Research Areas

Empirical Analysis of Computational Intelligence Algorithms

• Evolutionary algorithms
• Swarm intelligence
• Multiobjective optimization
• CI methods for data mining

CI Methods for Music Information Retrieval

• Optimization of music classification chain
• Intelligent feature selection methods
• Learning of personal music categories
• Fuzzy methods using high-level feature analysis

Development of AMUSE (Advanced MUSic Explorer)

• Java open source framework for different MIR tasks
• Multi-tool extendable environment with shared interfaces and data interchange formats
• Algorithm evaluation and optimization methods