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Innovations in fuzzy clustering : theory and applications
Authors: ---
ISBN: 9783540343561 3540343563 9786610657209 1280657200 3540343571 Year: 2006 Volume: v. 205 Publisher: Berlin, Germany ; New York, New York : Springer,

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Abstract

There is a great interest in clustering techniques due to the vast amount of data generated in every field including business, health, science, engineering, aerospace, management and so on. It is essential to extract useful information from the data. Clustering techniques are widely used in pattern recognition and related applications. The research monograph presents the most recent advances in fuzzy clustering techniques and their applications. The following contents are included: Introduction to Fuzzy Clustering Fuzzy Clustering based Principal Component Analysis Fuzzy Clustering based Regression Analysis Kernel based Fuzzy Clustering Evaluation of Fuzzy Clustering Self-Organized Fuzzy Clustering This book is directed to the computer scientists, engineers, scientists, professors and students of engineering, science, computer science, business, management, avionics and related disciplines.

Keywords

Fuzzy sets. --- Fuzzy logic. --- Fuzzy mathematics. --- Data mining. --- Soft computing. --- Ensembles flous --- Logique floue --- Mathématiques floues --- Exploration de données (Informatique) --- Informatique douce --- Fuzzy sets --- Fuzzy logic --- Fuzzy mathematics --- Data mining --- Soft computing --- Mathematics --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Physical Sciences & Mathematics --- Algebra --- Civil Engineering --- Applied Mathematics --- 681.3*I2 --- Artificial intelligence. AI --- 681.3*I2 Artificial intelligence. AI --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Nonlinear logic --- Sets, Fuzzy --- Mathematics. --- Artificial intelligence. --- Mathematical logic. --- Applied mathematics. --- Engineering mathematics. --- Mathematical Logic and Foundations. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Electronic data processing --- Set theory --- Logic, Symbolic and mathematical --- Fuzzy systems --- Database searching --- Cognitive computing --- Computational intelligence --- Logic, Symbolic and mathematical. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering --- Engineering analysis --- Mathematical analysis --- Algebra of logic --- Logic, Universal --- Mathematical logic --- Symbolic and mathematical logic --- Symbolic logic --- Algebra, Abstract --- Metamathematics --- Syllogism

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