Del 123 - Studies in Fuzziness and Soft Computing

Information Fusion in Data Mining

Inbunden, Engelska, 2003

Av Prof. Vicenç Torra, Prof Vicenç Torra, Vicenc Torra, V. Torra, Vicenç Torra

2 789 kr

Beställningsvara. Skickas inom 10-15 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

2 789 kr

Skickas inom 10-15 vardagar

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.

Produktinformation

Utgivningsdatum2003-04-10
Mått155 x 235 x 19 mm
Vikt541 g
FormatInbunden
SpråkEngelska
SerieStudies in Fuzziness and Soft Computing
Antal sidor234
Upplaga2003
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540006763

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
Företagsekonomi inom Ekonomi och ledarskap
Hårdvara inom Data och it
Teknik: allmänt inom Naturvetenskap och teknik
Ledarskap och motivation inom Ekonomi och ledarskap
Databaser inom Data och it

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.