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
Last modified: 2015-09-08 15:53 (external edit)