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AI
2010
Springer
15 years 11 months ago
Overlap versus Imbalance
Abstract. In this paper we give a systematic analysis of the relationship between imbalance and overlap as factors influencing classifier performance. We demonstrate that these t...
Misha Denil, Thomas P. Trappenberg
ICANN
2009
Springer
15 years 11 months ago
Constrained Learning Vector Quantization or Relaxed k-Separability
Neural networks and other sophisticated machine learning algorithms frequently miss simple solutions that can be discovered by a more constrained learning methods. Transition from ...
Marek Grochowski, Wlodzislaw Duch
149
Voted
ISMIR
2001
Springer
117views Music» more  ISMIR 2001»
15 years 10 months ago
Score Processing For MIR
The focus of this paper is on the design and use of a music score representation. The structure of the representation is discussed and illustrated with sample algorithms, includin...
Donncha Ó. Maidín
HICSS
2000
IEEE
154views Biometrics» more  HICSS 2000»
15 years 10 months ago
User-Interface Design for Medical Informatics: A Case Study of Kaiser Permanente
User interfaces (Uis) for client-server-and Web-based products and services must enable users around the world to access complex data and functions. Solutions to successful user-i...
Aaron Marcus, Karl Wieser, John Armitage, Volker F...
ADL
2000
Springer
284views Digital Library» more  ADL 2000»
15 years 10 months ago
A Boolean Query Processing with a Result Cache in Mediator Systems
A mediator system is a kind of a meta-search engine that provides a seamlessly integrated search service for diverse search engines (collections). Since collections of a mediator ...
Jae-Heon Cheong, Sang-goo Lee