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Fast Cluster-learning with Prior Probability from Big Dataset Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018
Authors:  Li,Tengyue;  Fong,Simon;  Lobo Marques,Joao Alexandre;  Wong,Raymond K.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Association Rule Mining  Clustering  Preprocessing  Prior Probability  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
Authors:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
Favorite |  | TC[WOS]:22 TC[Scopus]:31 | Submit date:2018/10/30
Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data classification  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2018/10/30
Binary-block embedding for reversible data hiding in encrypted images Journal article
SIGNAL PROCESSING, 2017,Volume: 133,Page: 40-51
Authors:  Yi, Shuang;  Zhou, Yicong
Favorite |  | TC[WOS]:49 TC[Scopus]:59 | Submit date:2018/10/30
Binary-block Embedding (Bee)  Reversible Data Hiding  Image Encryption  Encrypted Domain  
Two strategies to optimize the decisions in signature verification with the presence of spoofing attacks Journal article
Information Sciences, 2016,Volume: 352-353,Page: 188-202
Authors:  Yu S.;  Ai Y.;  Xu B.;  Zhou Y.;  Li W.;  Liao Q.;  Poh N.
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2018/12/21
Biometric Authentication  Brute-force  Liveness Score  Probabilistic  Spoofing Attack  
Optimizing SMOTE by Metaheuristics with Neural Network and Decision Tree Conference paper
Proceedings - 2015 3rd International Symposium on Computational and Business Intelligence, ISCBI 2015, Bali, Indonesia, 7-9 Dec. 2015
Authors:  Jinyan Li;  Simon Fong;  Yan Zhuang
Favorite |  | TC[WOS]:8 TC[Scopus]:17 | Submit date:2019/02/13
Parameter Selection Optimization  Smote  Swarm Intelligence  
Adaptive multi-objective swarm crossover optimization for imbalanced data classification Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Li J.;  Fong S.;  Yuan M.;  Wong R.K.
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2019/02/13
Class rebalancing  Classification  Swarm optimization  
Predicting favorable protein docking poses on a solid surface by particle swarm optimization Conference paper
2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, Sendai, JAPAN, MAY 25-28, 2015
Authors:  Ngai J.C.F.;  Mak P.-I.;  Siu S.W.I.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/12
Hydrophobic Solid Surface  Lysozyme  Particle Swarm Optimization  Protein Adsorption  Ptfe  
Weighted coverage based reviewer assignment Conference paper
Proceedings of the ACM SIGMOD International Conference on Management of Data, Melbourne, AUSTRALIA, MAY 31-JUN 04, 2015
Authors:  Kou N.M.;  Hou L.U.;  Mamoulis N.;  Gong Z.
Favorite |  | TC[WOS]:17 TC[Scopus]:24 | Submit date:2019/02/12
Group Coverage  Paper Reviewer Assignment  Stage Deepening Greedy  
Combining two strategies to optimize biometric decisions against spoofing attacks Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, San Diego, CA, AUG 18-20, 2014
Authors:  Li W.;  Poh N.;  Zhou Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/12/21
Biometric Authorization  Biometric Verification  Spoof Attack