Kwong-Sak Leung
Orcid: 0000-0001-7816-2454Affiliations:
- Chinese University of Hong Kong
According to our database1,
Kwong-Sak Leung
authored at least 256 papers
between 1988 and 2023.
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Bibliography
2023
Deciphering associations between gut microbiota and clinical factors using microbial modules.
Bioinform., May, 2023
bvnGPS: a generalizable diagnostic model for acute bacterial and viral infection using integrative host transcriptomics and pretrained neural networks.
Bioinform., March, 2023
2022
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Field Evaluation of Four Low-cost PM Sensors and Design, Development and Field Evaluation of A Wearable PM Exposure Monitoring System.
CoRR, 2022
Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector.
CoRR, 2022
Whole transcriptome analysis reveals non-coding RNA's competing endogenous gene pairs as novel form of motifs in serous ovarian cancer.
Comput. Biol. Medicine, 2022
meGPS: a multi-omics signature for hepatocellular carcinoma detection integrating methylome and transcriptome data.
Bioinform., 2022
Improving bulk RNA-seq classification by transferring gene signature from single cells in acute myeloid leukemia.
Briefings Bioinform., 2022
2021
Knowl. Based Syst., 2021
Probabilistic Contextual and Structural Dependencies Learning in Grammar-Based Genetic Programming.
Evol. Comput., 2021
A network-based algorithm for the identification of moonlighting noncoding RNAs and its application in sepsis.
Briefings Bioinform., 2021
Machine-learning scoring functions trained on complexes dissimilar to the test set already outperform classical counterparts on a blind benchmark.
Briefings Bioinform., 2021
2020
IEEE Trans. Ind. Informatics, 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning.
CoRR, 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Probabilistic grammar-based neuroevolution for physiological signal classification of ventricular tachycardia.
Expert Syst. Appl., 2019
Predicting associations among drugs, targets and diseases by tensor decomposition for drug repositioning.
BMC Bioinform., 2019
Improving prediction of phenotypic drug response on cancer cell lines using deep convolutional network.
BMC Bioinform., 2019
Exploiting locational and topological overlap model to identify modules in protein interaction networks.
BMC Bioinform., 2019
Classical scoring functions for docking are unable to exploit large volumes of structural and interaction data.
Bioinform., 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action.
Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 2019
2018
Collaborative Energy Management Optimization Toward a Green Energy Local Area Network.
IEEE Trans. Ind. Informatics, 2018
A Modular Plug-And-Play Sensor System for Urban Air Pollution Monitoring: Design, Implementation and Evaluation.
Sensors, 2018
Peer-to-Peer Netw. Appl., 2018
A Genetic Algorithm with New Local Operators for Multiple Traveling Salesman Problems.
Int. J. Comput. Intell. Syst., 2018
Int. J. Geogr. Inf. Sci., 2018
Identification and characterization of moonlighting long non-coding RNAs based on RNA and protein interactome.
Bioinform., 2018
Proceedings of the TENCON 2018, 2018
SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018
Proceedings of the 3rd International Conference on Control, Robotics and Cybernetics, 2018
Drug-Protein-Disease Association Prediction and Drug Repositioning Based on Tensor Decomposition.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the Information Retrieval Technology, 2018
2017
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
SMILE: A Novel Procedure for Subcellular Module Identification with Localization Expansion.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
USR-VS: a web server for large-scale prospective virtual screening using ultrafast shape recognition techniques.
Nucleic Acids Res., 2016
Correcting the impact of docking pose generation error on binding affinity prediction.
BMC Bioinform., 2016
Proceedings of the Theory and Practice of Natural Computing - 5th International Conference, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
2015
Discovering Binding Cores in Protein-DNA Binding Using Association Rule Mining with Statistical Measures.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Sensors, 2015
Neural Process. Lett., 2015
Nucleic Acids Res., 2015
High-order dynamic Bayesian Network learning with hidden common causes for causal gene regulatory network.
BMC Bioinform., 2015
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
Classification of RNA sequences with pseudoknots using features based on partial sequences.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
Exploiting modularity and hierarchical modularity to infer large causal gene regulatory network.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
2014
Soft Comput., 2014
Int. J. Data Min. Bioinform., 2014
Substituting random forest for multiple linear regression improves binding affinity prediction of scoring functions: Cyscore as a case study.
BMC Bioinform., 2014
BMC Bioinform., 2014
Appl. Soft Comput., 2014
Proceedings of the 18th International Conference on Information Visualisation, 2014
Grammar-based genetic programming with dependence learning and bayesian network classifier.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014
The Importance of the Regression Model in the Structure-Based Prediction of Protein-Ligand Binding.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification.
BMC Bioinform., 2013
GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
GAknot: RNA secondary structures prediction with pseudoknots using genetic algorithm.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Modified free energy model to improve RNA secondary structure prediction with pseudoknots.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Chinese Acupuncture Expert System (CAES) - A Useful Tool to Practice and Learn Medical Acupuncture.
J. Medical Syst., 2012
Int. J. Intell. Syst., 2012
Int. J. Intell. Syst., 2012
Int. J. Geogr. Inf. Sci., 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Iterative L1/2 Regularization Algorithm for Variable Selection in the Cox Proportional Hazards Model.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing Systems.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the Database Systems for Advanced Applications, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
2011
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Generalizing and learning protein-DNA binding sequence representations by an evolutionary algorithm.
Soft Comput., 2011
Empirical Comparisons of Attack and Protection Algorithms for Online Social Networks.
Proceedings of the 2nd International Conference on Ambient Systems, 2011
Detection of splicing events and multiread locations from RNA-seq data based on a geometric-tail (GT) distribution of intron length.
BMC Bioinform., 2011
ABMapper: a suffix array-based tool for multi-location searching and splice-junction mapping.
Bioinform., 2011
Bioinform., 2011
Genetic Algorithm with adaptive elitist-population strategies for multimodal function optimization.
Appl. Soft Comput., 2011
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
A fast CUDA implementation of agrep algorithm for approximate nucleotide sequence matching.
Proceedings of the IEEE 9th Symposium on Application Specific Processors, 2011
Proceedings of the 15th International Conference on Information Visualisation, 2011
Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011
2010
Advances in Fuzzy Systems - Applications and Theory 24, World Scientific, ISBN: 978-981-4470-98-8, 2010
IEEE ACM Trans. Comput. Biol. Bioinform., 2010
Protein structure prediction on a lattice model via multimodal optimization techniques.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Challenges rising from learning motif evaluation functions using genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
BMC Bioinform., 2009
Proceedings of the Advances in Neural Networks, 2009
An evolutionary algorithm with species-specific explosion for multimodal optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
2008
Fuzzified Choquet Integral With a Fuzzy-Valued Integrand and Its Application on Temperature Prediction.
IEEE Trans. Syst. Man Cybern. Part B, 2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Fuzzy Sets Syst., 2008
TFBS identification based on genetic algorithm with combined representations and adaptive post-processing.
Bioinform., 2008
Evolutionary drug scheduling models with different toxicity metabolism in cancer chemotherapy.
Appl. Soft Comput., 2008
Proceedings of the Advances in Data Mining. Medical Applications, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
N-SAMSAM : A simple and faster algorithm for solving approximate matching in DNA sequences.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
Classification of Heterogeneous Fuzzy Data by Choquet Integral With Fuzzy-Valued Integrand.
IEEE Trans. Fuzzy Syst., 2007
IEEE Trans. Evol. Comput., 2007
A novel splicing/decomposable binary encoding and its operators for genetic and evolutionary algorithms.
Appl. Math. Comput., 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advances in Computation and Intelligence, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007
TFBS identification by position- and consensus-led genetic algorithm with local filtering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
IEEE Trans. Inf. Technol. Biomed., 2006
Intelligent Inferencing and Haptic Simulation for Chinese Acupuncture Learning and Training.
IEEE Trans. Inf. Technol. Biomed., 2006
Adaptive load distribution algorithms for heterogeneous distributed systems with multiple task classes.
J. Parallel Distributed Comput., 2006
Evolution strategies with exclusion-based selection operators and a Fourier series auxiliary function.
Appl. Math. Comput., 2006
Appl. Math. Comput., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Automating the drug scheduling with different toxicity clearance in cancer chemotherapy via evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Learning non-overlapping rules A method based on Functional Dependency Network and MDL Genetic Programming.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Optimal Control of a Cancer Chemotherapy Problem with Different Toxic Elimination Processes.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006
2005
Backward Reasoning on Rule-Based Systems Modeled by Fuzzy Petri Nets Through Backward Tree.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005
Pattern Recognit., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Fuzzy Sets Syst., 2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
Multi-logic-Unit Processor: A Combinational Logic Circuit Evaluation Engine for Genetic Parallel Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach.
IEEE Trans. Evol. Comput., 2004
Inf. Sci., 2004
Neurocomputing, 2004
Decis. Support Syst., 2004
Clust. Comput., 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Designing Optimal Combinational Digital Circuits Using a Multiple Logic Unit Processor.
Proceedings of the Genetic Programming, 7th European Conference, 2004
Proceedings of the Data Mining and Knowledge Management, 2004
2003
An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem.
IEEE Trans. Syst. Man Cybern. Part B, 2003
A novel approach in parameter adaptation and diversity maintenance for genetic algorithms.
Soft Comput., 2003
Concurr. Comput. Pract. Exp., 2003
Concurr. Comput. Pract. Exp., 2003
Efficiency speed-up strategies for evolutionary computation: fundamentals and fast-GAs.
Appl. Math. Comput., 2003
Adaptive Algorithm in Glossary Search.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003
Evolution Strategies with a Fourier Series Auxiliary Function for Difficult Function Optimization.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Adaptive Elitist-Population Based Genetic Algorithm for Multimodal Function Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Improving Evolvability of Genetic Parallel Programming Using Dynamic Sample Weighting.
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
Neural Comput. Appl., 2002
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002
A Hybrid Approach to Discover Bayesian Networks From Databases Using Evolutionary Programming.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
An Enhanced Annealing Genetic Algorithm For Multi-objective Optimization Problems.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
A Hybrid Data Mining Approach To Discover Bayesian Networks Using Evolutionary Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Backward Reasoning on Rule-Based System Modeled by Fuzzy Petri Nets through Backward Tree.
Proceedings of the FSDK'02, 2002
Asynchronous self-adjustable island genetic algorithm for multi-objective optimization problems.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
A new gradient-based neural network for solving linear and quadratic programming problems.
IEEE Trans. Neural Networks, 2001
A new model of simulated evolutionary computation-convergence analysis and specifications.
IEEE Trans. Evol. Comput., 2001
Discover dependency pattern among attributes by using a new type of nonlinear multiregression.
Int. J. Intell. Syst., 2001
On the Convergence of Inhomogeneous Markov Chains Approximating Equilibrium Placements of Flexible Objects.
Comput. Optim. Appl., 2001
Design and Analysis of Smart Card Based Remote Authentication Protocol for Internet-Based System.
Proceedings of the 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001
2000
Simulated annealing-based algorithms for the studies of the thermoelastic scaling behavior.
IEEE Trans. Syst. Man Cybern. Part C, 2000
J. Comb. Optim., 2000
J. Am. Soc. Inf. Sci., 2000
Int. J. Approx. Reason., 2000
Fuzzy Sets Syst., 2000
Determining nonnegative monotone set functions based on Sugeno's integral: an application of genetic algorithms.
Fuzzy Sets Syst., 2000
Designing an Expanded SOM for the Traveling Salesman Problem by Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Data mining using grammar based genetic progammming and applications.
Genetic programming 3, Kluwer, ISBN: 978-0-7923-7746-7, 2000
1999
Using Evolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 1999
Int. J. Geogr. Inf. Sci., 1999
Fuzzy Sets Syst., 1999
Proceedings of the 1999 USENIX Annual Technical Conference, 1999
A Stochastic Load Balancing Algorithm for Internet Computing Environment.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999
1998
Concurr. Pract. Exp., 1998
Using a new type of nonlinear integral for multi-regression: an application of evolutionary algorithms in data mining.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Discovering nonlinear-integral networks from databases using evolutionary computation and minimum description length principle.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Probabilistic cooperative-competitive hierarchical modeling as a genetic operator in global optimization.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the Parallel Problem Solving from Nature, 1998
1997
IEEE Trans. Syst. Man Cybern. Part B, 1997
Optimal Placements of Flexible Objects: Part II: A Simulated Annealing Approach for the Bounded Case.
IEEE Trans. Computers, 1997
Optimal Placements of Flexible Objects: Part I: Analytical Results for the Unbounded Case.
IEEE Trans. Computers, 1997
Optimal Placements of Flexible Objects: An Evolutionary Programming Approach.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
WM: A Novel Model for Distributed Computing an Internet & Intranet.
Proceedings of the IASTED International Conference on Parallel and Distributed Systems, 1997
1996
An expert system for the detection of cervical cancer cells using knowledge-based image analyzer.
Artif. Intell. Medicine, 1996
Proceedings of the Artificial Neural Networks, 1996
1995
Inducing Logic Programs With Genetic Algorithms: The Genetic Logic Programming System.
IEEE Expert, 1995
An induction system that learns programs in different programming languages using genetic programming and logic grammars.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
An Adaptive Inductive Logic Programming System Using Genetic Programming.
Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995
Proceedings of the Topics in Artificial Intelligence, 1995
1994
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
An Intelligent Expert System Shell for Knowledge-Based Geographical Information Systems: 2. Some Applications.
Int. J. Geogr. Inf. Sci., 1993
An Intelligent Expert System Shell for Knowledge-Based Geographical Information Systems: 1. The Tools.
Int. J. Geogr. Inf. Sci., 1993
1992
Int. J. Intell. Syst., 1992
1991
1990
Computer, 1990
Proceedings of the Design and Implementation of Symbolic Computation Systems, 1990
1989
J. Autom. Reason., 1989
1988