See-Kiong Ng

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Xiaoli Li (李晓黎)Principal Scientist and Dept Head, Institute for Infocomm Research; Adjunct Professor, NTUVerified email at i2r.a-star.edu.sg
Chris Soon Heng TanDepartment of Chemistry, Southern University of Science and TechnologyVerified email at sustech.edu.cn
Chee Keong KWOHNanyang Technological UniversityVerified email at ntu.edu.sg
Limsoon Wong 黄任祥KITHCT Professor of Computer Science & Professor of Pathology, National University of SingaporeVerified email at comp.nus.edu.sg
Wynne HSUProfessor of Computer Science, National Univeristy of SingaporeVerified email at comp.nus.edu.sg
Wu MinSenior Scientist, Institute for Infocomm ResearchVerified email at i2r.a-star.edu.sg
Mong Li LeeProfessor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Jin ChenInstitue for Biomedical Informatics, University of KentuckyVerified email at uky.edu
Wing-Kin Sung (宋永健)Professor of Chemical Pathology, Chinese University of Hong KongVerified email at cuhk.edu.hk
Kenny ChuaUniversity of TorontoVerified email at i2r.a-star.edu.sg
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
Willy Hugo, PhDUCLA School of MedicineVerified email at mednet.ucla.edu
Jinyan LiDistinguished Professor, 深圳理工大学；Adjunct Professor, University of Technology SydneyVerified email at uts.edu.au
Eng Yeow CheuInstitute for Infocomm ResearchVerified email at pmail.ntu.edu.sg
Mafruz Zaman AshrafiBiogenVerified email at takeda.com
Hong Cao (曹鸿)Director of Analytics, EY Advisory Pte Ltd, SingaporeVerified email at sg.ey.com
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Jong C. ParkProfessor, School of Computing, KAISTVerified email at kaist.ac.kr

See-Kiong Ng

Institute of Data Science and School of Computing, National University of Singapore

Verified email at nus.edu.sg - Homepage

data mining machine learning artificial intelligence natural language processing smart cities


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
MAD-GAN: Multivariate anomaly detection for time series data with generative adversarial networks D Li, D Chen, B Jin, L Shi, J Goh, SK Ng Artificial Neural Networks and Machine Learning–ICANN 2019: Text and Time …, 2019	581	2019
Computational approaches for detecting protein complexes from protein interaction networks: a survey X Li, M Wu, CK Kwoh, SK Ng BMC genomics 11 (1), 1-19, 2010	399	2010
A core-attachment based method to detect protein complexes in PPI networks M Wu, X Li, CK Kwoh, SK Ng BMC bioinformatics 10 (1), 1-16, 2009	396	2009
Anomaly detection with generative adversarial networks for multivariate time series D Li, D Chen, J Goh, S Ng arXiv preprint arXiv:1809.04758, 2018	248	2018
Integrative approach for computationally inferring protein domain interactions SK Ng, Z Zhang, SH Tan Proceedings of the 2003 ACM symposium on Applied computing, 115-121, 2003	245	2003
Toward routine automatic pathway discovery from on-line scientific text abstracts SK Ng, M Wong Genome Informatics 10, 104-112, 1999	213	1999
InterDom: a database of putative interacting protein domains for validating predicted protein interactions and complexes SK Ng, Z Zhang, SH Tan, K Lin Nucleic acids research 31 (1), 251-254, 2003	208	2003
Positive-unlabeled learning for disease gene identification P Yang, XL Li, JP Mei, CK Kwoh, SK Ng Bioinformatics 28 (20), 2640-2647, 2012	187	2012
Interaction graph mining for protein complexes using local clique merging XL Li, CS Foo, SH Tan, SK Ng Genome Informatics 16 (2), 260-269, 2005	184	2005
Discovery of significant rules for classifying cancer diagnosis data J Li, H Liu, SK Ng, L Wong Bioinformatics 19 (suppl_2), ii93-ii102, 2003	164	2003
Nemofinder: Dissecting genome-wide protein-protein interactions with meso-scale network motifs J Chen, W Hsu, ML Lee, SK Ng Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	158	2006
Positive unlabeled learning for data stream classification XL Li, PS Yu, B Liu, SK Ng Proceedings of the 2009 SIAM international conference on data mining, 259-270, 2009	152	2009
Toward fully automated genotyping: genotyping microsatellite markers by deconvolution. MW Perlin, G Lancia, SK Ng American journal of human genetics 57 (5), 1199, 1995	151	1995
Discovering protein complexes in dense reliable neighborhoods of protein interaction networks XL Li, CS Foo, SK Ng Computational Systems Bioinformatics: (Volume 6), 157-168, 2007	130	2007
Integrated oversampling for imbalanced time series classification H Cao, XL Li, DYK Woon, SK Ng IEEE Transactions on Knowledge and Data Engineering 25 (12), 2809-2822, 2013	129	2013
Positive unlabeled learning for time series classification MN Nguyen, XL Li, SK Ng Twenty-Second International Joint Conference on Artificial Intelligence, 2011	120	2011
Increasing confidence of protein interactomes using network topological metrics J Chen, W Hsu, ML Lee, SK Ng Bioinformatics 22 (16), 1998-2004, 2006	111	2006
Inferring gene-phenotype associations via global protein complex network propagation P Yang, X Li, M Wu, CK Kwoh, SK Ng PloS one 6 (7), e21502, 2011	109	2011
Intelligent fault diagnosis under varying working conditions based on domain adaptive convolutional neural networks B Zhang, W Li, XL Li, SK Ng Ieee Access 6, 66367-66384, 2018	100	2018
Ensemble positive unlabeled learning for disease gene identification P Yang, X Li, HN Chua, CK Kwoh, SK Ng PloS one 9 (5), e97079, 2014	96	2014

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