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Lazy Learning

Name: Lazy Learning
Brand: Springer
SKU: 06999150
Price: 160.89 EUR
Availability: InStock
Author: David W. Aha
ISBN: 9789048148608

David W. Aha

Language

English

Book Paperback

Libristo code: 06999150

Publishers Springer, December 2010

This edited collection describes recent progress on lazy learning, a branch of machine learning conc... Full description

Libristo code: 06999150

394 b

160.89 € VAT included

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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.