Longbing Cao

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Chengqi ZhangProfessor of Information TechnologyVerified email at uts.edu.au
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Yanchang ZhaoCSIROVerified email at csiro.au
Liang HuUniversity of Technology SydneyVerified email at student.uts.edu.au
Guandong Xu, PhDProfessor in Data Science, University of Technology SydneyVerified email at uts.edu.au
Can WangGriffith University, AustraliaVerified email at griffith.edu.au
Guansong PangUniversity of AdelaideVerified email at adelaide.edu.au
zhifeng hao佛山科学技术学院Verified email at fosu.edu.cn
Jian CaoProfessor of Department of Computer Science and Engineering, Shanghai Jiaotong UniversityVerified email at sjtu.edu.cn
Zhigang ZhengUniversity of Technology SydneyVerified email at uts.edu.au
Junfu YinRevenue NSW, AustraliaVerified email at osr.nsw.gov.au
Yin SongPhd Student of IT, University of Technology Sydney (UTS)Verified email at student.uts.edu.au
Xuhui FanUniversity of New South WalesVerified email at unsw.edu.au
Yang GaoBeijing Institute of TechnologyVerified email at bit.edu.cn
Pericles A. MitkasProfessor of Electrical and Computer Engineering, Aristotle University of Thessaloniki, GreeceVerified email at auth.gr
Huan LiuProfessor of Computer Science and Engineering, Arizona State UniversityVerified email at asu.edu
Vincent S. TsengDistinguished Professor, Dept. Computer Science , National Chiao Tung University, TaiwanVerified email at cs.nctu.edu.tw
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityVerified email at maastrichtuniversity.nl
Jinyan LiProfessor of Data Science, University of Technology SydneyVerified email at uts.edu.au
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca

Longbing Cao

Professor & ARC Future Fellow (Level 3), University of Technology Sydney

Verified email at uts.edu.au - Homepage

Data science Artificial intelligence Machine learning Behavior informatics FinTech


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Effective detection of sophisticated online banking fraud on extremely imbalanced data W Wei, J Li, L Cao, Y Ou, J Chen World Wide Web 16 (4), 449-475, 2013	255	2013
Training deep neural networks on imbalanced data sets S Wang, W Liu, J Wu, L Cao, Q Meng, PJ Kennedy 2016 international joint conference on neural networks (IJCNN), 4368-4374, 2016	250	2016
Personalized recommendation via cross-domain triadic factorization L Hu, J Cao, G Xu, L Cao, Z Gu, C Zhu Proceedings of the 22nd international conference on World Wide Web, 595-606, 2013	249	2013
USpan: an efficient algorithm for mining high utility sequential patterns J Yin, Z Zheng, L Cao Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	225	2012
Data science: a comprehensive overview L Cao ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017	221	2017
In-depth behavior understanding and use: the behavior informatics approach L Cao Information Sciences 180 (17), 3067-3085, 2010	202	2010
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams Association for Computing Machinery (ACM), 2015	191	2015
Coupled behavior analysis with applications L Cao, Y Ou, SY Philip IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011	184	2011
Agent mining: The synergy of agents and data mining L Cao, V Gorodetsky, PA Mitkas IEEE Intelligent Systems 24 (3), 64-72, 2009	159	2009
Domain-driven data mining: Challenges and prospects L Cao IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010	157	2010
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface D Ünay, Z Çataltepe, S Aksoy Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2010	157*	2010
Svdd-based outlier detection on uncertain data B Liu, Y Xiao, L Cao, Z Hao, F Deng Knowledge and information systems 34 (3), 597-618, 2013	143	2013
Domain driven data mining L Cao, C Zhang Data Mining and Knowledge Discovery Technologies, 196-223, 2008	142*	2008
Advances in knowledge discovery and data mining J Tseng, LCH Motoda, G Xu Lecture Notes in Artificial Intelligence, 2003	136*	2003
Data science: challenges and directions L Cao Communications of the ACM 60 (8), 59-68, 2017	115	2017
Attention-based transactional context embedding for next-item recommendation S Wang, L Hu, L Cao, X Huang, D Lian, W Liu Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	107	2018
Coupling learning of complex interactions L Cao Information Processing & Management 51 (2), 167-186, 2015	105	2015
Coupled nominal similarity in unsupervised learning C Wang, L Cao, M Wang, J Li, W Wei, Y Ou Proceedings of the 20th ACM international conference on Information and …, 2011	102	2011
Combined mining: discovering informative knowledge in complex data L Cao, H Zhang, Y Zhao, D Luo, C Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010	101	2010
Knowledge actionability: satisfying technical and business interestingness L Cao, D Luo, C Zhang International Journal of Business Intelligence and Data Mining 2 (4), 496-514, 2007	99*	2007

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