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Choquet Type Fuzzy Complex-Valued Integral and Its Application in Classification

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Fuzzy Engineering and Operations Research

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 147))

Abstract

Fuzzy complex-value integral has a wide range of applications in Comprehensive Evaluation, Engineering, Artificial intelligence, Machine learning, Pattern recognition, Information fusion and so on. In this paper, we first introduce the concept of Choquet type fuzzy complex-value integral, then discuss its basic properties and provide a design method of fuzzy complex-value integral classifier. Finally, this classification algorithm is proved to be very effective by some examples.

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References

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Author information

Authors and Affiliations

  1. School of Information Science and Technology, Hainan Normal University, 571158, Hainan, Haikou, P.R. China

    Sheng-quan Ma

  2. QiongTai Teachers College, Haikou, Hainan, 571100, P.R. China

    Fu-chuan Chen

  3. Department of Mathematics, Hainan Normal University, Haikou, Hainan, 571158, PR. China

    Zhi-qing Zhao

Authors
  1. Sheng-quan Ma
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  2. Fu-chuan Chen
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  3. Zhi-qing Zhao
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Corresponding author

Correspondence to Sheng-quan Ma .

Editor information

Editors and Affiliations

  1. School of Mathematics and, Information Science, Guangzhou University, Wai Huan Xi Road, Guangdong, 510006, China, People's Republic

    Bing-Yuan Cao

  2. , School of Science, Southwest Petroleum University, Xindu Avenue 8#, Chengdu, 610500, China, People's Republic

    Xiang-Jun Xie

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© 2012 Springer-Verlag Berlin Heidelberg

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Ma, Sq., Chen, Fc., Zhao, Zq. (2012). Choquet Type Fuzzy Complex-Valued Integral and Its Application in Classification. In: Cao, BY., Xie, XJ. (eds) Fuzzy Engineering and Operations Research. Advances in Intelligent and Soft Computing, vol 147. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28592-9_23

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  • DOI: https://doi.org/10.1007/978-3-642-28592-9_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28591-2

  • Online ISBN: 978-3-642-28592-9

  • eBook Packages: EngineeringEngineering (R0)

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