| Description |
1 online resource (xv, 506 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7023. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7023. 0302-9743
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Machine generated contents note: Agent-Based and Multiagent Systems -- Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test / Jose Hernandez-Orallo -- Evaluation of an Automated Mechanism for Generating New Regulations / Marc Esteva -- Multi-agent System for Incident Management Solutions on IT Infrastructures / Francisco Marreo-Estevez -- Market Self-organization under Limited Information / Gregor Reich -- Solving Sequential Mixed Auctions with Integer Programming / Juan A. Rodriguez-Aguilar -- Machine Learning -- Global Feature Subset Selection on High-Dimensional Datasets Using Re-ranking-based EDAs / Jose M. Puerta -- Comparison of Two Strategies for Scaling Up Instance Selection in Huge Datasets / Nicolas Garcia-Pedrajas -- C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems / Jesus M. Perez -- Scalability Analysis of ANN Training Algorithms with Feature Selection / Noelia Sanchez-Marono -- Using Model Trees and Their Ensembles for Imbalanced Data / Pedro Santos -- Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More Than Once / Nicolas Garcia-Pedrajas -- On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data / Beatriz Perez-Sanchez -- On the Learning of ESN Linear Readouts / Jose R. Dorronsoro -- Learning Naive Bayes Models for Multiple-Instance Learning with Label Proportions / Inaki Inza -- von Mises Naive Bayes Classifier for Angular Data / Pedro Larranaga -- Unravelling the Yeast Cell Cycle Using the TriGen Algorithm / Jose C. Riquelme -- Pattern Recognition in Biological Time Series / Jesus S. Aguilar-Ruiz -- Knowledge Representation, Logic, Search and Planning -- On the Expressive Power of First Order-Logic Extended with Allen's Relations in the Strict Case / Guido Sciavicco |
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Note continued: Using the Relaxed Plan Heuristic to Select Goals in Oversubscription Planning Problems / Daniel Borrajo -- Optimally Scheduling a Job-Shop with Operators and Total Flow Time Minimization / Ramiro Varela -- OntoMetaWorkflow: An Ontology for Representing Data and Users in Workflows / Jose Luis Redondo-Garcia -- Architecture for the Use of Synergies between Knowledge Engineering and Requirements Engineering / Francisco J. Orellana -- Multidisciplinary Topics and Applications -- Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis / Gautam Biswas -- Planning and Execution in a Personalised E-Learning Setting / Ivan Serina -- Heuristic Multiobjective Search for Hazmat Transportation Problems / Antonio Iovanella -- Topography of Functional Connectivity in Human Multichannel Electroencephalogram during Second Language Processing / Joydeep Bhattacharya -- ̂ Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price / Manuel Parras -- SMS Normalization: Combining Phonetics, Morphology and Semantics / Angel Iglesias -- Vision and Robotics -- Multiscale Extension of the Gravitational Approach to Edge Detection / Mikel Galar -- Study of the Suitability of Evolutionary Computation in 3D Modeling of Forensic Remains / Fernando Navarro -- L-System-Driven Self-assembly for Swarm Robotics / Ramon Rizo -- Study on Ear Detection and Its Applications to Face Detection / Daniel Hernandez-Sosa -- Combined Strategy Using FMCDM for Textures Segmentation in Hemispherical Images from Forest Environments / Maria Guijarro -- Getting NDVI Spectral Bands from a Single Standard RGB Digital Camera: A Methodological Approach / Sylvain Labbe -- Soft Computing -- Combining Neighbourhoods in Fuzzy Job Shop Problems / Ines Gonzalez-Rodriguez -- ̂ Learning Cooperative TSK-0 Fuzzy Rules Using Fast Local Search Algorithms / Jose M. Puerta |
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Note continued: Weighted Tardiness Minimization in Job Shops with Setup Times by Hybrid Genetic Algorithm / Ramiro Varela -- Interval-Valued Fuzzy Sets for Color Image Super-Resolution / Humberto Bustince -- Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem / Jose Palma -- Web Intelligence and Information Retrieval -- VoiceApp System: Speech Technologies to Access the Semantic Web / Victor Corrales -- Cluster Based Pseudo Feedback Technique which Exploits Good and Bad Clusters / Alvaro Barreiro -- SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information / Inigo Perona -- New Criteria for Selecting Neighborhood in Memory-Based Recommender Systems / Juan F. Huete -- Extended Precision Quality Measure for Recommender Systems / Jesus Bobadilla -- Tool for Link-Based Web Page Classification / Rafael Corchuelo -- Information Extraction for Standardization of Tourism Products / Paulo Quaresma -- Improving Collaborative Filtering in Social Tagging Systems / Carlo Tasso -- Ontology-Driven Method for Integrating Biomedical Repositories / Jesualdo Tomas Fernandez-Breis -- Lightweighting the Web of Data through Compact RDF/HDT / Nieves R. Brisaboa -- Query Expansion Methods and Performance Evaluation for Reusing Linking Open Data of the European Public Procurement Notices / Jose Luis Marin |
| Summary |
The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence |
| Analysis |
Computer science |
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Computer software |
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Information storage and retrieval systems |
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Artificial intelligence |
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Optical pattern recognition |
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Information Systems Applications (incl. Internet) |
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Computation by Abstract Devices |
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Information Storage and Retrieval |
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Algorithm Analysis and Problem Complexity |
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Pattern Recognition |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Congresses
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Informatique.
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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 |
Lozano, José A., 1968-
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Gámez, José A.
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Moreno, José A
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| ISBN |
9783642252747 |
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3642252745 |
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