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  • Conference proceedings
  • © 2012

Intelligent Data Engineering and Automated Learning -- IDEAL 2012

13th International Conference, Natal, Brazil, August 29-31, 2012, Proceedings

Editors:

  1. Hujun Yin

    1. School of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK

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  2. José A. F. Costa

    1. Department of Electrical Engineering, Federal University of Rio Grande do Norte, Natal, Brazil

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    You can also search for this editor in PubMed   Google Scholar

  3. Guilherme Barreto

    1. Department of Teleinformatics Engineering, Federal University of Ceará, Fortaleza, Brazil

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  • Fast-track conference proceedings State-of-the-art research Up-to-date results

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7435)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Conference series link(s): IDEAL: International Conference on Intelligent Data Engineering and Automated Learning

Conference proceedings info: IDEAL 2012.

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Table of contents (101 papers)

  1. Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization

    1. Data Clustering Using Hybrid Particle Swarm Optimization

      • Ahmed A. A. Esmin, Stan Matwin
      Pages 159-166

    2. A Learning-to-Rank Algorithm for Constructing Defect Prediction Models

      • Xiaoxing Yang, Ke Tang, Xin Yao
      Pages 167-175

    3. Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms

      • Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas
      Pages 176-183

    5. 3D Fuzzy GIST to Analyze Emotional Features in Movies

      • Mingu Kwon, Minho Lee
      Pages 192-199

    7. Prototype Based Modelling for Ordinal Classification

      • Shereen Fouad, Peter Tino
      Pages 208-215

    8. A Genetic Graph-Based Clustering Algorithm

      • Héctor Menéndez, David Camacho
      Pages 216-225

    9. Echo State Networks for Seasonal Streamflow Series Forecasting

      • Hugo Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho
      Pages 226-236

    10. Face Segmentation Using Projection Pursuit for Texture Classification

      • Victor R. S. Laboreiro, J. E. B. Maia, Thelmo P. de Araujo
      Pages 237-244

    11. Visual Data Mining for Identification of Patterns and Outliers in Weather Stations’ Data

      • José Roberto M. Garcia, Antônio Miguel V. Monteiro, Rafael D. C. Santos
      Pages 245-252

    12. RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm

      • Carlos Padilha, Adrião D. Dória Neto, Jorge D. Melo
      Pages 253-260

    14. Towards Efficient Similar Sentences Extraction

      • Yanhui Gu, Zhenglu Yang, Miyuki Nakano, Masaru Kitsuregawa
      Pages 270-277

    15. Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction

      • Ye Tang, Yu-Bin Yang, Yang Gao, Yao Zhang, Ying-Chun Cao
      Pages 278-285

    17. Soft Sensor for Fluoridated Alumina Inference in Gas Treatment Centers

      • Alan M. F. de Souza, Carolina de M. Affonso, Fábio M. Soares, Roberto C. L. de Oliveira
      Pages 294-302

    19. Discovering the Rules of a Elementary One-Dimensional Automaton

      • Erinaldo L. Siqueira Júnior, Tiago A. E. Ferreira, Marcelo G. da Silva
      Pages 312-319

    20. Perceptron Models for Online Structured Prediction

      • Maurício Archanjo Nunes Coelho, Raul Fonseca Neto, Carlos Cristiano Hasenclever Borges
      Pages 320-327
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Other Volumes

  1. Intelligent Data Engineering and Automated Learning - IDEAL 2012

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About this book

This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2012, held in Natal, Brazil, in August 2012. The 100 revised full papers presented were carefully reviewed and selected from more than 200 submissions for inclusion in the book and present the latest theoretical advances and real-world applications in computational intelligence.
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Keywords

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Editors and Affiliations

  • School of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK

    Hujun Yin

  • Department of Electrical Engineering, Federal University of Rio Grande do Norte, Natal, Brazil

    José A. F. Costa

  • Department of Teleinformatics Engineering, Federal University of Ceará, Fortaleza, Brazil

    Guilherme Barreto

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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