Cao, Longbing

Deep Learning for Anomaly Detection: A Review

Pang, G., Shen, C., Cao, L., & Hengel, A. V. D. (2022) · ACM Computing Surveys

Anomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning

Cited by 2,837

Training deep neural networks on imbalanced data sets

Wang, S., Liu, W., Wu, J., Cao, L., Meng, Q., & Kennedy, P. J. (2016) · 2016 International Joint Conference on Neural Networks (IJCNN)

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 491

Data Science: A Comprehensive Overview

Cao, L. (2018) · ACM Computing Surveys

Big Data Technologies and ApplicationsBig Data and Business Intelligence

Cited by 407

Data science and AI in FinTech: an overview

Cao, L., Yang, Q., & Yu, P. S. (2021) · International Journal of Data Science and Analytics

FinTech, Crowdfunding, Digital FinanceDigital Transformation in Financial Services

Cited by 238

AI and data science for smart emergency, crisis and disaster resilience.

Cao, L. (2023) · International journal of data science and analytics

Disaster Management and ResilienceSafety and Risk Management

Cited by 122

A New Age of AI: Features and Futures

Cao, L. (2022) · IEEE Intelligent Systems

Artificial Intelligence ApplicationsEthics and Social Impacts of AI

Cited by 76

Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data

Pang, G., Cao, L., Chen, L., Lian, D., & Liu, H. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Anomaly Detection Techniques and ApplicationsAdvanced Statistical Methods and Models

Cited by 59

COVID-19 Modeling: A Review

Cao, L., & Liu, Q. (2022) · ACM Computing Surveys

COVID-19 epidemiological studiesMathematical and Theoretical Epidemiology and Ecology Models

Cited by 49

Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings

Pang, G., Cao, L., Chen, L., & Liu, H. (2016) · 2016 IEEE 16th International Conference on Data Mining (ICDM)

Anomaly Detection Techniques and ApplicationsMachine Learning and Data Classification

Cited by 43

Data Science Thinking: The Next Scientific, Technological and Economic Revolution

Cao, L. (2018) · Data Analytics

Big Data Technologies and ApplicationsArtificial Intelligence Applications

Cited by 38

Metasynthetic Computing and Engineering of Complex Systems

Cao, L. (2015) · Advanced Information and Knowledge Processing

Diverse Interdisciplinary Research InnovationsSystems Engineering Methodologies and Applications

Cited by 36

AI in Combating the COVID-19 Pandemic

Cao, L. (2022) · IEEE Intelligent Systems

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

Cited by 22

Analysing User Reviews in Tourism with Topic Models

Rossetti, M., Stella, F., Cao, L., & Zanker, M. (2015) · Information and Communication Technologies in Tourism 2015

Topic ModelingSentiment Analysis and Opinion Mining

Cited by 13