knowl. Inf. Syst., 2006
SBT-QL: A Stock Time Series Query Language based on Specialized Binary Tree Representation.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification.
Proceedings of the 2006 International Conference on Data Mining, 2006
Financial Time Series Segmentation based on Specialized Binary Tree Representation.
Proceedings of the 2006 International Conference on Data Mining, 2006
Fast Dictionary Lookup in Genomic Information Retrieval.
Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006
2005
IEEE Trans. Neural Networks, 2005
Absolute exponential stability of a class of recurrent neural networks with multiple and variable delays.
Theor. Comput. Sci., 2005
Theoretically Optimal Parameter Choices for Support Vector Regression Machines with Noisy Input.
Soft Comput., 2005
Soft Comput., 2005
Note on the equivalence relationship between Renyi-entropy based and Tsallis-entropy based image thresholding.
Pattern Recognit. Lett., 2005
Pattern Recognit., 2005
On the use of hierarchical information in sequential mining-based XML document similarity computation.
Knowl. Inf. Syst., 2005
Int. J. Inf. Acquis., 2005
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005
Intell. Data Anal., 2005
Cascaded centralized TSK fuzzy system: universal approximator and high interpretation.
Appl. Soft Comput., 2005
Proceedings of the 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 2005
Proceedings of the Natural Language Processing and Information Systems, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the 2005 International Conference on Mobile Business (ICMB 2005), 2005
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
Proceedings of the Advances in Intelligent Computing, 2005
Preventing Meaningless Stock Time Series Pattern Discovery by Changing Perceptually Important Point Detection.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
IEEE Trans. Evol. Comput., 2004
Soft Comput., 2004
Some sufficient conditions for global exponential stability of delayed Hopfield neural networks.
Neural Networks, 2004
Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004
Applying Cross-Topic Relationships to Incremental Relevance Feedback.
Proceedings of the ICEIS 2004, 2004
Towards Collaborative Travel Recommender Systems.
Proceedings of the Fourth International Conference on Electronic Business, 2004
Using Emerging Pattern Based Projected Clustering and Gene Expression Data for Cancer Detection.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004
2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
Accessing Hidden Web Documents by Metasearching a Directory of Specialty Search Engines.
Proceedings of the Databases in Networked Information Systems, 2003
2002
Soft Comput., 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
2001
IEEE Trans. Syst. Man Cybern. Syst., 2001
IEEE Trans. Fuzzy Syst., 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000
1998
IEEE Trans. Syst. Man Cybern. Part B, 1998
Neocognitron based handwriting recognition system performance tuning using genetic algorithm.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1997
Offline Handwritten Chinese Character Recognition viaRadical Extraction and Recognition.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
1996
IEEE Trans. Fuzzy Syst., 1996
1995
1994
1992