Advances in Artificial Intelligence – IBERAMIA 2012

13th Ibero-American Conference on AI, Cartagena de Indias, Colombia, November 13-16, 2012. Proceedings

  • Juan Pavón
  • Néstor D. Duque-Méndez
  • Rubén Fuentes-Fernández
Conference proceedings IBERAMIA 2012

DOI: 10.1007/978-3-642-34654-5

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7637)

Table of contents (74 papers)

  1. Front Matter
  2. Knowledge Representation and Reasoning

    1. Contradiction Detection and Ontology Extension in a Never-Ending Learning System
      Vinicius Oliverio, Estevam R. Hruschka Jr.
      Pages 1-10
    2. Exploring the Rationality of Some Syntactic Merging Operators
      José Luis Chacón, Ramón Pino Pérez
      Pages 21-30
    3. Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance
      Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau
      Pages 31-40
  3. Information and Knowledge Processing

    1. An Unsupervised Method for Ontology Population from the Web
      Hilário Tomaz, Rinaldo Lima, João Emanoel, Fred Freitas
      Pages 41-50
  4. Knowledge Discovery and Data Mining

    1. Online Cluster Prototype Generation for the Gravitational Clustering Algorithm
      Elizabeth León, Jonatan Gómez, Fabián Giraldo
      Pages 61-70
    2. Association Rule Visualization and Pruning through Response-Style Data Organization and Clustering
      Leandro A. F. Fernandes, Ana Cristina Bicharra García
      Pages 71-80
    3. Identifying Relationships in Transactional Data
      Melissa Rodrigues, João Gama, Carlos Abreu Ferreira
      Pages 81-90
    4. Time Series Discretization Based on the Approximation of the Local Slope Information
      Willian Zalewski, Fabiano Silva, Huei Diana Lee, Andre Gustavo Maletzke, Feng Chung Wu
      Pages 91-100
    5. Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors
      José Hernández Santiago, Jair Cervantes, Asdrúbal López-Chau, Farid García Lamont
      Pages 101-110
    6. Study on the Impact of Affinity on the Results of Data Mining in Biological Populations
      Paweł Skrobanek, Olgierd Unold, Ewa Walkowicz, Henryk Maciejewski, Maciej Dobrowolski
      Pages 111-119
    7. Hierarchical Classification of Gene Ontology with Learning Classifier Systems
      Luiz Melo Romão, Julio César Nievola
      Pages 120-129
    8. Detecting Survival Patterns in Women with Invasive Cervical Cancer with Decision Trees
      Ricardo Timarán Pereira, Maria Clara Yepez Chamorro, Andrés Calderón Romero
      Pages 130-139
    9. Using SOM Maps for Clustering and Visualization of Diamond Films Deposited by HFCVD Process
      Leandro A. Pasa, José Alfredo F. Costa, Marcelo C. Tosin, Fábio A. Procópio de Paiva
      Pages 140-148
  5. Machine Learning

    1. Selection and Fusion of Neural Networks via Differential Evolution
      Tiago P. F. de Lima, Adenilton J. da Silva, Teresa B. Ludermir
      Pages 149-158
    2. Prototype Selection with Compact Sets and Extended Rough Sets
      Yenny Villuendas-Rey, Yailé Caballero-Mota, María Matilde García-Lorenzo
      Pages 159-168
    3. Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data
      Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera
      Pages 169-178
    4. Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms
      Carlos Cobos, Leydy Muñoz, Martha Mendoza, Elizabeth León, Enrique Herrera-Viedma
      Pages 179-188

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 13th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2012, held in Cartagena de Indias, Colombia, in November 2012. The 75 papers presented were carefully reviewed and selected from 170 submissions. The papers are organized in topical sections on knowledge representation and reasoning, information and knowledge processing, knowledge discovery and data mining, machine learning, bio-inspired computing, fuzzy systems, modelling and simulation, ambient intelligence, multi-agent systems, human-computer interaction, natural language processing, computer vision and robotics, planning and scheduling, AI in education, and knowledge engineering and applications.

Keywords

agent framework genetic algorithms global optimization rough sets simulated annealing

Editors and affiliations

  • Juan Pavón
    • 1
  • Néstor D. Duque-Méndez
    • 2
  • Rubén Fuentes-Fernández
    • 1
  1. 1.Facultad de InformáticaUniversidad Complutense de MadridMadridSpain
  2. 2.Universidad Nacional de ColombiaBogotáColombia

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-34653-8
  • Online ISBN 978-3-642-34654-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349