Lazy Learning

. Ed(s): Kidwell, David A.; Aha, David W.

ISBN 10: 0792345843 / ISBN 13: 9780792345848

Edité par Kluwer Academic Publishers, 1997

Editor(s): Kidwell, David A.; Aha, David W. Num Pages: 424 pages, biography. BIC Classification: UYQM. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 235 x 155 x 23. Weight in Grams: 779. . 1997. Hardback. . . . . Books ship from the US and Ireland. N° de réf. du vendeur V9780792345848

Synopsis :

This edited collection describes recent progress on lazy learning, a branch of machine learning concerning algorithms that defer the processing of their inputs, reply to information requests by combining stored data, and typically discard constructed replies. It is the first edited volume in AI on this topic, whose many synonyms include `instance-based', `memory-based'. `exemplar-based', and `local learning', and whose topic intersects case-based reasoning and edited k-nearest neighbor classifiers. It is intended for AI researchers and students interested in pursuing recent progress in this branch of machine learning, but, due to the breadth of its contributions, it should also interest researchers and practitioners of data mining, case-based reasoning, statistics, and pattern recognition.

Détails bibliographiques

Titre : Lazy Learning
Éditeur : Kluwer Academic Publishers
Date d'édition : 1997
Reliure : Couverture rigide
Etat : New