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Produktbild: Advances in Fuzzy Clustering and Its Applications

Advances in Fuzzy Clustering and Its Applications

161,99 €

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.06.2007

Herausgeber

Jose Valente de Oliveira + weitere

Verlag

John Wiley & Sons

Seitenzahl

454

Maße (L/B/H)

24,8/17,4/3,1 cm

Gewicht

993 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-0-470-02760-8

Beschreibung

Rezension

Researchers, as well as those with incipient interest in the field, will find this book very useful and informative. ( Computing Reviews , July 8, 2008)

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.06.2007

Herausgeber

Verlag

John Wiley & Sons

Seitenzahl

454

Maße (L/B/H)

24,8/17,4/3,1 cm

Gewicht

993 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-0-470-02760-8

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Advances in Fuzzy Clustering and Its Applications
  • List of Contributors.
     
    Foreword.
     
    Preface.
     
    Part I Fundamentals.
     
    1 Fundamentals of Fuzzy Clustering (Rudolf Kruse, Christian Döring and Marie-Jeanne Lesot).
     
    2 Relational Fuzzy Clustering (Thomas A. Runkler).
     
    3 Fuzzy Clustering with Minkowski Distance Functions (Patrick J.F. Groenen, Uzay Kaymak and Joost van Rosmalen).
     
    4 Soft Cluster Ensembles (Kunal Punera and Joydeep Ghosh).
     
    Part II Visualization.
     
    5 Aggregation and Visualization of Fuzzy Clusters Based on Fuzzy Similarity Measures (János Abonyi and Balázs Feil).
     
    6 Interactive Exploration of Fuzzy Clusters (Bernd Wiswedel, David E. Patterson and Michael R. Berthold).
     
    Part III Algorithms and Computational Aspects.
     
    7 Fuzzy Clustering with Participatory Learning and Applications (Leila Roling Scariot da Silva, Fernando Gomide and Ronald Yager).
     
    8 Fuzzy Clustering of Fuzzy Data (Pierpaolo D'Urso).
     
    9 Inclusion-based Fuzzy Clustering (Samia Nefti-Meziani and Mourad Oussalah).
     
    10 Mining Diagnostic Rules Using Fuzzy Clustering (Giovanna Castellano, Anna M. Fanelli and Corrado Mencar).
     
    11 Fuzzy Regression Clustering (Mikal Sato-Ilic).
     
    12 Implementing Hierarchical Fuzzy Clustering in Fuzzy Modeling Using the Weighted Fuzzy C-means (George E. Tsekouras).
     
    13 Fuzzy Clustering Based on Dissimilarity Relations Extracted from Data (Mario G.C.A. Cimino, Beatrice Lazzerini and Francesco Marcelloni).
     
    14 Simultaneous Clustering and Feature Discrimination with Applications (Hichem Frigui).
     
    Part IV Real-time and Dynamic Clustering.
     
    15 Fuzzy Clustering in Dynamic Data Mining - Techniques and Applications (Richard Weber).
     
    16 Fuzzy Clustering of Parallel Data Streams (Jürgen Beringer and Eyke Hüllermeier).
     
    17 Algorithms for Real-time Clustering and Generation of Rules from Data (Dimitar Filev and Plamer Angelov).
     
    Part V Applications and Case Studies.
     
    18 Robust Exploratory Analysis of Magnetic Resonance Images using FCM with Feature Partitions (Mark D. Alexiuk and Nick J. Pizzi).
     
    19 Concept Induction via Fuzzy C-means Clustering in a High-dimensional Semantic Space (Dawei Song, Guihong Cao, Peter Bruza and Raymond Lau).
     
    20 Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells using FTIR Spectroscopy (Xiao-Ying Wang, Jonathan M. Garibaldi, Benjamin Bird and Mike W. George).
     
    Index.