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Longbing Cao
Longbing Cao
Distinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie University
Verified email at mq.edu.au - Homepage
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
19892021
Data science: a comprehensive overview
L Cao
ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017
6352017
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
5452016
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
5382021
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
4262013
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
4032019
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
3262013
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
3132012
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
2472018
In-depth behavior understanding and use: the behavior informatics approach
L Cao
Information Sciences 180 (17), 3067-3085, 2010
2372010
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
2282018
Ai in finance: challenges, techniques, and opportunities
L Cao
ACM Computing Surveys (CSUR) 55 (3), 1-38, 2022
2192022
Coupled behavior analysis with applications
L Cao, Y Ou, SY Philip
IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011
2032011
Data science: challenges and directions
L Cao
Communications of the ACM 60 (8), 59-68, 2017
1982017
Domain-driven data mining: Challenges and prospects
L Cao
IEEE Transactions on Knowledge and Data Engineering 22 (6), 755-769, 2010
1902010
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
1892013
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
1822021
Decentralized ai: Edge intelligence and smart blockchain, metaverse, web3, and desci
L Cao
IEEE Intelligent Systems 37 (3), 6-19, 2022
1812022
Agent mining: The synergy of agents and data mining
L Cao, V Gorodetsky, PA Mitkas
IEEE intelligent systems 24 (3), 64-72, 2009
1792009
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