Screen LibraryAdvances 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 /
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 Potosi , Mexico, in October/November 2012. The 80 revised papers presented were carefully reviewed and selected from 2...
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| Corporate Authors: | ; |
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| Group Author: | ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | 2013. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in artificial intelligence ;
7629 Lecture notes in computer science, LNCS sublibrary. SL 7, Artificial intelligence |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-37807-2 |
| Summary: |
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 Potosi , 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. |
| Item Description: | Includes author index. |
| Carrier Form: | 1 online resource. |
| ISBN: |
9783642378072 (electronic bk.) 3642378072 (electronic bk.) |
| Index Number: | Q334 |
| CLC: | TP18-532 |
| Contents: |
Machine Learning and Pattern Recognition. Invited Paper. -- Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets / An Empirical Evaluation of Different Initializations on the Number of K-Means Iterations / Intelligent Feature and Instance Selection to Improve Nearest Neighbor Classifiers / A Method for Building Prototypes in the Nearest Prototype Approach Based on Similarity Relations for Problems of Function Approximation / A Diversity Production Approach in Ensemble of Base Classifiers / A New Overlapping Clustering Algorithm Based on Graph Theory / Fuzzy Clustering for Semi-supervised Learning - Case Study: Construction of an Emotion Lexicon / Statistical Framework for Facial Pose Classification / Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks / Automatic Discovery of Web Content Related to IT in the Mexican Internet Based on Supervised Classifiers / Automatic Monitoring the Content of Audio Broadcasted by Internet Radio Stations / Computer Vision and Image Processing. Using Hidden Markov Model and Dempster-Shafer Theory for Evaluating and Detecting Dangerous Situations in Level Crossing Environments / Local Features Classification for Adaptive Tracking / Two Adaptive Methods Based on Edge Analysis for Improved Concealing Damaged Coded Images in Critical Error Situations / Phase Correlation Based Image Alignment with Subpixel Accuracy / A Novel Encryption Method with Associative Approach for Gray-Scale Images / FPGA-Based Architecture for Extended Associative Memories and Its Application in Image Recognition / Salient Features Selection for Multiclass Texture Classification / Robotics. Robotic Behavior Implementation Using Two Different Differential Evolution Variants / Robust Visual Localization of a Humanoid Robot in a Symmetric Space / |