Research Topics
- Data Mining and Knowledge Discovery
- Multi-relational Data Mining, Spatial Data Mining, Temporal Data Mining, Spatio-temporal Data Mining, Text Mining, Web Mining, Data Stream Mining, Data Mining Query Language
- Analysis and synthesis of algorithms for inductive inference: classification and regression/model trees
- Clustering, Association Rule discovery, Associative Classification
- Anomaly Detection
- Inductive logic programming
- Symbolic Data Analysis
- Data Engineering
- Distributed Algorithms and Models
- Structured Output Prediction in Network Data
- Link Prediction
- Transfer Learning
- Positive-Unlabeled Learning
- Big Data Analytics
- Ensemble Learning
Applications
- Document Image Analysis and Recognition
- Bioinformatics and Medical Informatics
- Energy Prediction in Smart Grids
- Network Traffic Analysis
- Social Network Analysis
- Information extraction
- Business Process Management and Web Service
- Wireless Sensor Network
- Environmental monitoring
- Smart mobility
- Map interpretation
- Gene Network Reconstruction
- Cybersecurity
