EVOLVE International Conference

EVOLVE 2015 June 18-24
Iasi, Romania

HomeTracks and sessionsEVOLVEMainEVOLVE2015MainEVOLVE2015 TracksEvolving from Natural Computing and Data Mining

Evolving from Natural Computing and Data Mining

 Organizers: Mihaela Breaban, Alexandru Ioan Cuza University of Iasi, Romania
  Madalina Raschip, University of Neuchatel, Switzerland
  Dragos Gavrilut, Alexandru Ioan Cuza University of Iasi, Romania
In the spirit of the host conference, the workshop is intended as a bridge between Natural Computing and Data Mining, with the aim of promoting research that spans across the two fields.
The most commonly encountered tasks from data mining, such as feature selection, clustering, classification, association rules mining, model building, etc. can be translated into optimization tasks. Evolutionary computation techniques work as general optimizers with proven efficiency in solving optimization problems, so it is a natural consequence to approach data mining task by using evolutionary computation.
On the other hand, learning from the past experience of an algorithm can improve the performance of the algorithm in future iterations. Mining the knowledge from one or multiple runs of the algorithm can also be used to improve the algorithm.
We welcome papers illustrating symbiotic developments that bring important advantages to any of the two areas of research.
The topics covered by this workshop contain (but are not limited to):
- Natural Computing enhanced by Data Mining concepts
- Data Mining tasks approached with Natural Computing
- Natural Computing for Big Data analysis
- Evolutionary Machine Learning
- Real world applications

 

 

 Program Committee: Mihaela Breaban, Alexandru Ioan Cuza University of Iasi, Romania
  Elena Bautu, Ovidius University of Constanta, Romania
  Camelia Chira, Technical University of Cluj-Napoca, Romania
  Paul Cotofrei, University of Neuchatel, Switzerland
  Dragos Gavrilut, Alexandru Ioan Cuza University of Iasi, Romania
  Madalina Raschip, University of Neuchatel, Switzerland
  Vlad Radulescu, Alexandru Ioan Cuza University of Iasi, Romania
  Daniel Stamate, Goldsmiths, University of London, UK
  Catalin Stoean, University of Craiova, Romania
  Kilian Stoffel, University of Neuchatel, Switzerland
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