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
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
Mehmet A. OrgunSchool of Computing, Macquarie UniversityVerified email at mq.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
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
Songlei JianNUDTVerified email at nudt.edu.cn
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 NewcastleVerified email at newcastle.edu.au

Longbing Cao

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

Verified email at uts.edu.au - Homepage

Artificial intelligence Data science Machine learning Behavior informatics Enterprise innovation


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	1071	2021
Data science: a comprehensive overview L Cao ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017	479	2017
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	438	2016
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	413*	2006
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, 449-475, 2013	371	2013
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	333	2021
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	307	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	280	2012
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	253	2019
In-depth behavior understanding and use: the behavior informatics approach L Cao Information Sciences 180 (17), 3067-3085, 2010	222	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	202	2018
Coupled behavior analysis with applications L Cao, Y Ou, SY Philip IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011	196	2011
Domain-driven data mining: Challenges and prospects L Cao IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010	178	2010
Svdd-based outlier detection on uncertain data B Liu, Y Xiao, L Cao, Z Hao, F Deng Knowledge and information systems 34, 597-618, 2013	175	2013
Data science: challenges and directions L Cao Communications of the ACM 60 (8), 59-68, 2017	169	2017
Agent mining: The synergy of agents and data mining L Cao, V Gorodetsky, PA Mitkas IEEE intelligent systems 24 (3), 64-72, 2009	168	2009
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	158	2018
Coupling learning of complex interactions L Cao Information Processing & Management 51 (2), 167-186, 2015	140	2015
Domain driven data mining L Cao, C Zhang Data Mining and Knowledge Discovery Technologies, 196-223, 2008	123	2008
Efficiently mining top-k high utility sequential patterns J Yin, Z Zheng, L Cao, Y Song, W Wei 2013 IEEE 13th international conference on data mining, 1259-1264, 2013	115	2013

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