Soft computing for knowledge discovery and data mining /
General Material Designation
[Book]
First Statement of Responsibility
edited by Oded Maimon and Lior Rokach
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiii, 431 pages :
Other Physical Details
illustrations ;
Dimensions
24 cm
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
Introduction to soft computing for knowledge discovery and data mining / Oded Maimon, Lior Rokach -- Neural networks for data mining / G. Peter Zhang -- Improved SOM labeling methodology for data mining applications / Arnulfo Azcarraga, Ming-Huei [et. al] -- A review of evolutionary algorithms for data mining / Alex A. Freitas -- Genetic clustering for data mining / Murilo Coelho Naldi André Carlos Ponce de Leon Ferreira de Carvalho Ricardo José Gabrielli Barreto Campello Eduardo Raul Hruschka -- Discovering new rule induction algorithms with grammar-based genetic programming / Gisele L. Pappa, Alex A. Freitas -- Evolutionary design of code-matrices for multiclass problems / Ana Carolina Lorena, André C. P. L. F. de Carvalho -- The role of fuzzy sets in data mining / Lior Rokach -- Support vector machines and fuzzy systems / Yixin Chen -- KDD in marketing with genetic fuzzy systems / Jorge Casillas, Francisco J. Martínez-López -- Knowledge discovery in a framework for modelling with words / Zengchang Qin, Jonathan Lawry -- Swarm intelligence algorithms for data clustering / Ajith Abraham, Swagatam Das, Sandip Roy -- A diffusion framework for dimensionality reduction / Alon Scholar -- Data mining and agent technology: a fruitful symbiosis / Christos Dimou, Andreas L. Symeonidis, Pericles A. Mitkas -- Approximate frequent itemset mining in the presence of random noise / Hong Cheng, Philip S. Yu, Jiawei Han -- The impact of overfitting and overgeneralization on the classification accuracy in data mining / Huy Nguyen Anh Pham, Evangelos Triantaphyllou