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Titolo:
Alternative local discriminant bases using empirical expectation and variance estimation
Autore:
Fossgaard, E;
Indirizzi:
Univ Tromso, Inst Math & Stat, N-9037 Tromso, Norway Univ Tromso Tromso Norway N-9037 Inst Math & Stat, N-9037 Tromso, Norway
Titolo Testata:
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
fascicolo: 2, volume: 10, anno: 2001,
pagine: 329 - 349
SICI:
1061-8600(200106)10:2<329:ALDBUE>2.0.ZU;2-A
Fonte:
ISI
Lingua:
ENG
Keywords:
cluster search; discriminant measures; local feature extraction;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Physical, Chemical & Earth Sciences
Citazioni:
5
Recensione:
Indirizzi per estratti:
Indirizzo: Fossgaard, E Univ Tromso, Inst Math & Stat, N-9037 Tromso, Norway Univ Tromso Tromso Norway N-9037 tat, N-9037 Tromso, Norway
Citazione:
E. Fossgaard, "Alternative local discriminant bases using empirical expectation and variance estimation", J COMPU G S, 10(2), 2001, pp. 329-349

Abstract

This article proposes alternative discriminant measures for selecting the best basis for classification purposes among a large collection of orthonormal bases organized in a binary tree structure. A generalization of the local discriminant basis algorithm of Saito and Coifman is constructed. The success of these new methods is evaluated and compared to earlier methods in experiments.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 23/05/13 alle ore 03:22:39