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Information Fusion in Data Mining de Prof. Vicenç Torra

Information Fusion in Data Mining: Studies in Fuzziness and Soft Computing, cartea 123

Autor Prof. Vicenç Torra
en Limba Engleză Hardback – 10 apr 2003
Information fusion is becoming a major requirement in data mining and knowledge discovery in databases. This book presents some recent fusion techniques that are currently in use in data mining, as well as data mining applications that use information fusion. Special focus of the book is on information fusion in preprocessing, model building and information extraction with various applications.
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Specificații

ISBN-13: 9783540006763
ISBN-10: 3540006761
Pagini: 248
Ilustrații: X, 234 p.
Dimensiuni: 155 x 235 x 19 mm
Greutate: 0.53 kg
Ediția:2003
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Trends in Information fusion in Data Mining.- On some aggregation operators for numerical information.- Choquet integral and Sugeno integral in the Particle Deflection Plane.- Data Mining Using a Probabilistic Weighted Ordered Weighted Average (PWOWA) Operator.- Mining Interesting Patterns in Multiple Data Sources.- Discovery of Temporal Knowledge in Medical Time-Series Databases using Moving Average, Multiscale Matching and Rule Induction.- Record linkage methods for multidatabase data mining.- Modelling data by the Choquet integral.- An Algorithm Based on Alternative Projections for a Fuzzy Measure Identification Problem.- Combining Information Fusion with String Pattern Analysis: A New Method for Predicting Future Purchase Behavior.- Ensemble Learnig by a Fuzzy Classification Systems for Pattern Classification.- Data Mining Using Granular Linguistic Summaries.

Textul de pe ultima copertă

Information fusion is becoming a major need in data mining and knowledge discovery in databases. This book presents some recent fusion techniques that are currently in use in data mining, as well as data mining applications that use information fusion. Special focus of the book is on information fusion in preprocessing, model building and information extraction with various applications.

Caracteristici

Presentation of recent fusion techniques for data mining