Multi-stage classifier design

Author

TRAPEZNIKOV, Kirill¹ ; SALIGRAMA, Venkatesh¹ ; CASTAÑÓN, David¹
[1] Saint Mary's Street 8, Boston, MA 02215, United States

Issue title

Special Issue of Selected Papers of ACML 2012

Author (monograph)

ZHOU, Zhi-Hua (Editor)¹ ; LEE, Wee Sun (Editor)² ; HOI, Steven C. H (Editor)³ ; BUNTINE, Wray (Editor)⁴ ; MOTODA, Hiroshi (Editor)⁵
[1] National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210023, China
[2] Department of Computer Science, National University of Singapore, 117417 Singapore, Singapore
[3] School of Computer Engineering, Nanyang Technological University, Singapore, 639798, Singapore
[4] National ICT Australia (NICTA), Locked Bag 8001, Canberra, ACT, 2601, Australia
[5] Asian Office of Aerospace Research and Development (AOARD), Air Force Office of Scientific Research (AFOSR), Air Force Research Laboratory, USA, 7-23-17 Roppongi, Minato-ku Tokyo, 106-0032, Japan

Source

Machine learning. 2013, Vol 92, Num 2-3, pp 479-502, 24 p ; ref : 1 p

ISSN

0885-6125

Scientific domain

Cognition; Computer science

Publisher

Springer, Heidelberg

Publication country

Germany

Document type

Article

Language

English

Author keyword

Boosting Cost sensitive learning Multi-stage classification Sequential decision

Keyword (fr)

Application médicale Apprentissage probabilités Apprentissage supervisé Coût moyen Diminution coût Décision séquentielle Estimation biaisée Explosif Modèle agrégé Méthode itérative Paramétrisation Règle décision Surface réponse Terrorisme Classification binaire Classification multiple Minimisation du risque empirique

Keyword (en)

Medical application Probability learning Supervised learning Average cost Cost lowering Sequential decision Biased estimation Explosives Aggregate model Iterative method Parameterization Decision rule Response surface Terrorism Binary classification Multiple classification Empirical risk minimization

Keyword (es)

Aplicación medical Aprendizaje probabilidades Aprendizaje supervisado Coste medio Reducción costes Decisión secuencial Estimación sesgada Explosivo Modelo agregado Método iterativo Parametrización Regla decisión Superficie respuesta Terrorismo Clasificación binaria clasificación múltiple Minimización del riesgo empírico

Classification

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C02 Learning and adaptive systems

Discipline

Computer science : theoretical automation and systems

Origin

Inist-CNRS

Database

PASCAL

INIST identifier

27696332

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