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Evolving Cellular Automata as Pattern Classifier

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Book cover Cellular Automata (ACRI 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2493))

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Abstract

This paper reports a high speed, low cost pattern classifier based on the sparse network of Cellular Automata. High quality of classification of patterns with or without noise has been demonstrated through theoretical analysis supported with extensive experimental results.

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References

  1. P. Pal Chaudhuri, D. Roy Choudhury, S. Nandi and S. Chattopadhyay. Additive Cellular Automata Theory and Applications. IEEE Computer Society Press, California, USA, 1997.

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  2. S. Wolfram, Theory and applications of cellular automata. Singapore: World Scientific, 1986. ISBN 9971-50-124-4 pbk.

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  3. Niloy Ganguly, “Cellular Automata Evolution: Theory and Applications in Pattern Recognition and Classification”, Ph.D thesis (proposal) CST Dept. BECDU India.

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Author information

Authors and Affiliations

  1. Computer centre, IISWBM, Calcutta, West Bengal, India, 700073

    Niloy Ganguly

  2. Department of Computer Science & Technology, Bengal Engineering College (D U), Howrah, West Bengal, India, 711103

    Pradipta Maji, Sandip Dhar, Biplab K. Sikdar & P. Pal Chaudhuri

Authors
  1. Niloy Ganguly
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  2. Pradipta Maji
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  3. Sandip Dhar
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  4. Biplab K. Sikdar
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  5. P. Pal Chaudhuri
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Editor information

Editors and Affiliations

  1. Department of Computer Science, Systems and Communication, University of Milano-Bicocca, Via Bicocca degli Arcimboldi, 8, 20126, Milan, Italy

    Stefania Bandini

  2. Computer Science Department, University of Geneva, 24, Rue du General Dufour, 1211, Geneva 4, Switzerland

    Bastien Chopard

  3. Computer Science Institute Faculty of Sciences, University of Lausanne, 1015, Lausanne, Switzerland

    Marco Tomassini

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© 2002 Springer-Verlag Berlin Heidelberg

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Cite this paper

Ganguly, N., Maji, P., Dhar, S., Sikdar, B.K., Chaudhuri, P.P. (2002). Evolving Cellular Automata as Pattern Classifier. In: Bandini, S., Chopard, B., Tomassini, M. (eds) Cellular Automata. ACRI 2002. Lecture Notes in Computer Science, vol 2493. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45830-1_6

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  • DOI: https://doi.org/10.1007/3-540-45830-1_6

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-44304-9

  • Online ISBN: 978-3-540-45830-2

  • eBook Packages: Springer Book Archive

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