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2008, ISBN: 9781441912794

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 compute… Mehr…

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Data Mining / Special Issue in Annals of Information Systems / Robert Stahlbock (u. a.) / Taschenbuch / xiii / Englisch / 2009 / Springer US / EAN 9781441912794 - Stahlbock, Robert
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Stahlbock, Robert:

Data Mining / Special Issue in Annals of Information Systems / Robert Stahlbock (u. a.) / Taschenbuch / xiii / Englisch / 2009 / Springer US / EAN 9781441912794 - Taschenbuch

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ISBN: 1441912797

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 compute… Mehr…

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Data Mining
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2008, ISBN: 9781441912794

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Data Mining: Special Issue in Annals of Information Systems - Taschenbuch

2010, ISBN: 9781441912794

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Data Mining: Special Issue in Annals of Information Systems
Autor:
Titel:
ISBN-Nummer:

9781441912794


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.

Detailangaben zum Buch - Data Mining: Special Issue in Annals of Information Systems


EAN (ISBN-13): 9781441912794
ISBN (ISBN-10): 1441912797
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2009
Herausgeber: SPRINGER NATURE
348 Seiten
Gewicht: 0,602 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2009-05-07T20:45:54+02:00 (Vienna)
Detailseite zuletzt geändert am 2024-01-26T15:32:34+01:00 (Vienna)
ISBN/EAN: 9781441912794

ISBN - alternative Schreibweisen:
1-4419-1279-7, 978-1-4419-1279-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: crone, leßmann, robert lessmann, stefan
Titel des Buches: data mining, special issue 1970 1980

Daten vom Verlag:

Autor/in: Robert Stahlbock; Sven F. Crone; Stefan Lessmann
Titel: Annals of Information Systems; Data Mining - Special Issue in Annals of Information Systems
Verlag: Springer; Springer US
387 Seiten
Erscheinungsjahr: 2009-11-23
New York; NY; US
Gedruckt / Hergestellt in Niederlande.
Gewicht: 1,250 kg
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIII, 387 p.

BC; Data Mining and Knowledge Discovery; Hardcover, Softcover / Informatik, EDV/Informatik; Data Mining; Verstehen; Business Intelligence; Text Mining; classification; data analysis; data mining; knowledge discovery; statistics; Engineering Economics; Operations Research/Decision Theory; Business and Management, general; Information Systems Applications (incl. Internet); Engineering Economics, Organization, Logistics, Marketing; Statistics for Business, Management, Economics, Finance, Insurance; Data Mining and Knowledge Discovery; Operations Research and Decision Theory; Business and Management; Computer and Information Systems Applications; Industrial Management; Statistics in Business, Management, Economics, Finance, Insurance; Wissensbasierte Systeme, Expertensysteme; Unternehmensforschung; Management: Entscheidungstheorie; Betriebswirtschaft und Management; Angewandte Informatik; Ingenieurswesen, Maschinenbau allgemein; Management und Managementtechniken; Wahrscheinlichkeitsrechnung und Statistik; Wirtschaftswissenschaft, Finanzen, Betriebswirtschaft und Management; EA

Data Mining and Information Systems: Quo Vadis?.- Confirmatory data analysis.- Response-Based Segmentation Using Finite Mixture Partial Least Squares.- Knowledge discovery from supervised learning.- Building Acceptable Classification Models.- Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property.- Classification Techniques and Error Control in Logic Mining.- Classification analysis.- 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.- Hybrid data mining procedures.- Predicting Customer Loyalty Labels in a Large Retail Database: A Case Study in Chile.- PCA-based Time Series Similarity Search.- Evolutionary Optimization of Least-Squares Support Vector Machines.- Genetically Evolved kNN Ensembles.- Web-mining.- Behaviorally Founded Recommendation Algorithm for Browsing Assistance Systems.- Using Web Text Mining to Predict Future Events: A Test of the Wisdom of Crowds Hypothesis.- Privacy-preserving data mining.- Avoiding Attribute Disclosure with the (Extended) p-Sensitive k-Anonymity Model.- Privacy-Preserving Random Kernel Classification of Checkerboard Partitioned Data.
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