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Trends in Applied Intelligent Systems

23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II

  • Conference proceedings
  • © 2010

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Overview

Editors:
  1. Nicolás García-Pedrajas

    1. Dept. of Computing and Numerical Analysis, University of Cordoba, Cordoba, Spain

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  2. Francisco Herrera

    1. Dept. of Computer Science and Artificial Intelligence, ETS de Ingenierias Informática y de Telecomunicación, University of Granada, Granada, Spain

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  3. Colin Fyfe

    1. School of Computing, University of the West of Scotland, Paisley, UK

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  4. José Manuel Benítez

    1. Dept. Computer Science and Artificial Intelligence, ETS de Ingenierias Informática y de Telecomunicación, University of Granada, Granada, Spain

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  5. Moonis Ali

    1. Department of Computer Science, Texas State University-San Marcos, San Marcos, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6097)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2010.

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Keywords

Table of contents (68 papers)

  1. Front Matter

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  3. Ensemble Learning: Methods and Applications

    1. Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers

      • Rimantas Kybartas, Nurdan Akhan Baykan, Nihat Yilmaz, Sarunas Raudys
      Pages 47-56
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    2. Ensembles of Probability Estimation Trees for Customer Churn Prediction

      • Koen W. De Bock, Dirk Van den Poel
      Pages 57-66
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    3. Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering

      • Mihaela Elena Breaban
      Pages 67-76
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    4. Building a New Classifier in an Ensemble Using Streaming Unlabeled Data

      • Mehmed Kantardzic, Joung Woo Ryu, Chamila Walgampaya
      Pages 77-86
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    5. Random Projections for SVM Ensembles

      • Jesús Maudes, Juan José Rodríguez, César García-Osorio, Carlos Pardo
      Pages 87-95
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    6. Rotation Forest on Microarray Domain: PCA versus ICA

      • Carlos J. Alonso-González, Q. Isaac Moro-Sancho, Iván Ramos-Muñoz, M. Aránzazu Simón-Hurtado
      Pages 96-105
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    7. An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks

      • Carlos Pardo, Juan José Rodríguez, César García-Osorio, Jesús Maudes
      Pages 106-115
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    8. Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition

      • Carlos J. Alonso-González, Juan José Rodríguez, Óscar J. Prieto, Belarmino Pulido
      Pages 116-125
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  4. Evolutionary Computation and Applications

    1. Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm

      • Hoang Ngoc Luong, Hai Thanh Thi Nguyen, Chang Wook Ahn
      Pages 126-135
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    2. A New Artificial Immune System for Solving the Maximum Satisfiability Problem

      • Abdesslem Layeb, Abdel Hakim Deneche, Souham Meshoul
      Pages 136-142
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    3. Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms

      • Marcus Vinícius Carvalho da Silva, Nadia Nedjah, Luiza de Macedo Mourelle
      Pages 143-152
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    4. A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problem

      • Anabela Moreira Bernardino, Eugénia Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez-Pulido, Miguel Angel Vega-Rodríguez
      Pages 153-163
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    5. A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip

      • Rubem Euzébio Ferreira, Luiza de Macedo Mourelle, Nadia Nedjah
      Pages 164-172
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    6. The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms

      • Urszula Markowska-Kaczmar, Filip Krygowski
      Pages 173-182
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Other volumes

  1. Trends in Applied Intelligent Systems

  2. Trends in Applied Intelligent Systems

  3. Trends in Applied Intelligent Systems

Editors and Affiliations

  • Dept. of Computing and Numerical Analysis, University of Cordoba, Cordoba, Spain

    Nicolás García-Pedrajas

  • Dept. of Computer Science and Artificial Intelligence, ETS de Ingenierias Informática y de Telecomunicación, University of Granada, Granada, Spain

    Francisco Herrera

  • School of Computing, University of the West of Scotland, Paisley, UK

    Colin Fyfe

  • Dept. Computer Science and Artificial Intelligence, ETS de Ingenierias Informática y de Telecomunicación, University of Granada, Granada, Spain

    José Manuel Benítez

  • Department of Computer Science, Texas State University-San Marcos, San Marcos, USA

    Moonis Ali

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