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  • Conference proceedings
  • © 2016

Advances in Artificial Intelligence

17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9868)

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 2016.

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  • ISBN: 978-3-319-44636-3
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Table of contents (47 papers)

  1. Front Matter

    Pages I-XIX
  2. Image and Video

    1. Front Matter

      Pages 1-1
    2. Frame Size Reduction for Foreground Detection in Video Sequences

      • Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque-Baena, Esteban J. Palomo, Enrique Domínguez
      Pages 3-12
    3. Visual Navigation for UAV with Map References Using ConvNets

      • Fidel Aznar, Mar Pujol, Ramón Rizo
      Pages 13-22
    4. Vessel Tree Extraction and Depth Estimation with OCT Images

      • Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo
      Pages 23-33
  3. Classification

    1. Front Matter

      Pages 35-35
    2. How to Correctly Evaluate an Automatic Bioacoustics Classification Method

      • Juan Gabriel Colonna, João Gama, Eduardo F. Nakamura
      Pages 37-47
    3. Shot Classification and Keyframe Detection for Vision Based Speakers Diarization in Parliamentary Debates

      • Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón-Santana, Elena Sánchez-Nielsen
      Pages 48-57
    4. Online Multi-label Classification with Adaptive Model Rules

      • Ricardo Sousa, João Gama
      Pages 58-67
    5. Learning from Label Proportions via an Iterative Weighting Scheme and Discriminant Analysis

      • M. Pérez-Ortiz, P. A. Gutiérrez, M. Carbonero-Ruz, C. Hervás-Martínez
      Pages 79-88
    6. WekaBioSimilarity—Extending Weka with Resemblance Measures

      • César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
      Pages 89-98
    7. Age Classification Through the Evaluation of Circadian Rhythms of Wrist Temperature

      • M. Campos, A. Gomariz, M. Balsa, M. A. Rol, J. A. Madrid, F. J. Garcia
      Pages 99-109
    8. Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures

      • Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
      Pages 110-120
    9. Using Data Complexity Measures for Thresholding in Feature Selection Rankers

      • Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
      Pages 121-131
  4. Clustering

    1. Front Matter

      Pages 133-133
    2. Using CVI for Understanding Class Topology in Unsupervised Scenarios

      • Beatriz Sevilla-Villanueva, Karina Gibert, Miquel Sànchez-Marrè
      Pages 135-149
    3. Automated Spark Clusters Deployment for Big Data with Standalone Applications Integration

      • A. M. Fernández, J. F. Torres, A. Troncoso, F. Martínez-Álvarez
      Pages 150-159
    4. An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark

      • José María Luna-Romera, María del Mar Martínez-Ballesteros, Jorge García-Gutiérrez, José C. Riquelme-Santos
      Pages 160-169
  5. Multiagent Systems

    1. Front Matter

      Pages 171-171

Other Volumes

  1. Advances in Artificial Intelligence

    17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings

About this book

This book constitutes the refereed proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, held in Salamanca, Spain, in September 2016.

The 47 revised full papers presented were carefully selected from 166 submissions. Apart from the presentation of technical full papers, the scientific program of CAEPIA 2016 included an App contest, a Doctoral Consortium and, as a follow-up to the success achieved in previously CAEPIA editions, a special session on outstanding recent papers (Key Works) already published in renowned journals or forums.



Keywords

  • big data
  • data mining
  • genetic algorithms
  • machine learning
  • ontologies
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Artificial Intelligence Center, University of Oviedo, Gijón, Spain

    Oscar Luaces

  • University of Castilla-La Mancha , Albacete, Spain

    José A. Gámez

  • Public University of Navarre , Pamplona, Spain

    Edurne Barrenechea, Mikel Galar

  • Universidad Pablo de Olavide , Sevilla, Spain

    Alicia Troncoso

  • University of Salamanca , Salamanca, Spain

    Héctor Quintián, Emilio Corchado

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-44636-3
  • 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)