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