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MAB
Advanced Data Mining Techniques
Kategorie
Beschreibung
036a
XA-DE
037b
eng
077a
275962237 Buchausg. u.d.T.: ‡Olson, David L., 1944 - : Advanced data mining techniques
087q
978-3-540-76916-3
100b
Olson, David L.
104b
Delen, Dursun
331
Advanced Data Mining Techniques
410
Berlin, Heidelberg
412
Springer-Verlag Berlin Heidelberg
425
2008
425a
2008
433
Online-Ressource (digital)
451b
SpringerLink. Bücher
501
Literaturverz. S. 169 - 176
517
Front Matter; Introduction; Data Mining Process; Memory-Based Reasoning Methods; Association Rules in Knowledge Discovery; Fuzzy Sets in Data Mining; Rough Sets; Support Vector Machines; Genetic Algorithm Support to Data Mining; Performance Evaluation for Predictive Modeling; Applications of Methods; Back Matter
527
Buchausg. u.d.T.: ‡Olson, David L., 1944 - : Advanced data mining techniques
540a
ISBN 978-3-540-76917-0
700
|KJQ
700
|UF
700
|BUS083000
700
|COM039000
700
|*68P15
700
|68T05
700
|68-01
700b
|650
700b
|006.312
700b
|004
700c
|HF54.5-54.56
700g
1271076551 ST 330
700m
|006.312
750
This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a number of different techniques often used in data mining. Part III focusses on business applications of data mining. Methods are presented with simple examples, applications are reviewed, and relativ advantages are evaluated.
753
This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a number of different techniques often used in data mining. Part III focusses on business applications of data mining. Methods are presented with simple examples, applications are reviewed, and relativ advantages are evaluated
902s
212347217 Data Mining
907s
212347217 Data Mining
012
28057813X
081
Advanced Data Mining Techniques
100
Springer E-Book
125a
Elektronischer Volltext - Campuslizenz
655e
$uhttp://dx.doi.org/10.1007/978-3-540-76917-0
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