Lecture Notes in Artificial Intelligence

Hybrid Artificial Intelligent Systems, Part II

5th International Conference, HAIS 2010, San Sebastian, Spain, June 23-25, 2010, Proceedings

Editors: Romay, Manuel Grana, Savio, Alexandre Manhaes (Eds.)

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About this book

th The 5 International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010) has become a unique, established and broad interdisciplinary forum for researchers and practitioners who are involved in developing and applying symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques, and bringing the most relevant achievements in this field. Overcoming the rigid encasing imposed by the arising orthodoxy in the field of arti- cial intelligence, which has led to the partition of researchers into so-called areas or fields, interest in hybrid intelligent systems is growing because they give freedom to design innovative solutions to the ever-increasing complexities of real-world pr- lems. Noise and uncertainty call for probabilistic (often Bayesian) methods, while the huge amount of data in some cases asks for fast heuristic (in the sense of suboptimal and ad-hoc) algorithms able to give answers in acceptable time frames. High dim- sionality demands linear and non-linear dimensionality reduction and feature extr- tion algorithms, while the imprecision and vagueness call for fuzzy reasoning and linguistic variable formalization. Nothing impedes real-life problems to mix diffic- ties, presenting huge quantities of noisy, vague and high-dimensional data; therefore, the design of solutions must be able to resort to any tool of the trade to attack the problem. Combining diverse paradigms poses challenging problems of computational and methodological interfacing of several previously incompatible approaches. This is, thus, the setting of HAIS conference series, and its increasing success is the proof of the vitality of this exciting field.

Table of contents (63 chapters)

  • SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System

    González, Michel (et al.)

    Pages 1-8

  • Evolving Multi-label Classification Rules with Gene Expression Programming: A Preliminary Study

    Ávila-Jiménez, José Luis (et al.)

    Pages 9-16

  • Solving Classification Problems Using Genetic Programming Algorithms on GPUs

    Cano, Alberto (et al.)

    Pages 17-26

  • Analysis of the Effectiveness of G3PARM Algorithm

    Luna, J. M. (et al.)

    Pages 27-34

  • Reducing Dimensionality in Multiple Instance Learning with a Filter Method

    Zafra, Amelia (et al.)

    Pages 35-44

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-13803-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA
  • ISBN 978-3-642-13802-7
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Hybrid Artificial Intelligent Systems, Part II
Book Subtitle
5th International Conference, HAIS 2010, San Sebastian, Spain, June 23-25, 2010, Proceedings
Editors
  • Manuel Grana Romay
  • Alexandre Manhaes Savio
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6077
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-13803-4
DOI
10.1007/978-3-642-13803-4
Softcover ISBN
978-3-642-13802-7
Edition Number
1
Number of Pages
570
Number of Illustrations and Tables
173 b/w illustrations
Topics