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» On Computability of Pattern Recognition Problems
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GECCO
2005
Springer
195views Optimization» more  GECCO 2005»
15 years 9 months ago
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
Tanasanee Phienthrakul, Boonserm Kijsirikul
121
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GECCO
2005
Springer
15 years 9 months ago
Predicting healthcare costs using GAs
Predicting prospective healthcare costs is of increasing importance. Genetic search is used to discover attribute sets and associated posterior probability classifiers that predi...
Christopher R. Stephens, Henri Waelbroeck, S. Tall...
AIPR
2003
IEEE
15 years 9 months ago
Band Selection Using Independent Component Analysis for Hyperspectral Image Processing
Although hyperspectral images provide abundant information about objects, their high dimensionality also substantially increases computational burden. Dimensionality reduction off...
Hongtao Du, Hairong Qi, Xiaoling Wang, Rajeev Rama...
ICMI
2003
Springer
133views Biometrics» more  ICMI 2003»
15 years 9 months ago
Mouthbrush: drawing and painting by hand and mouth
We present a novel multimodal interface which permits users to draw or paint using coordinated gestures of hand and mouth. A headworn camera captures an image of the mouth and the...
Chi-Ho Chan, Michael J. Lyons, Nobuji Tetsutani
IUI
2000
ACM
15 years 8 months ago
A perceptual assistant to do sound equalization
This paper describes an intelligent interface to assist in the expert perceptual task of sound equalization. This is commonly done by a sound engineer in a recording studio, live ...
Dale Reed