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Carte Quality Measures in Data Mining Fabrice Guillet

Quality Measures in Data Mining

Autor: Fabrice Guillet, Howard J. Hamilton
Limbă: engleză
Legare: Carte broșată
Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
829.14 lei
This book presents recent advances in quality measures in data mining.Data mining analyzes large amo...

Informații despre carte

Autor
Fabrice Guillet, Howard J. Hamilton
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2010
Pagini
314
EAN
9783642079528
ISBN
3642079520
Enbook ID
01653035
Editura
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Greutate
504
Dimensiuni
155 x 235 x 17

Descriere completă

This book presents recent advances in quality measures in data mining.Data mining analyzes large amounts of data to discover knowledge relevant to decision making. Typically, numerous pieces of knowledge are extracted by a data mining system and presented to a human user, who may be a decision-maker or a data-analyst. The user is confronted with the task of selecting the pieces of knowledge that are of the highest quality or interest according to his or her preferences. Since this selection is sometimes a daunting task, designing quality and interestingness measures has become an important challenge for data mining researchers in the last decade.§This volume presents the state of the art concerning quality and interestingness measures for data mining. The book summarizes recent developments and presents original research on this topic. The chapters include surveys, comparative studies of existing measures, proposals of new measures, simulations, and case studies. Both theoretical and applied chapters are included. Papers for this book were selected and reviewed for correctness and completeness by an international review committee.

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