Longbing Cao

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Citations	19098	12766
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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, PhDChair Professor EdUHK, Professor UTSVerified email at uts.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
Can WangGriffith University, AustraliaVerified email at griffith.edu.au
Defu Lian (连德富)Professor, University of Science and Technology of ChinaVerified email at ustc.edu.cn
Zhifeng HaoShantou UniversityVerified email at stu.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
Xuhui FanMacquarie UniversityVerified email at mq.edu.au
Songlei JianNUDTVerified email at nudt.edu.cn
Ling Chenuniversity of technology sydneyVerified email at uts.edu.au
Junfu YinRevenue NSW, AustraliaVerified email at osr.nsw.gov.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	1967	2021
Data science: a comprehensive overview L Cao ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017	633	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	540	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	535	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	424	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	401	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	325	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	313	2012
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	253*	2006
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	247	2018
In-depth behavior understanding and use: the behavior informatics approach L Cao Information Sciences 180 (17), 3067-3085, 2010	237	2010
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	227	2018
Ai in finance: challenges, techniques, and opportunities L Cao ACM Computing Surveys (CSUR) 55 (3), 1-38, 2022	209	2022
Coupled behavior analysis with applications L Cao, Y Ou, SY Philip IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011	202	2011
Data science: challenges and directions L Cao Communications of the ACM 60 (8), 59-68, 2017	198	2017
Domain-driven data mining: Challenges and prospects L Cao IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010	190	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	188	2013
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	182	2021
Agent mining: The synergy of agents and data mining L Cao, V Gorodetsky, PA Mitkas IEEE intelligent systems 24 (3), 64-72, 2009	179	2009
Decentralized ai: Edge intelligence and smart blockchain, metaverse, web3, and desci L Cao IEEE Intelligent Systems 37 (3), 6-19, 2022	177	2022

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