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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
18382021
Data science: a comprehensive overview
L Cao
ACM Computing Surveys (CSUR) 50 (3), 1-42, 2017
6232017
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
5392016
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
5172021
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
4242013
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
3932019
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
A Roychoudhury, M D'Souza
368*2012
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
3232013
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
3082012
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
2442018
In-depth behavior understanding and use: the behavior informatics approach
L Cao
Information Sciences 180 (17), 3067-3085, 2010
2342010
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
2192018
Data science: challenges and directions
L Cao
Communications of the ACM 60 (8), 59-68, 2017
2012017
Coupled behavior analysis with applications
L Cao, Y Ou, SY Philip
IEEE Transactions on Knowledge and Data Engineering 24 (8), 1378-1392, 2011
2012011
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
1842013
Ai in finance: challenges, techniques, and opportunities
L Cao
ACM Computing Surveys (CSUR) 55 (3), 1-38, 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
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
1692021
Decentralized ai: Edge intelligence and smart blockchain, metaverse, web3, and desci
L Cao
IEEE Intelligent Systems 37 (3), 6-19, 2022
1662022
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