Research Interests:

• Pattern Recognition
  • Statistical Pattern Recognition
  • Structural / Syntactic Methods
    • Parsing
    • Grammatical Inference
  • Unsupervised Learning  / Clustering
    • Combining Data Partitions
    • Cluster validity
  • Hybrid Methods
• Machine Learning
• Data Mining
• Image Understanding
• Automatic Sleep Analysis
• Biomedical Applications
• Artificial Intelligence
• Information Theory
• Detection and Estimation Theory