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  • Conference proceedings
  • © 2015

Advances in Artificial Intelligence

16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings

Editors:

  1. José M. Puerta

    1. University of Castilla-La Mancha, Albacete, Spain

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  2. José A. Gámez

    1. University of Castilla-La Mancha, Albacete, Spain

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  3. Bernabe Dorronsoro

    1. University of Cadiz, Cadiz, Spain

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  4. Edurne Barrenechea

    1. Public University of Navarre, Pamplona, Spain

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  5. Alicia Troncoso

    1. Pablo de Olavide University, Sevilla, Spain

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  6. Bruno Baruque

    1. Department of Civil Engineering, University of Burgos, Burgos, Spain

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  7. Mikel Galar

    1. Public University of Navarre, Pamplona, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9422)

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 2015.

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Table of contents (31 papers)

  1. Front Matter

    Pages I-XIV
    PDF

  2. Bayesian Networks and Uncertainty Modeling

    1. Front Matter

      Pages 1-1
      PDF

    2. A Novel Weakly Supervised Problem: Learning from Positive-Unlabeled Proportions

      • Jerónimo Hernández-González, Iñaki Inza, Jose A. Lozano
      Pages 3-13

    3. Parallelisation of the PC Algorithm

      • Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen
      Pages 14-24

    4. Regularized Multivariate von Mises Distribution

      • Luis Rodriguez-Lujan, Concha Bielza, Pedro Larrañaga
      Pages 25-35

    5. Parallel Importance Sampling in Conditional Linear Gaussian Networks

      • Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández et al.
      Pages 36-46

  3. Fuzzy Logic and Soft Computing

    1. Front Matter

      Pages 47-47
      PDF

    2. Glaucoma Diagnosis: A Soft Set Based Decision Making Procedure

      • José Carlos R. Alcantud, Gustavo Santos-García, Emiliano Hernández-Galilea
      Pages 49-60

    3. Retinal Vessel Detection Based on Fuzzy Morphological Line Enhancement

      • Pedro Bibiloni, Manuel González-Hidalgo, Sebastià Massanet
      Pages 61-70

    4. A Linguistic Approach for Self-Perceived Health State: A Real Study for Diabetes Disease

      • Rocio de Andrés Calle, Teresa González-Arteaga, José Carlos R. Alcantud, Marta Peral
      Pages 71-81

    5. Applying Neuroevolution to Estimate the Difficulty of Learning Activities

      • Francisco J. Gallego-Durán, Carlos J. Villagrá-Arnedo, Rafael Molina-Carmona, Faraón Llorens-Largo
      Pages 82-91

    6. Evolutionary Product Unit Logistic Regression: The Case of Agrarian Efficiency

      • Carlos R. García-Alonso, César Hervás-Martínez, Salud MillánLara, Mercedes Torres-Jiménez
      Pages 92-102

  4. Knowledge Representation, Reasoning and Logic

    1. Front Matter

      Pages 103-103
      PDF

    2. On Coarser Interval Temporal Logics and their Satisfiability Problem

      • Emilio Muñoz-Velasco, Mercedes Pelegrín-García, Pietro Sala, Guido Sciavicco
      Pages 105-115

    3. Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis

      • Belarmino Pulido, Carlos Alonso-González, Anibal Bregon, Alberto Hernández
      Pages 116-127

    4. Clinical Decision Support System for the Diagnosis and Treatment of Fuzzy Diseases

      • Rubén Romero-Córdoba, Jose Ángel Olivas, Francisco Pascual Romero, Francisco Alonso-Gómez
      Pages 128-138

    5. Public and Secret Forgetting of Propositional Formulas

      • Ángel Nepomuceno-Fernández, Enrique Sarrión-Morrillo, Fernando Soler-Toscano, Fernando R. Velázquez-Quesada
      Pages 139-149

  5. Intelligent Systems and Environment

    1. Front Matter

      Pages 151-151
      PDF

    2. Estimation of Species Richness Using Bayesian Networks

      • A. D. Maldonado, R. F. Ropero, P. A. Aguilera, R. Rumí, A. Salmerón
      Pages 153-163

    3. Automatic Generation of Air Quality Index Textual Forecasts Using a Data-To-Text Approach

      • A. Ramos-Soto, A. Bugarín, S. Barro, N. Gallego, C. Rodríguez, I. Fraga et al.
      Pages 164-174
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Other Volumes

  1. Advances in Artificial Intelligence

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About this book

This book constitutes the refereed proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, held in Albacete, Spain, in November 2015.

The 31 revised full papers presented were carefully selected from 175 submissions. The papers are organized in topical sections on Bayesian networks and uncertainty modeling; fuzzy logic and soft computing; knowledge representation, reasoning, and logic; intelligent systems and environment; intelligent Web and recommender systems; machine learning and data mining; metaheuristics and evolutionary computation; and social robotics.

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Keywords

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Editors and Affiliations

  • University of Castilla-La Mancha, Albacete, Spain

    José M. Puerta, José A. Gámez

  • University of Cadiz, Cadiz, Spain

    Bernabe Dorronsoro

  • Public University of Navarre, Pamplona, Spain

    Edurne Barrenechea, Mikel Galar

  • Pablo de Olavide University, Sevilla, Spain

    Alicia Troncoso

  • Department of Civil Engineering, University of Burgos, Burgos, Spain

    Bruno Baruque

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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 EPUB and 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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