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Advances in Artificial Intelligence

15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, September 17-20, 2013, Proceedings

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8109)

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 2013.

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  • ISBN: 978-3-642-40643-0
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Table of contents (40 papers)

  1. Front Matter

  2. Constraints, Search and Planning

    1. An Evaluation of Best Compromise Search in Graphs

      • Enrique Machuca, Lawrence Mandow, Lucie Galand
      Pages 1-11
  3. Intelligent Web and Information Retrieval

    1. Compressing Semantic Metadata for Efficient Multimedia Retrieval

      • Mario Arias Gallego, Oscar Corcho, Javier D. Fernández, Miguel A. Martínez-Prieto, Mari Carmen Suárez-Figueroa
      Pages 12-21
    2. Time-Aware Evaluation of Methods for Identifying Active Household Members in Recommender Systems

      • Pedro G. Campos, Alejandro Bellogín, Iván Cantador, Fernando Díez
      Pages 22-31
    3. Comments-Oriented Query Expansion for Opinion Retrieval in Blogs

      • Jose M. Chenlo, Javier Parapar, David E. Losada
      Pages 32-41
    4. A Contextual Modeling Approach for Model-Based Recommender Systems

      • Ignacio Fernández-Tobías, Pedro G. Campos, Iván Cantador, Fernando Díez
      Pages 42-51
  4. Fuzzy Systems

    1. Permutability of Fuzzy Consequence Operators and Fuzzy Interior Operators

      • Neus Carmona, Jorge Elorza, Jordi Recasens, Jean Bragard
      Pages 62-69
    2. A Fuzzy Filter for High-Density Salt and Pepper Noise Removal

      • Manuel González-Hidalgo, Sebastià Massanet, Arnau Mir, Daniel Ruiz-Aguilera
      Pages 70-79
  5. Knowledge Representation, Reasoning and Logic

  6. Machine Learning

    1. Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets

      • Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús María Pérez
      Pages 111-120
    2. Scaling Up Feature Selection: A Distributed Filter Approach

      • Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal
      Pages 121-130
    3. Experiments on Neuroevolution and Online Weight Adaptation in Complex Environments

      • Francisco José Gallego-Durán, Rafael Molina-Carmona, Faraón Llorens-Largo
      Pages 131-138
    4. Learning Conditional Linear Gaussian Classifiers with Probabilistic Class Labels

      • Pedro L. López-Cruz, Concha Bielza, Pedro Larrañaga
      Pages 139-148
    5. Exact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville Formula

      • David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
      Pages 149-158
    6. Augmented Semi-naive Bayes Classifier

      • Bojan Mihaljevic, Pedro Larrañaga, Concha Bielza
      Pages 159-167
    7. Automatic Ontology User Profiling for Social Networks from URLs Shared

      • Paula Peña, Rafael Del Hoyo, Jorge Vea-Murguía, Carlos González, Sergio Mayo
      Pages 168-177
  7. Multiagent Systems

    1. A Common-Recipe and Conflict-Solving MAP Approach for Care Planning in Comorbid Patients

      • Gonzalo Milla-Millán, Juan Fdez-Olivares, Inmaculada Sánchez-Garzón
      Pages 178-187

Other Volumes

  1. Advances in Artificial Intelligence

    15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings

About this book

This book constitutes the refereed proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 20013, held in Madrid, Spain, in September 2013. The 27 revised full papers presented were carefully selected from 66 submissions. The papers are organized in topical sections on Constraints, search and planning, intelligent Web and information retrieval, fuzzy systems, knowledge representation, reasoning and logic, machine learning, multiagent systems, multidisciplinary topics and applications, metaheuristics, uncertainty in artificial intelligence.

Keywords

  • combinatorial optimization
  • evolutionary computation
  • metaheuristics
  • recommender systems
  • social networks
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Universidad Politécnica de Madrid, Madrid, Spain

    Concha Bielza

  • Universidad de Almería, Almería, Spain

    Antonio Salmerón

  • Universdad de A Coruña, A Coruña, Spain

    Amparo Alonso-Betanzos

  • Universidad Complutense de Madrid, Madrid, Spain

    J. Ignacio Hidalgo

  • Universidad de Jaén, Jaén, Spain

    Luis Martínez

  • Universidad Pablo de Olavide, Sevilla, Spain

    Alicia Troncoso

  • Universidad de Salamanca, Salamanca, Spain

    Emilio Corchado, Juan M. Corchado

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-40643-0
  • 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 74.99
Price excludes VAT (USA)