New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing
This book presents new soft computing techniques for system modeling, pattern classification and image processing. The book consists of three parts, the first of which is devoted to probabilistic neural networks including a new approach which has proven t
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Springer-Verlag Berlin Heidelberg GmbH
Studies in Fuzziness and Soft Computing, Volume 143 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springeronline.com
Vol. 133. Z.-Q. Liu, J. Cai, R. Buse
Handwriting Recognition, 2003 ISBN 3-540-40177-6 Vol 134. V.A. Niskanen
Soft Computing Methods in Human Sciences, 2004 Vol. 124. X. Yu, J. Kacprzyk (Eds.)
Applied Decision Support with Soft Computing, 2003
ISBN 3-540-00466-1 Vol. 135. J.J. Buckley
ISBN 3-540-02491-3
Fuzzy Probabilities and Fuzzy Sets for Web Planning, 2004
Vol. 125. M. Inuiguchi, S. Hirano and S. Tsumoto (Eds.)
ISBN 3-540-00473-4
Rough Set Theory and Granular Computing, 2003
Vol. 136. L. Wang (Ed.)
ISBN 3-540-00574-9
Soft Computing in Communications, 2004 ISBN 3-540-40575-5
Vol. 126. J.-L. Verdegay (Ed.)
Fuzzy Sets Based Heuristics for Optimization, 2003
Fuzzy Logic and the Internet, 2004
ISBN 3-540-00551-X
ISBN 3-540-20180-7
Vol 127. L. Reznik, V. Kreinovich (Eds.)
Vol. 138. S. Sirmakessis (Ed.)
Soft Computing in Measurement and Information Acquisition, 2003
ISBN 3-540-20238-2
Vol. 137. V. Loia, M. Nikravesh, L.A. Zadeh (Eds.)
Text Mining and its Applications, 2004
ISBN 3-540-00246-4 Vol 128. J. Casillas, O. Cord6n, F. Herrera, L. Magdalena (Eds.)
Interpretability Issues in Fuzzy Modeling, 2003 ISBN 3-540-02932-X Vol 129. J. Casillas, O. Cord6n, F. Herrera, L. Magdalena (Eds.)
Accuracy Improvements in Linguistic Fuzzy Modeling, 2003
Vol. 139. M. Nikravesh, B. Azvine, 1. Yager, L.A. Zadeh (Eds.)
Enhancing the Power of the Internet, 2004 ISBN 3-540-20237-4 Vol. 140. A. Abraham, L.C. Jain, B.J. van der Zwaag (Eds.)
Innovations in Intelligent Systems, 2004 ISBN 3-540-20265-X
ISBN 3-540-02933-8
Vol. 141. G.C. Onwubolu, B.V. Babu
Vol 130. P.S. Nair
New Optimzation Techniques in Engineering, 2004
Uncertainty in Multi-Source Databases, 2003 ISBN 3-540-03242-8 Vol 131. J.N. Mordeson, D.S. Malik, N. Kuroki
Fuzzy Semigroups, 2003 ISBN 3-540-03243-6 Vol 132. Y. Xu, D. Ruan, K. Qin, J. Liu
Lattice-Valued Logic, 2003 ISBN 3-540-40175-X
ISBN 3-540-20167-X Vol. 142. M. Nikravesh, L.A. Zadeh, V. Korotkikh (Eds.)
Fuzzy Partial Differential Equations and Relational Equations, 2004 ISBN 3-540-20322-2
Leszek Rutkowski
New Soft Computing Techniques for System Modelling, Pattern Classification and Im.age Processing
,
Springer
Prof. Ph. D., D. Sc. Leszek Rutkowski Department of Computer Engineering Technical University of Czestochowa Armii Krajowej 36 42-200 Czestochowa Poland E-mail: [email protected]
ISBN 978-3-642-05820-2
ISBN 978-3-540-40046-2 (eBook)
DOI 10.1007/978-3-540-40046-2
Library of Congress Cataloging-in-Publication-Data Rutkowski, Leszek. New soft computing techniques for system modelling, pattern classification and image processing I Leszek Rutkowski. p. cm. -- (Studies in fuzziness and soft computing; v. 143) Includes bibliographical ref