Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
- Author
- YIJUN SUN1 ; TODOROVIC, Sinisa2 ; GOODISON, Steve3
[1] Interdisciplinary Center for Biotechnology Research, University of Florida, PO Box 103622, Gainesville, FL 32610-3622, United States
[2] School of Electrical Engineering and Ccomputer Science, 2107 Kelley Engineering Center, Oregon State University, Corvallis, OR 97331, United States
[3] Cancer Research Institute, M.D. Anderson Cancer Center-Orlando, Orlando, FL 32827, United States - Source
IEEE transactions on pattern analysis and machine intelligence. 2010, Vol 32, Num 9, pp 1610-1626, 17 p ; ref : 53 ref
- CODEN
- ITPIDJ
- ISSN
- 0162-8828
- Scientific domain
- Control theory, operational research; Computer science
- Publisher
- IEEE Computer Society, Los Alamitos, CA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Feature selection local learning logistical regression sample complexity ℓ1 regularization
- Keyword (fr)
- Analyse algorithme Analyse forme Apprentissage supervisé Base de données multidimensionnelle Classification Complexité algorithme Complexité calcul Distribution donnée Intelligence artificielle Ordinateur personnel Pertinence Problème non linéaire Problème sélection Précision élevée Recherche locale Viabilité
- Keyword (en)
- Algorithm analysis Pattern analysis Supervised learning Multidimensional database Classification Algorithm complexity Computational complexity Data distribution Artificial intelligence Personal computer Relevance Nonlinear problems Selection problem High precision Local search Viability
- Keyword (es)
- Análisis algoritmo Análisis forma Aprendizaje supervisado Base dato multidimensional Clasificación Complejidad algoritmo Complejidad computación Distribución dato Inteligencia artificial Computadora personal Pertinencia Problema selección Precisión elevada Busca local Viabilidad
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence
- Discipline
- Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23146541
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TPAMI.2009.190 
https://dx.doi.org/10.1109/TPAMI.2009.190
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