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  • © 2014

Advances in Artificial Intelligence -- IBERAMIA 2014

14th Ibero-American Conference on AI, Santiago de Chile, Chile, November 24-27, 2014, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8864)

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

Conference series link(s): IBERAMIA: Ibero-American Conference on Artificial Intelligence

Conference proceedings info: IBERAMIA 2014.

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  • ISBN: 978-3-319-12027-0
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Table of contents (64 papers)

  1. Machine Learning

    1. Evaluating ReliefF-Based Multi-Label Feature Selection Algorithm

      • Newton Spolaôr, Maria Carolina Monard
      Pages 194-205
    2. Recursive Dependent Binary Relevance Model for Multi-label Classification

      • Thomas W. Rauber, Lucas H. Mello, Victor F. Rocha, Diego Luchi, Flávio Miguel Varejão
      Pages 206-217
  2. Fuzzy Systems

    1. Front Matter

      Pages 255-255
    2. Forecasting in Fuzzy Time Series by an Extension of Simple Exponential Smoothing

      • Fábio José Justo dos Santos, Heloisa de Arruda Camargo
      Pages 257-268
    3. Online Evolving Fuzzy Clustering Algorithm Based on Maximum Likelihood Similarity Distance

      • Orlando Donato Rocha Filho, Ginalber Luiz de Oliveira Serra
      Pages 269-280
  3. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 281-281
    2. An Evolutionary Methodology for Handling Data Scarcity and Noise in Monitoring Real Events from Social Media Data

      • Roberto C. S. N. P. Souza, Denise E. F. de Brito, Rodrigo L. Cardoso, Derick M. de Oliveira, Wagner Meira Jr., Gisele L. Pappa
      Pages 295-306
    3. Opinion Search in Spanish Written Press

      • Rodrigo Stecanella, Jairo Bonanata, Dina Wonsever, Aiala Rosá
      Pages 307-318
    4. Serendipitous Recommendation Based on Big Context

      • Andrew Koster, Fernando Koch, Yeun Bae Kim
      Pages 319-330
    5. An Algorithm to Condense Social Networks and Identify Brokers

      • Luís Cavique, Nuno C. Marques, Jorge M. A. Santos
      Pages 331-343
    6. Relevance Measures for Multivalued Attributes in Multiclass Datasets

      • Mariana Tasca, Bianca Zadrozny, Alexandre Plastino
      Pages 344-355
  4. Bio-inspired computing

    1. Front Matter

      Pages 357-357
    2. A More Efficient Selection Scheme in iSMS-EMOA

      • Adriana Menchaca-Mendez, Elizabeth Montero, María-Cristina Riff, Carlos A. Coello Coello
      Pages 371-380
    3. Continuous Optimization Based on a Hybridization of Differential Evolution with K-means

      • Luz-Marina Sierra, Carlos Cobos, Juan-Carlos Corrales
      Pages 381-392
    4. Automatic Step Evolution

      • Tiago Baptista, Ernesto Costa
      Pages 393-404

Other Volumes

  1. Advances in Artificial Intelligence -- IBERAMIA 2014

    14th Ibero-American Conference on AI, Santiago de Chile, Chile, November 24-27, 2014, Proceedings

About this book

This book constitutes the refereed proceedings of the 14th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2014, held in Santiago de Chile, Chile, in November 2014. The 64 papers presented were carefully reviewed and selected from 136 submissions. The papers are organized in the following topical sections: knowledge engineering, knowledge representation and probabilistic reasoning; planning and scheduling; natural language processing; machine learning; fuzzy systems; knowledge discovery and data mining; bio-inspired computing; robotics; vision; multi-agent systems; agent-based modeling and simulation; AI in education, affective computing, and human-computer interaction; applications of AI; and ambient intelligence.

Keywords

  • agent framework
  • data mining
  • distributed computing
  • fuzzy clustering
  • genetic algorithms
  • information retrieval
  • language model
  • machine learning
  • malware
  • map reduce
  • multi-objective optimization
  • simulated annealing
  • social media
  • text classification
  • urban computing

Editors and Affiliations

  • Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil

    Ana L.C. Bazzan

  • Pontifica Universidad Católica (PUC), Santiago de Chile, Chile

    Karim Pichara

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-12027-0
  • 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 109.99
Price excludes VAT (USA)