Jinyan Li

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Limsoon Wong 黄任祥KITHCT Professor of Computer Science & Professor of Pathology, National University of SingaporeVerified email at comp.nus.edu.sg
Guozhu DongProfessor, Computer Science, Wright State UniversityVerified email at wright.edu
Qian LiuThe Children’s Hospital of PhiladelphiaVerified email at email.chop.edu
Chen, Peng (陳鵬)Professor, Anhui University;Univ of Sci & Tech of China;Nanyang Techno Univ;Howard Univ;CityU;KAUSTVerified email at ahu.edu.cn
Haiquan LiAssistant Professor, University of ArizonaVerified email at email.arizona.edu
Kelvin SimGICVerified email at gic.com.sg
Xiuzhen (Jenny) ZhangProfessor, RMIT University, AustraliaVerified email at rmit.edu.au
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerified email at nus.edu.sg
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
Longbing CaoUniversity of Technology Sydney, AustraliaVerified email at uts.edu.au
Tommy W S ChowProfessor of Electronic Engineering, City University of Hong KongVerified email at cityu.edu.hk
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Chee Keong KWOHNanyang Technological UniversityVerified email at ntu.edu.sg
Hung NguyenSwinburne University of TechnologyVerified email at swin.edu.au
Lusheng WangCity University of Hong KongVerified email at cityu.edu.hk
Yi-Ping Phoebe ChenProfessor of Computer Science, La Trobe University, Melbourne, AustraliaVerified email at latrobe.edu.au
John EllisEmeritus Professor, University of Technology SydneyVerified email at uts.edu.au
David LoProfessor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Yuanchun ZhouComputer Network Information Center,CASVerified email at cnic.cn

Jinyan Li

Professor of Data Science, University of Technology Sydney

Verified email at uts.edu.au

Data mining bioinformatics health informatics


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Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling EJ Yeoh, ME Ross, SA Shurtleff, WK Williams, D Patel, R Mahfouz, ... Cancer cell 1 (2), 133-143, 2002	2221	2002
Efficient mining of emerging patterns: Discovering trends and differences G Dong, J Li Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	1395	1999
A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns H Liu, J Li, L Wong Genome informatics 13, 51-60, 2002	557	2002
CAEP: Classification by aggregating emerging patterns G Dong, X Zhang, L Wong, J Li International Conference on Discovery Science, 30-42, 1999	552	1999
Making use of the most expressive jumping emerging patterns for classification J Li, G Dong, K Ramamohanarao Knowledge and Information systems 3 (2), 131-145, 2001	251	2001
Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns J Li, L Wong Bioinformatics 18 (5), 725-734, 2002	214	2002
Mining border descriptions of emerging patterns from dataset pairs G Dong, J Li Knowledge and Information Systems 8 (2), 178-202, 2005	174	2005
Interestingness of discovered association rules in terms of neighborhood-based unexpectedness G Dong, J Li Pacific-Asia Conference on Knowledge Discovery and Data Mining, 72-86, 1998	166	1998
Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients J Li, H Liu, JR Downing, AEJ Yeoh, L Wong Bioinformatics 19 (1), 71-78, 2003	165	2003
Deeps: A new instance-based lazy discovery and classification system J Li, G Dong, K Ramamohanarao, L Wong Machine Learning 54 (2), 99-124, 2004	162	2004
Discovery of significant rules for classifying cancer diagnosis data J Li, H Liu, SK Ng, L Wong Bioinformatics 19 (suppl_2), ii93-ii102, 2003	153	2003
Mining statistically important equivalence classes and delta-discriminative emerging patterns J Li, G Liu, L Wong Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	137	2007
Maximal biclique subgraphs and closed pattern pairs of the adjacency matrix: A one-to-one correspondence and mining algorithms J Li, G Liu, H Li, L Wong IEEE Transactions on Knowledge and Data Engineering 19 (12), 1625-1637, 2007	113	2007
Instance-based classification by emerging patterns J Li, G Dong, K Ramamohanarao European Conference on Principles of Data Mining and Knowledge Discovery …, 2000	112	2000
Emerging patterns and gene expression data J Li, L Wong Genome Informatics 12, 3-13, 2001	90	2001
Minimum description length principle: Generators are preferable to closed patterns J Li, H Li, L Wong, J Pei, G Dong AAAI, 409-414, 2006	89	2006
The long noncoding RNA MALAT1 promotes tumor-driven angiogenesis by up-regulating pro-angiogenic gene expression AE Tee, B Liu, R Song, J Li, E Pasquier, BB Cheung, C Jiang, ... Oncotarget 7 (8), 8663-8675, 2016	84	2016
An in-silico method for prediction of polyadenylation signals in human sequences H Liu, H Han, J Li, L Wong Genome Informatics 14, 84-93, 2003	79	2003
The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. J Li, K Ramamohanarao, G Dong ICML, 551-558, 2000	76	2000
Discovering motif pairs at interaction sites from protein sequences on a proteome-wide scale H Li, J Li, L Wong Bioinformatics 22 (8), 989-996, 2006	73	2006

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