On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection

Irene Rodríguez-Luján; C. Santa Cruz; Ramón Huerta

doi:10.1016/j.patrec.2011.04.007

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On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection

Irene Rodríguez-Luján C. Santa Cruz Ramón Huerta

Year: 2011 Journal: Pattern Recognition Letters Vol: 32 (11)Pages: 1567-1571 Publisher: Elsevier BV

DOI: 10.1016/j.patrec.2011.04.007

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Keywords:

Fisher kernel Kernel Fisher discriminant analysis Kernel (algebra) Kernel method Mathematics Pattern recognition (psychology) Radial basis function kernel Variable kernel density estimation Linear discriminant analysis Kernel principal component analysis Artificial intelligence Kernel embedding of distributions Feature selection Quadratic programming Polynomial kernel String kernel Quadratic equation Selection (genetic algorithm) Support vector machine Computer science Mathematical optimization Statistics Combinatorics

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Control Systems and Identification

Physical Sciences → Engineering → Control and Systems Engineering

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection

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