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 HuTongji University & Deepblue Academy of SciencesVerified email at tongji.edu.cn
Shoujin WangUniversity of Technology Sydney, Macquarie UniversityVerified email at uts.edu.au
Guansong PangAssistant Professor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Guandong Xu, PhDProfessor in Data Science, University of Technology SydneyVerified email at uts.edu.au
Can WangGriffith University, AustraliaVerified email at griffith.edu.au
zhifeng hao佛山科学技术学院Verified email at fosu.edu.cn
Quan Z. (Michael) ShengFull Professor, School of Computing, Macquarie University, Sydney, AustraliaVerified email at mq.edu.au
Yan WangProfessor, School of Computing, Macquarie University, Sydney, AustraliaVerified email at mq.edu.au
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
Mehmet A. OrgunSchool of Computing, Macquarie UniversityVerified email at mq.edu.au
Wei WeiUniversity of Technology SydneyVerified email at uts.edu.au
Defu Lian 连德富Professor, University of Science and Technology of ChinaVerified email at ustc.edu.cn
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Junfu YinRevenue NSW, AustraliaVerified email at osr.nsw.gov.au
Songlei JianNUDTVerified email at nudt.edu.cn
Yin SongPhd Student of IT, University of Technology Sydney (UTS)Verified email at student.uts.edu.au

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 Financial modeling


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep learning for anomaly detection: A review G Pang, C Shen, L Cao, AVD Hengel ACM Computing Surveys (CSUR) 54 (2), 1-38, 2021	625	2021
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	389	2016
Data science: a comprehensive overview L Cao ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017	366	2017
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	323	2013
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	285	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	262	2012
A survey on session-based recommender systems S Wang, L Cao, Y Wang, QZ Sheng, MA Orgun, D Lian ACM Computing Surveys (CSUR) 54 (7), 1-38, 2021	235	2021
In-depth behavior understanding and use: the behavior informatics approach L Cao Information Sciences 180 (17), 3067-3085, 2010	217	2010
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006	199*	2006
Coupled behavior analysis with applications L Cao, Y Ou, SY Philip IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011	186	2011
Sequential recommender systems: challenges, progress and prospects S Wang, L Hu, Y Wang, L Cao, QZ Sheng, M Orgun arXiv preprint arXiv:2001.04830, 2019	183	2019
Domain-driven data mining: Challenges and prospects L Cao IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010	178	2010
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	174	2018
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	171	2013
Agent mining: The synergy of agents and data mining L Cao, V Gorodetsky, PA Mitkas IEEE intelligent systems 24 (3), 64-72, 2009	165	2009
Data science: challenges and directions L Cao Communications of the ACM 60 (8), 59-68, 2017	162	2017
Coupling learning of complex interactions L Cao Information Processing & Management 51 (2), 167-186, 2015	133	2015
Learning representations of ultrahigh-dimensional data for random distance-based outlier detection G Pang, L Cao, L Chen, H Liu Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018	129	2018
Domain driven data mining L Cao, C Zhang Data Mining and Knowledge Discovery Technologies, 196-223, 2008	116	2008
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	109	2010

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