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  • Conference proceedings
  • © 2011

Advances in Artificial Intelligence

14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7023)

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

Conference series link(s): CAEPIA: Conference of the Spanish Association for Artificial Intelligence

Conference proceedings info: CAEPIA 2011.

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Table of contents (50 papers)

  1. Front Matter

  2. Agent-Based and Multiagent Systems

    1. Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test

      • Javier Insa-Cabrera, David L. Dowe, José Hernández-Orallo
      Pages 1-11
    2. Evaluation of an Automated Mechanism for Generating New Regulations

      • Javier Morales, Maite López-Sánchez, Marc Esteva
      Pages 12-21
    3. A Multi-agent System for Incident Management Solutions on IT Infrastructures

      • Elena Sánchez-Nielsen, Antonio Padrón-Ferrer, Francisco Marreo-Estévez
      Pages 22-31
    4. Solving Sequential Mixed Auctions with Integer Programming

      • Boris Mikhaylov, Jesus Cerquides, Juan A. Rodriguez-Aguilar
      Pages 42-53
  3. Machine Learning

    1. Global Feature Subset Selection on High-Dimensional Datasets Using Re-ranking-based EDAs

      • Pablo Bermejo, Luis de La Ossa, Jose M. Puerta
      Pages 54-63
    2. A Comparison of Two Strategies for Scaling Up Instance Selection in Huge Datasets

      • Aida de Haro-García, Javier Pérez-Rodríguez, Nicolás García-Pedrajas
      Pages 64-73
    3. C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems

      • Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
      Pages 74-83
    4. Scalability Analysis of ANN Training Algorithms with Feature Selection

      • Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
      Pages 84-93
    5. Using Model Trees and Their Ensembles for Imbalanced Data

      • Juan J. Rodríguez, José F. Díez-Pastor, César García-Osorio, Pedro Santos
      Pages 94-103
    6. Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More than Once

      • Javier Pérez-Rodríguez, Aida de Haro-García, Nicolás García-Pedrajas
      Pages 104-113
    7. On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data

      • Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
      Pages 114-123
    8. On the Learning of ESN Linear Readouts

      • Carlos M. Alaíz, José R. Dorronsoro
      Pages 124-133
    9. The von Mises Naive Bayes Classifier for Angular Data

      • Pedro L. López-Cruz, Concha Bielza, Pedro Larrañaga
      Pages 145-154
    10. Unravelling the Yeast Cell Cycle Using the TriGen Algorithm

      • David Gutiérrez-Avilés, Cristina Rubio-Escudero, José C. Riquelme
      Pages 155-163
    11. Pattern Recognition in Biological Time Series

      • Francisco Gómez-Vela, Francisco Martínez-Álvarez, Carlos D. Barranco, Norberto Díaz-Díaz, Domingo Savio Rodríguez-Baena, Jesús S. Aguilar-Ruiz
      Pages 164-172
  4. Knowledge Representation, Logic, Search and Planning

    1. Using the Relaxed Plan Heuristic to Select Goals in Oversubscription Planning Problems

      • Angel García-Olaya, Tomás de la Rosa, Daniel Borrajo
      Pages 183-192

Other Volumes

  1. Advances in Artificial Intelligence

    14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings

About this book

The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.

Keywords

  • Web page classification
  • computer aided requirement engineering
  • evolutionary computation
  • genetic algorithms
  • quality measure
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Computer Science School, University of the Basque Country, Donostia-San Sebastian, Spain

    Jose A. Lozano

  • Computing Systems Department, University of Castilla-La Mancha, Albacete, Spain

    José A. Gámez

  • Dep. Statistics, O.R. and Computation, University of La Laguna, La Laguna, Spain

    José A. Moreno

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-25274-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)