Our research goal is to enable computer machines to learn. Our research mainly focuses on developing automated methods for machine learning and data mining to discover and manage knowledge from big data for diverse applications. Currently, our main research themes are summarized as follows.
- Algorithms of Data mining, machine learning, and artificial intelligence
- Big data mining, streaming data mining
- Computer network security
- Anomaly detection, intrusion detection, fault diagnosis, network traffic analysis
- Recommender systems
- Web mining, social networks
- Information retrieval