Advances in artificial intelligence [electronic resource] : 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, San Luis Potosí, Mexico, October 27-November 4, 2012. Revised selected papers. Part I / Ildar Batyrshin, Miguel González Mendoza (eds.)
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 22...
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Full Text (via Springer) |
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| Other title: | MICAI 2012. |
| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
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Berlin ; New York :
Springer,
©2013.
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| Series: | Lecture notes in computer science ;
7629. LNCS sublibrary. Artificial intelligence. Lecture notes in computer science. Lecture notes in artificial intelligence. |
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Table of Contents:
- Machine Learning and Pattern Recognition. Invited Paper.
- Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets / Grigori Sidorov [and others]
- An Empirical Evaluation of Different Initializations on the Number of K-Means Iterations / Renato Cordeiro de Amorim
- Intelligent Feature and Instance Selection to Improve Nearest Neighbor Classifiers / Yenny Villuendas-Rey, Yailé Caballero-Mota, María Matilde García-Lorenzo
- 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
- A Diversity Production Approach in Ensemble of Base Classifiers / Hamid Parvin, Sara Ansari, Sajad Parvin
- A New Overlapping Clustering Algorithm Based on Graph Theory / Airel Pérez-Suárez, José Fco. Martńez-Trinidad, Jesús A. Carrasco-Ochoa.
- Fuzzy Clustering for Semi-supervised Learning
- Case Study: Construction of an Emotion Lexicon / Soujanya Poria [and others]
- Statistical Framework for Facial Pose Classification / Ajay Jaiswal, Nitin Kumar, R.K. Agrawal
- Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks / Nahun Loya [and others]
- 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
- Automatic Monitoring the Content of Audio Broadcasted by Internet Radio Stations / Omar Nuñez, Antonio Camarena-Ibarrola
- Computer Vision and Image Processing. Using Hidden Markov Model and Dempster-Shafer Theory for Evaluating and Detecting Dangerous Situations in Level Crossing Environments / Houssam Salmane, Yassine Ruichek, Louahdi Khoudour
- Local Features Classification for Adaptive Tracking / Alan I. Torres-Nogales, Santiago E. Conant-Pablos, Hugo Terashima-Marín.
- 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
- Phase Correlation Based Image Alignment with Subpixel Accuracy / Alfonso Alba [and others]
- A Novel Encryption Method with Associative Approach for Gray-Scale Images / Federico Felipe [and others]
- FPGA-Based Architecture for Extended Associative Memories and Its Application in Image Recognition / Guzmán-Ramírez Enrique, Arroyo-Fernández Ignacio, González-Rojas Carlos
- Salient Features Selection for Multiclass Texture Classification / Bharti Rana, R.K. Agrawal
- Robotics. Robotic Behavior Implementation Using Two Different Differential Evolution Variants / Víctor Ricardo Cruz-Álvarez [and others]
- Robust Visual Localization of a Humanoid Robot in a Symmetric Space / Mauricio J. García Vazquez [and others]