Coverart for item
The Resource Data mining : special issue in Annals of information systems, Robert Stahlbock, Sven F. Crone, Stefan Lessmann, editors

Data mining : special issue in Annals of information systems, Robert Stahlbock, Sven F. Crone, Stefan Lessmann, editors

Label
Data mining : special issue in Annals of information systems
Title
Data mining
Title remainder
special issue in Annals of information systems
Statement of responsibility
Robert Stahlbock, Sven F. Crone, Stefan Lessmann, editors
Contributor
Subject
Genre
Language
eng
Summary
Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applications, from medical decision making, bioinformatics, web-usage mining, and text and image recognition to prominent business applications in corporate planning, direct marketing, and credit scoring. Research in information systems equally reflects this inter- and multidisciplinary approach, thereby advocating a series of papers at the intersection of data mining and information systems research. This special issue of Annals of Information Systems contains original papers and substantial extensions of selected papers from the 2007 and 2008 International Conference on Data Mining (DMIN'07 and DMIN'08, Las Vegas, NV) that have been rigorously peer-reviewed. The issue brings together topics on both information systems and data mining, and aims to give the reader a current snapshot of the contemporary research and state of the art practice in data mining
Member of
Cataloging source
GW5XE
Dewey number
006.3/12
Illustrations
illustrations
Index
no index present
Language note
English
LC call number
QA76.9.D343
LC item number
D3837 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Stahlbock, Robert
  • Crone, Sven F
  • Lessmann, Stefan
Series statement
Annals of information systems,
Series volume
v. 8
http://library.link/vocab/subjectName
  • Data mining
  • Affaires
  • Science économique
  • Economie de l'entreprise
  • Data mining
  • Data Mining
Label
Data mining : special issue in Annals of information systems, Robert Stahlbock, Sven F. Crone, Stefan Lessmann, editors
Instantiates
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Data mining and information systems -- Response-Based Segmentation Using Finite Mixture Partial Least Squares -- Building Acceptable Classification Models -- Mining Interesting Rules Without Support Requirement -- Classification Techniques and Error Control in Logic Mining -- An Extended Study of the Discriminant Random Forest -- Prediction with the SVM using test point margins -- Effects of Oversampling versus Cost-sensitive Learning for Bayesian and SVM Classifiers -- The Impact of Small Disjuncts on Classifier Learning -- Predicting Customer Loyalty Labels in a Large Retail Database -- PCA-based Time Series Similarity Search -- Evolutionary Optimization of Least-Squares Support Vector Machines -- Genetically Evolved kNN Ensembles -- Behaviorally Founded Recommendation Algorithm for Browsing -- Using Web Text Mining to Predict Future Events -- Avoiding Attribute Disclosure with the (Extended) p-Sensitive k-Anonymity Model -- Privacy Preserving Random Kernel Classification of Checkerboard Partitioned Data
Control code
663096739
Dimensions
unknown
Extent
1 online resource (xiii, 387 pages)
Form of item
online
Isbn
9781441912800
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4419-1280-0
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-1-4419-1279-4
Publisher number
12244911
Specific material designation
remote
System control number
(OCoLC)663096739
Label
Data mining : special issue in Annals of information systems, Robert Stahlbock, Sven F. Crone, Stefan Lessmann, editors
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Data mining and information systems -- Response-Based Segmentation Using Finite Mixture Partial Least Squares -- Building Acceptable Classification Models -- Mining Interesting Rules Without Support Requirement -- Classification Techniques and Error Control in Logic Mining -- An Extended Study of the Discriminant Random Forest -- Prediction with the SVM using test point margins -- Effects of Oversampling versus Cost-sensitive Learning for Bayesian and SVM Classifiers -- The Impact of Small Disjuncts on Classifier Learning -- Predicting Customer Loyalty Labels in a Large Retail Database -- PCA-based Time Series Similarity Search -- Evolutionary Optimization of Least-Squares Support Vector Machines -- Genetically Evolved kNN Ensembles -- Behaviorally Founded Recommendation Algorithm for Browsing -- Using Web Text Mining to Predict Future Events -- Avoiding Attribute Disclosure with the (Extended) p-Sensitive k-Anonymity Model -- Privacy Preserving Random Kernel Classification of Checkerboard Partitioned Data
Control code
663096739
Dimensions
unknown
Extent
1 online resource (xiii, 387 pages)
Form of item
online
Isbn
9781441912800
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4419-1280-0
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-1-4419-1279-4
Publisher number
12244911
Specific material designation
remote
System control number
(OCoLC)663096739

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