Lecture Notes in Artificial Intelligence

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

Editors: Batyrshin, Ildar, González-Mendoza, Miguel (Eds.)

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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. 

Table of contents (30 chapters)

  • 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, Ismael Díaz-Rangel, Sergio Suárez-Guerra, Alejandro Treviño, Juan Gordon

    Pages 1-14

  • A Diversity Production Approach in Ensemble of Base Classifiers

    Hamid Parvin, Sara Ansari, Sajad Parvin

    Pages 51-60

  • A New Overlapping Clustering Algorithm Based on Graph Theory

    Airel Pérez-Suárez, José Fco. Martńez-Trinidad, Jesús A. Carrasco-Ochoa, et al.

    Pages 61-72

  • Fuzzy Clustering for Semi-supervised Learning – Case Study: Construction of an Emotion Lexicon

    Soujanya Poria, Alexander Gelbukh, Dipankar Das, Sivaji Bandyopadhyay

    Pages 73-86

  • Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks

    Nahun Loya, Iván Olmos Pineda, David Pinto, et al.

    Pages 97-106

Buy this book

eBook $79.99
price for USA (gross)
  • ISBN 978-3-642-37807-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $107.00
price for USA
  • ISBN 978-3-642-37806-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Artificial Intelligence
Book Subtitle
11th Mexican International Conference on Artificial Intelligence, MICAI 2012, San Luis Potosi, Mexico, October 27 - November 4, 2012. Revised Selected Papers, Part I
Editors
  • Ildar Batyrshin
  • Miguel González-Mendoza
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7629
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-37807-2
DOI
10.1007/978-3-642-37807-2
Softcover ISBN
978-3-642-37806-5
Edition Number
1
Number of Pages
XXVI, 483
Number of Illustrations and Tables
157 b/w illustrations
Topics