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
Liang HuTongji University & Deepblue Academy of SciencesVerified email at tongji.edu.cn
Yanchang ZhaoCSIROVerified email at csiro.au
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) ShengDistinguished 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
Defu Lian (连德富)Professor, University of Science and Technology of ChinaVerified email at ustc.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
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

Distinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie University

Verified email at mq.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	1473	2021
Data science: a comprehensive overview L Cao ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017	545	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	487	2016
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	438	2021
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	401	2013
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	322	2019
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	319	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	295	2012
In-depth behavior understanding and use: the behavior informatics approach L Cao Information Sciences 180 (17), 3067-3085, 2010	229	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	228	2018
Coupled behavior analysis with applications L Cao, Y Ou, SY Philip IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011	197	2011
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	193	2018
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	189*	2006
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	187	2013
Data science: challenges and directions L Cao Communications of the ACM 60 (8), 59-68, 2017	185	2017
Domain-driven data mining: Challenges and prospects L Cao IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010	180	2010
Agent mining: The synergy of agents and data mining L Cao, V Gorodetsky, PA Mitkas IEEE intelligent systems 24 (3), 64-72, 2009	170	2009
Coupling learning of complex interactions L Cao Information Processing & Management 51 (2), 167-186, 2015	153	2015
Graph learning based recommender systems: A review S Wang, L Hu, Y Wang, X He, QZ Sheng, MA Orgun, L Cao, F Ricci, ... arXiv preprint arXiv:2105.06339, 2021	133	2021
Domain driven data mining L Cao, C Zhang Data Mining and Knowledge Discovery Technologies, 196-223, 2008	125	2008

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