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Advances in Knowledge Discovery And Data Mining, Part I von Sanjay Chawla Pang-Ning Tan Chin Kuan Ho James Bailey (2012, Taschenbuch)

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Produktinformation

The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.

Produktkennzeichnungen

HerausgeberSanjay Chawla, Pang-Li-Ning Tan Inc, Chin Kuan Ho, James Bailey
ISBN-103642302165
ISBN-139783642302169
eBay Product ID (ePID)166090343

Produkt Hauptmerkmale

VerlagSpringer-Verlag Gmbh, Springer Berlin
Erscheinungsjahr2012
Anzahl der SeitenXxiii Seiten
SpracheEnglisch
PublikationsnameAdvances in Knowledge Discovery And Data Mining, Part I
ProduktartLehrbuch
AutorSanjay Chawla, Pang-Ning Tan, Chin Kuan Ho, James Bailey
ReiheLecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
FormatTaschenbuch

Zusätzliche Produkteigenschaften

HörbuchNo
InhaltsbeschreibungBook
Nummer Innerhalb der Serie7301
Item Height3cm
Item Length23cm
Item Width15cm
Item Weight934g