| Description |
1 online resource |
| Series |
Lecture notes in artificial intelligence ; 7629 |
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Lecture notes in computer science, 0302-9743 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7629
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Lecture notes in computer science.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| 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 |
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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 |
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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] |
| 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 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 |
| Analysis |
Computer science |
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Medical records -- Data processing |
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Information storage and retrieval systems |
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Artificial intelligence |
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Computer vision |
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Computer Imaging, Vision, Pattern Recognition and Graphics |
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Information Systems Applications (incl. Internet) |
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computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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patroonherkenning |
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pattern recognition |
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machine vision |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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gezondheid |
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health |
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informatica |
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informatics |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
Includes author index |
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English |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence.
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Artificial Intelligence
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artificial intelligence.
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Batyrshin, Ildar.
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González Mendoza, Miguel
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| ISBN |
9783642378072 |
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3642378072 |
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