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SPIESR
2004
127views Database» more  SPIESR 2004»
15 years 7 months ago
New perspective on visual information retrieval
Visual information retrieval (VIR) is a research area with more than 300 scientific publications every year. Technological progress lets surveys become out of date within a short ...
Horst Eidenberger
ICAPR
2009
Springer
16 years 1 months ago
Relevant and Redundant Feature Analysis with Ensemble Classification
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
Rakkrit Duangsoithong, Terry Windeatt
PKDD
2007
Springer
121views Data Mining» more  PKDD 2007»
16 years 19 days ago
Improved Algorithms for Univariate Discretization of Continuous Features
In discretization of a continuous variable its numerical value range is divided into a few intervals that are used in classification. For example, Na¨ıve Bayes can benefit from...
Jussi Kujala, Tapio Elomaa
PKDD
2007
Springer
76views Data Mining» more  PKDD 2007»
16 years 19 days ago
Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning
Machine learning research often has a large experimental component. While the experimental methodology employed in machine learning has improved much over the years, repeatability ...
Hendrik Blockeel, Joaquin Vanschoren
DEXAW
2002
IEEE
102views Database» more  DEXAW 2002»
15 years 11 months ago
Designing a Curious Negotiator
In negotiation the exchange of contextual information is as important as the exchange of specific offers. The curious negotiator is a multiagent system with three types of agent. ...
John K. Debenham, Simeon J. Simoff