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ICMI
2009
Springer
146views Biometrics» more  ICMI 2009»
15 years 10 months ago
Learning from preferences and selected multimodal features of players
The influence of multimodal sources of input data to the construction of accurate computational models of user preferences is investigated in this paper. The case study presented...
Georgios N. Yannakakis
IUCS
2009
ACM
141views Communications» more  IUCS 2009»
15 years 10 months ago
Linking Wikipedia entries to blog feeds by machine learning
This paper studies the issue of conceptually indexing the blogosphere through the whole hierarchy of Wikipedia entries. This paper proposes how to link Wikipedia entries to blog f...
Mariko Kawaba, Hiroyuki Nakasaki, Daisuke Yokomoto...
SIGIR
2006
ACM
15 years 9 months ago
Learning a ranking from pairwise preferences
We introduce a novel approach to combining rankings from multiple retrieval systems. We use a logistic regression model or an SVM to learn a ranking from pairwise document prefere...
Ben Carterette, Desislava Petkova
GECCO
2006
Springer
130views Optimization» more  GECCO 2006»
15 years 7 months ago
Ensemble selection for evolutionary learning using information theory and price's theorem
This paper presents an information theoretic perspective on design and analysis of evolutionary algorithms. Indicators of solution quality are developed and applied not only to in...
Stuart W. Card, Chilukuri K. Mohan
ESANN
2006
15 years 5 months ago
Neural networks and machine learning in bioinformatics - theory and applications
Bioinformatics is a promising and innovative research field. Despite of a high number of techniques specifically dedicated to bioinformatics problems as well as many successful app...
Udo Seiffert, Barbara Hammer, Samuel Kaski, Thomas...