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» Pattern Recognition via Vasconcelos' Genetic Algorithm
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GECCO
2006
Springer
171views Optimization» more  GECCO 2006»
14 years 5 days ago
Evolving ensemble of classifiers in random subspace
Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souz...
CIKM
2007
Springer
14 years 2 months ago
Regularized locality preserving indexing via spectral regression
We consider the problem of document indexing and representation. Recently, Locality Preserving Indexing (LPI) was proposed for learning a compact document subspace. Different from...
Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han
GECCO
2006
Springer
133views Optimization» more  GECCO 2006»
14 years 5 days ago
String transformation-based Bayesian classification or proteins
We describe a Markov chain Bayesian classification tool, SCS, that can perform data-driven classification of proteins and protein segments. Training data for interesting classific...
Timothy Meekhof, Gary W. Daughdrill, Robert B. Hec...
ICMCS
2007
IEEE
141views Multimedia» more  ICMCS 2007»
14 years 2 months ago
Scene Recognition with Camera Phones for Tourist Information Access
Camera phones present new opportunities and challenges for mobile informationassociation and retrieval. The visual input in the real environment is a new and rich interaction moda...
Joo-Hwee Lim, Yiqun Li, Yilun You, Jean-Pierre Che...
IJON
2011
186views more  IJON 2011»
12 years 12 months ago
Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition
, Yunde Jia Model structure selection is currently an open problem in modeling data via Gaussian Mixture Models (GMM). This paper proposes a discriminative method to select GMM st...
Xuefeng Chen, Xiabi Liu, Yunde Jia