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PAMI
2006
90views more  PAMI 2006»
15 years 6 months ago
Selection of Generative Models in Classification
This paper is concerned with the selection of a generative model for supervised classification. Classical criteria for model selection assess the fit of a model rather than its abi...
Guillaume Bouchard, Gilles Celeux
IJNVO
2007
111views more  IJNVO 2007»
15 years 6 months ago
Virtual enterprise formation and partner selection: an analysis using case studies
: A Virtual Enterprise (VE) can be described as an organisational form that emerges when individual entities form a team of partners to achieve a specific goal. The ability to asse...
Sobah Abbas Petersen
CSDA
2004
81views more  CSDA 2004»
15 years 6 months ago
A note on split selection bias in classification trees
A common approach to split selection in classification trees is to search through all possible splits generated by predictor variables. A splitting criterion is then used to evalu...
Y.-S. Shih
ESWA
2008
141views more  ESWA 2008»
15 years 6 months ago
Classifier design with feature selection and feature extraction using layered genetic programming
This paper proposes a novel method called FLGP to construct a classifier device of capability in feature selection and feature extraction. FLGP is developed with layered genetic p...
Jung-Yi Lin, Hao-Ren Ke, Been-Chian Chien, Wei-Pan...
NECO
2007
90views more  NECO 2007»
15 years 6 months ago
Neighborhood Property-Based Pattern Selection for Support Vector Machines
Support Vector Machine (SVM) has been spotlighted in the machine learning community thanks to its theoretical soundness and practical performance. When applied to a large data set...
Hyunjung Shin, Sungzoon Cho