Książka Lazy Learning David W. Aha

Lazy Learning

Autor: David W. Aha
Język: Angielski
Oprawa: Miękka
Wydawca: Springer
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
634.56
This edited collection describes recent progress on lazy learning, a branch of machine learning conc...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2010
strony
424
EAN
9789048148608
ISBN
904814860X
Enbook ID
06999150
Wydawca
Waga
1058
Wymiary
210 x 279 x 24

Pełny opis

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.

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