Data Adaptive Simultaneous Parameter and Kernel Selection in Kernel Discriminant Analysis Using Information Complexity

Caterina Liberati; J. Andrew Howe; Hamparsum Bozdogan

doi:10.13176/11.117

Data Adaptive Simultaneous Parameter and Kernel Selection in Kernel Discriminant Analysis Using Information Complexity

Journal of Pattern Recognition Research ◽

10.13176/11.117 ◽

2009 ◽

Vol 4 (1) ◽

pp. 119-132 ◽

Cited By ~ 8

Author(s):

Caterina Liberati ◽

J. Andrew Howe ◽

Hamparsum Bozdogan

Keyword(s):

Discriminant Analysis ◽

Information Complexity ◽

Kernel Discriminant Analysis ◽

Kernel Selection ◽

Data Adaptive

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Kernel Discriminant Analysis and information complexity: advanced models for micro-data mining and micro-marketing solutions

Data Mining VII: Data, Text and Web Mining and their Business Applications ◽

10.2495/data060121 ◽

2006 ◽

Author(s):

C. Liberati ◽

F. Camillo

Keyword(s):

Data Mining ◽

Discriminant Analysis ◽

Information Complexity ◽

Micro Data ◽

Kernel Discriminant Analysis

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Boosting Kernel Discriminant Analysis with Adaptive Kernel Selection

Adaptive and Natural Computing Algorithms ◽

10.1007/3-211-27389-1_103 ◽

2005 ◽

pp. 429-432 ◽

Cited By ~ 3

Author(s):

Shinji Kita ◽

Satoshi Maekawa ◽

Seiichi Ozawa ◽

Shigeo Abe

Keyword(s):

Discriminant Analysis ◽

Kernel Discriminant Analysis ◽

Kernel Selection ◽

Adaptive Kernel

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On the Choice of the Kernel Function in Kernel Discriminant Analysis Using Information Complexity

Studies in Classification, Data Analysis, and Knowledge Organization - Data Analysis, Classification and the Forward Search ◽

10.1007/3-540-35978-8_2 ◽

2007 ◽

pp. 11-21 ◽

Cited By ~ 3

Author(s):

Hamparsum Bozdogan ◽

Furio Camillo ◽

Caterina Liberati

Keyword(s):

Discriminant Analysis ◽

Kernel Function ◽

Information Complexity ◽

Kernel Discriminant Analysis

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Multiresolution Features Based Polynomial Kernel Discriminant Analysis for Speaker Recognition

2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies ◽

10.1109/act.2009.89 ◽

2009 ◽

Cited By ~ 1

Author(s):

Pawan K. Ajmera ◽

Raghunath S. Holambe

Keyword(s):

Discriminant Analysis ◽

Speaker Recognition ◽

Polynomial Kernel ◽

Kernel Discriminant Analysis

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Kernel discriminant analysis and clustering with parsimonious Gaussian process models

Statistics and Computing ◽

10.1007/s11222-014-9505-x ◽

2014 ◽

Vol 25 (6) ◽

pp. 1143-1162 ◽

Cited By ~ 4

Author(s):

C. Bouveyron ◽

M. Fauvel ◽

S. Girard

Keyword(s):

Discriminant Analysis ◽

Gaussian Process ◽

Process Models ◽

Kernel Discriminant Analysis ◽

Gaussian Process Models

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HiLAM-aligned Kernel Discriminant Analysis for Text-dependent Speaker Verification

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115281 ◽

2021 ◽

pp. 115281

Author(s):

Mohammad Azharuddin Laskar ◽

Rabul Hussain Laskar

Keyword(s):

Discriminant Analysis ◽

Speaker Verification ◽

Kernel Discriminant Analysis ◽

Text Dependent Speaker Verification

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Gait recognition based on wavelet features with spectral regression kernel discriminant analysis

2017 40th International Conference on Telecommunications and Signal Processing (TSP) ◽

10.1109/tsp.2017.8076096 ◽

2017 ◽

Cited By ~ 2

Author(s):

Ait O. Lishani ◽

Larbi Boubchir ◽

Emad Khalifa ◽

Ahmed Bouridane

Keyword(s):

Discriminant Analysis ◽

Gait Recognition ◽

Kernel Discriminant Analysis ◽

Wavelet Features ◽

Spectral Regression

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Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification

IEEE Transactions on Information Forensics and Security ◽

10.1109/tifs.2016.2582562 ◽

2016 ◽

Vol 11 (11) ◽

pp. 2453-2465 ◽

Cited By ~ 11

Author(s):

Alexandros Iosifidis ◽

Moncef Gabbouj

Keyword(s):

Discriminant Analysis ◽

Large Scale ◽

Scaling Up ◽

Face Verification ◽

Kernel Discriminant Analysis

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Kernel discriminant analysis with weighted schemes and its application to face recognition

2008 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2008.4620447 ◽

2008 ◽

Author(s):

Da-Ke Zhou ◽

Zhen-Ming Tang

Keyword(s):

Face Recognition ◽

Discriminant Analysis ◽

Kernel Discriminant Analysis

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Visual category recognition using Spectral Regression and Kernel Discriminant Analysis

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops ◽

10.1109/iccvw.2009.5457703 ◽

2009 ◽

Cited By ~ 16

Author(s):

M. A. Tahir ◽

J. Kittler ◽

K. Mikolajczyk ◽

F. Yan ◽

K.E.A. van de Sande ◽

...

Keyword(s):

Discriminant Analysis ◽

Kernel Discriminant Analysis ◽

Spectral Regression

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