Advanced data mining techniques

David L. Olson, Dursun Delen

Research output: Book/ReportBook

612 Citations (Scopus)

Abstract

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.

Original languageEnglish
PublisherSpringer Berlin Heidelberg
Number of pages180
ISBN (Print)9783540769163
DOIs
StatePublished - 1 Dec 2008
Externally publishedYes

Fingerprint

Data mining

Cite this

Olson, David L. ; Delen, Dursun. / Advanced data mining techniques. Springer Berlin Heidelberg, 2008. 180 p.
@book{4fa3194077bc4b679a3719cf134f5d85,
title = "Advanced data mining techniques",
abstract = "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.",
author = "Olson, {David L.} and Dursun Delen",
year = "2008",
month = "12",
day = "1",
doi = "10.1007/978-3-540-76917-0",
language = "English",
isbn = "9783540769163",
publisher = "Springer Berlin Heidelberg",

}

Advanced data mining techniques. / Olson, David L.; Delen, Dursun.

Springer Berlin Heidelberg, 2008. 180 p.

Research output: Book/ReportBook

TY - BOOK

T1 - Advanced data mining techniques

AU - Olson, David L.

AU - Delen, Dursun

PY - 2008/12/1

Y1 - 2008/12/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=84885708772&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-76917-0

DO - 10.1007/978-3-540-76917-0

M3 - Book

AN - SCOPUS:84885708772

SN - 9783540769163

BT - Advanced data mining techniques

PB - Springer Berlin Heidelberg

ER -