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Advances in Artificial Intelligence

11th Mexican International Conference on Artificial Intelligence, MICAI 2012, San Luis Potosi, Mexico, October 27 - November 4, 2012. Revised Selected Papers, Part I

  • Conference proceedings
  • © 2013

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Editors:
  1. Ildar Batyrshin

    1. Eje Central Lazaro Cardenas Norte, Mexican Petroleum Institute, México D.F., Mexico

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  2. Miguel González Mendoza

    1. Tecnológico de Monterrey, Campus Estado de México, Carretera Lago de Guadalupe Km 3.5, Atizapán de Zaragoza, ,,, Estado de México, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7629)

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

Included in the following conference series:

Conference proceedings info: MICAI 2012.

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Table of contents (40 papers)

  1. Front Matter

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  2. Machine Learning and Pattern Recognition

    1. Invited Paper

      1. Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets
        • Grigori Sidorov, Sabino Miranda-Jiménez, Francisco Viveros-Jiménez, Alexander Gelbukh, Noé Castro-Sánchez, Francisco Velásquez et al.
        Pages 1-14
      2. An Empirical Evaluation of Different Initializations on the Number of K-Means Iterations
        • Renato Cordeiro de Amorim
        Pages 15-26
      3. Intelligent Feature and Instance Selection to Improve Nearest Neighbor Classifiers
        • Yenny Villuendas-Rey, Yailé Caballero-Mota, María Matilde García-Lorenzo
        Pages 27-38
      4. A Method for Building Prototypes in the Nearest Prototype Approach Based on Similarity Relations for Problems of Function Approximation
        • Marilyn Bello-García, María Matilde García-Lorenzo, Rafael Bello
        Pages 39-50
      5. A Diversity Production Approach in Ensemble of Base Classifiers
        • Hamid Parvin, Sara Ansari, Sajad Parvin
        Pages 51-60
      6. A New Overlapping Clustering Algorithm Based on Graph Theory
        • Airel Pérez-Suárez, José Fco. Martńez-Trinidad, Jesús A. Carrasco-Ochoa, José E. Medina-Pagola
        Pages 61-72
      7. Fuzzy Clustering for Semi-supervised Learning – Case Study: Construction of an Emotion Lexicon
        • Soujanya Poria, Alexander Gelbukh, Dipankar Das, Sivaji Bandyopadhyay
        Pages 73-86
      8. Statistical Framework for Facial Pose Classification
        • Ajay Jaiswal, Nitin Kumar, R. K. Agrawal
        Pages 87-96
      9. Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks
        • Nahun Loya, Iván Olmos Pineda, David Pinto, Helena Gómez-Adorno, Yuridiana Alemán
        Pages 97-106
      10. Automatic Discovery of Web Content Related to IT in the Mexican Internet Based on Supervised Classifiers
        • José-Lázaro Martínez-Rodríguez, Víctor-Jesús Sosa-Sosa, Iván López-Arévalo
        Pages 107-118
      11. Automatic Monitoring the Content of Audio Broadcasted by Internet Radio Stations
        • Omar Nuñez, Antonio Camarena-Ibarrola
        Pages 119-130

  3. Computer Vision and Image Processing

    1. Using Hidden Markov Model and Dempster-Shafer Theory for Evaluating and Detecting Dangerous Situations in Level Crossing Environments

      • Houssam Salmane, Yassine Ruichek, Louahdi Khoudour
      Pages 131-145

    2. Local Features Classification for Adaptive Tracking

      • Alan I. Torres-Nogales, Santiago E. Conant-Pablos, Hugo Terashima-Marín
      Pages 146-157

    3. Two Adaptive Methods Based on Edge Analysis for Improved Concealing Damaged Coded Images in Critical Error Situations

      • Alejandro Alvaro Ramírez-Acosta, Mireya S. García-Vázquez
      Pages 158-170

    4. Phase Correlation Based Image Alignment with Subpixel Accuracy

      • Alfonso Alba, Ruth M. Aguilar-Ponce, Javier Flavio Vigueras-Gómez, Edgar Arce-Santana
      Pages 171-182

    5. A Novel Encryption Method with Associative Approach for Gray-Scale Images

      • Federico Felipe, Ángel Martínez, Elena Acevedo, Marco Antonio Acevedo
      Pages 183-193

    6. FPGA-Based Architecture for Extended Associative Memories and Its Application in Image Recognition

      • Guzmán-Ramírez Enrique, Arroyo-Fernández Ignacio, González-Rojas Carlos, Linares-Flores Jesús, Pogrebnyak Oleksiy
      Pages 194-204

    7. Salient Features Selection for Multiclass Texture Classification

      • Bharti Rana, R. K. Agrawal
      Pages 205-215

  4. Robotics

    1. Robotic Behavior Implementation Using Two Different Differential Evolution Variants

      • Víctor Ricardo Cruz-Álvarez, Fernando Montes-Gonzalez, Efrén Mezura-Montes, José Santos
      Pages 216-226
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Other volumes

  1. Advances in Artificial Intelligence

  2. Advances in Computational Intelligence

Keywords

About this book

The two-volume set LNAI 7629 and LNAI 7630 constitutes the refereed proceedings of the 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, held in San Luis Potosí, Mexico, in October/November 2012. The 80 revised papers presented were carefully reviewed and selected from 224 submissions. The first volume includes 40 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: machine learning and pattern recognition; computer vision and image processing; robotics; knowledge representation, reasoning, and scheduling; medical applications of artificial intelligence. 

Editors and Affiliations

  • Eje Central Lazaro Cardenas Norte, Mexican Petroleum Institute, México D.F., Mexico

    Ildar Batyrshin

  • Tecnológico de Monterrey, Campus Estado de México, Carretera Lago de Guadalupe Km 3.5, Atizapán de Zaragoza, ,,, Estado de México, Mexico

    Miguel González Mendoza

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