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Advances in Swarm and Computational Intelligence

6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III

  • Conference proceedings
  • © 2015

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Editors:
  1. Ying Tan

    1. Peking University, Beijing, China

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  2. Yuhui Shi

    1. Xi'an Jiaotong-Liverpool University, Suzhou, China

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  3. Fernando Buarque

    1. Universidade de Pernambuco, Recife, Brazil

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  4. Alexander Gelbukh

    1. Instituto Politécnico Nacional, Mexico, Mexico

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  5. Swagatam Das

    1. Indian Statistical Institute, Kolkata, India

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  6. Andries Engelbrecht

    1. University of Pretoria, Pretoria, South Africa

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9142)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICSI 2015.

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Table of contents (51 papers)

  1. Front Matter

    Pages I-XIX
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  2. Neural Networks

    1. Front Matter

      Pages 1-1
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    2. The Effective Neural Network Implementation of the Secret Sharing Scheme with the Use of Matrix Projections on FPGA

      • Nikolay Ivanovich Chervyakov, Mikhail Grigorevich Babenko, Nikolay Nikolaevich Kucherov, Anastasiia Igorevna Garianina
      Pages 3-10

    3. A ROP Optimization Approach Based on Improved BP Neural Network PSO

      • Jinan Duan, Jinhai Zhao, Li Xiao, Chuanshu Yang, Changsheng Li
      Pages 11-18

    4. Structure Determination of a Generalized ADALINE Neural Network for Application in System Identification of Linear Systems

      • Wenle Zhang
      Pages 19-26

  4. Fuzzy Systems

    1. Front Matter

      Pages 59-59
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    2. Fuzzy Concepts in Formal Context

      • Luodan Meng, Keyun Qin
      Pages 61-67

    3. Fuzzy Clustering-Based Quantitative Association Rules Mining in Multidimensional Data Set

      • Jining Jia, Yongzai Lu, Jian Chu, Hongye Su
      Pages 68-75

    4. The Application of Fuzzy Pattern Fusion Based on Competitive Agglomeration in Coal-Fired Boiler Operation Optimization

      • Jining Jia, Yongzai Lu, Jian Chu, Hongye Su
      Pages 76-83

  5. Forecasting Algorithms

    1. Front Matter

      Pages 85-85
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    2. Technical Indicators for Forex Forecasting: A Preliminary Study

      • Yoke Leng Yong, David C.L. Ngo, Yunli Lee
      Pages 87-97

    3. Short Term Load Forecasting Based on Hybrid ANN and PSO

      • Ellen Banda, Komla A. Folly
      Pages 98-106

    4. Using Big Data Technology to Contain Current and Future Occurrence of Ebola Viral Disease and Other Epidemic Diseases in West Africa

      • Foluso Ayeni, Sanjay Misra, Nicholas Omoregbe
      Pages 107-114

    5. Real-Time Diagnosis and Forecasting Algorithms of the Tool Wear in the CNC Systems

      • Georgi M. Martinov, Anton S. Grigoryev, Petr A. Nikishechkin
      Pages 115-126

  6. Classification

    1. Front Matter

      Pages 127-127
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Other volumes

  1. Advances in Swarm and Computational Intelligence

  2. Advances in Swarm and Computational Intelligence

  3. Advances in Swarm and Computational Intelligence

Keywords

About this book

This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015. The 161 revised full papers presented were carefully reviewed and selected from 294 submissions. The papers are organized in 28 cohesive sections covering all major topics of swarm intelligence and computational intelligence research and development, such as novel swarm-based optimization algorithms and applications; particle swarm opt8imization; ant colony optimization; artificial bee colony algorithms; evolutionary and genetic algorithms; differential evolution; brain storm optimization algorithm; biogeography based optimization; cuckoo search; hybrid methods; multi-objective optimization; multi-agent systems and swarm robotics; Neural networks and fuzzy methods; data mining approaches; information security; automation control; combinatorial optimization algorithms; scheduling and path planning; machine learning; blind sources separation; swarm interaction behavior; parameters and system optimization; neural networks; evolutionary and genetic algorithms; fuzzy systems; forecasting algorithms; classification; tracking analysis; simulation; image and texture analysis; dimension reduction; system optimization; segmentation and detection system; machine translation; virtual management and disaster analysis.

Editors and Affiliations

  • Peking University, Beijing, China

    Ying Tan

  • Xi'an Jiaotong-Liverpool University, Suzhou, China

    Yuhui Shi

  • Universidade de Pernambuco, Recife, Brazil

    Fernando Buarque

  • Instituto Politécnico Nacional, Mexico, Mexico

    Alexander Gelbukh

  • Indian Statistical Institute, Kolkata, India

    Swagatam Das

  • University of Pretoria, Pretoria, South Africa

    Andries Engelbrecht

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