Advances in Artificial Intelligence -- IBERAMIA 2012: 13th Ibero-American Conference on AI, Cartagena de Indias, Colombia, November 13-16, 2012, Proceedings (Lecture Notes in Computer Science, 7637)

This Book Constitutes The Refereed Proceedings Of The 13th Ibero-american Conference On Artificial Intelligence, Iberamia 2012, Held In Cartagena De Indias, Colombia, In November 2012. The 75 Papers Presented Were Carefully Reviewed And Selected From 170 Submissions. The Papers Are Organized In Topical Sections On Knowledge Representation And Reasoning, Information And Knowledge Processing, Knowledge Discovery And Data Mining, Machine Learning, Bio-inspired Computing, Fuzzy Systems, Modelling And Simulation, Ambient Intelligence, Multi-agent Systems, Human-computer Interaction, Natural Language Processing, Computer Vision And Robotics, Planning And Scheduling, Ai In Education, And Knowledge Engineering And Applications. Knowledge Representation And Reasoning -- Information And Knowledge Processing -- Knowledge Discovery And Data Mining -- Machine Learning -- Bio-inspired Computing -- Fuzzy Systems -- Modelling And Simulation -- Ambient Intelligence -- Multi-agent Systems -- Human-computer Interaction -- Natural Language Processing -- Computer Vision & Robotics -- Planning And Scheduling -- Ai In Education -- Knowledge Engineering And Applications. Edited By Juan Pavón, Néstor D. Duque-méndez, Rubén Fuentes-fernández. Front Matter....Pages - Contradiction Detection and Ontology Extension in a Never-Ending Learning System....Pages 1-10 Pattern Recognition and Monte-CarloTree Search for Go Gaming Better Automation....Pages 11-20 Exploring the Rationality of Some Syntactic Merging Operators....Pages 21-30 Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance....Pages 31-40 An Unsupervised Method for Ontology Population from the Web....Pages 41-50 Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm....Pages 51-60 Online Cluster Prototype Generation for the Gravitational Clustering Algorithm....Pages 61-70 Association Rule Visualization and Pruning through Response-Style Data Organization and Clustering....Pages 71-80 Identifying Relationships in Transactional Data....Pages 81-90 Time Series Discretization Based on the Approximation of the Local Slope Information....Pages 91-100 Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors....Pages 101-110 Study on the Impact of Affinity on the Results of Data Mining in Biological Populations....Pages 111-119 Hierarchical Classification of Gene Ontology with Learning Classifier Systems....Pages 120-129 Detecting Survival Patterns in Women with Invasive Cervical Cancer with Decision Trees....Pages 130-139 Using SOM Maps for Clustering and Visualization of Diamond Films Deposited by HFCVD Process....Pages 140-148 Selection and Fusion of Neural Networks via Differential Evolution....Pages 149-158 Prototype Selection with Compact Sets and Extended Rough Sets....Pages 159-168 Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data....Pages 169-178 Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms....Pages 179-188 On the Estimation of Predictive Evaluation Measure Baselines for Multi-label Learning....Pages 189-198 Towards Web Spam Filtering with Neural-Based Approaches....Pages 199-209 A Graph-Based Approach for Transcribing Ancient Documents....Pages 210-220 Differential Diagnosis of Hemorrhagic Fevers Using ARTMAP....Pages 221-230 Conversing Learning: Active Learning and Active Social Interaction for Human Supervision in Never-Ending Learning Systems....Pages 231-240 Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies....Pages 241-250 Technique to Neutralize Link Failures for an ACO-Based Routing Algorithm....Pages 251-260 A Combination of Specialized Differential Evolution Variants for Constrained Optimization....Pages 261-270 Sensitivity Analysis of an Autonomous Evolutionary Algorithm....Pages 271-280 Progressive Minimal Criteria Novelty Search....Pages 281-290 Fisherman Search Procedure....Pages 291-299 Adaptation of Robot Behaviour through Online Evolution and Neuromodulated Learning....Pages 300-309 A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm....Pages 310-319 An Intelligent System Based on Discrete Cosine Transform for Speech Recognition....Pages 320-329 Multiobjective Genetic Fuzzy PID Control Design for Uncertain Dynamic Systems....Pages 330-339 Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring....Pages 340-349 Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process....Pages 350-360 On Modelling Virtual Machine Consolidation to Pseudo-Boolean Constraints....Pages 361-370 Analysis of Poisson’s Ratio Effect on Pavement Layer Moduli Estimation - A Neural Network Based Approach from Non-destructive Testing....Pages 371-380 On Modeling Connectedness in Reductions from Graph Problems to Extended Satisfiability....Pages 381-391 Towards Socio-Chronobiological Computational Human Models....Pages 392-401 Development of a Code Generator for the ICARO Agent Framework....Pages 402-411 Implementation and Assessment of Robot Team Cooperation Models Using Deliberative Control Components....Pages 412-421 Improving the Tracing System in PANGEA Using the TRAMMAS Model....Pages 422-431 A Private Reputation Mechanism for n -Player Games....Pages 432-441 Moral Coppélia - Combining Ratio with Affect in Ethical Reasoning....Pages 442-451 Combining Rules and CRF Learning for Opinion Source Identification in Spanish Texts....Pages 452-461 Voice-QA: Evaluating the Impact of Misrecognized Words on Passage Retrieval....Pages 462-471 A Classification Model with Corpus Enrichment for Toponym Disambiguation....Pages 472-480 Semantic Role Labeling for Brazilian Portuguese: A Benchmark....Pages 481-490 Optimization Approach for the Development of Humanoid Robots’ Behaviors....Pages 491-500 Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis....Pages 501-510 Unsupervised Learning of Visual Object Recognition Models....Pages 511-520 Hierarchical Markov Random Fields with Irregular Pyramids for Improving Image Annotation....Pages 521-530 Towards Automatic 3D Pose Tracking through Polygon Mesh Approximation....Pages 531-540 Embedding a Pose Estimation Module on a NCS-Based UGV....Pages 541-550 Finding the Direction of an Odor Source by Using Biologically Inspired Smell System....Pages 551-560 Fingerspelling Recognition with Support Vector Machines and Hidden Conditional Random Fields....Pages 561-570 Development of an Omnidirectional Kick for a NAO Humanoid Robot....Pages 571-580 The Planning Net: Exploring the Petri Net Flow to Improve Planning Solvers....Pages 581-590 An Automated User-Centered Planning Framework for Decision Support in Environmental Early Warnings....Pages 591-600 A Genetic Algorithm for Berth Allocation and Quay Crane Assignment....Pages 601-610 Constructing Real Test-Suites Using an Enhanced Simulated Annealing....Pages 611-620 Influence Diagram for Selection of Pedagogical Strategies in a Multi-Agent System Learning....Pages 621-630 Multi-agent Model for Searching, Recovering, Recommendation and Evaluation of Learning Objects from Repository Federations....Pages 631-640 An Agent Based Model for Integrating Intelligent Tutoring System and Virtual Learning Environments....Pages 641-650 An Intelligent and Affective Tutoring System within a Social Network for Learning Mathematics....Pages 651-661 Nearest Prototype Classification of Special School Families Based on Hierarchical Compact Sets Clustering....Pages 662-671 Mining Social-Affective Data to Recommend Student Tutors....Pages 672-681 A Case-Based Reasoning Approach to Support Teaching of Spanish as a Second Language in Indigenous Communities from Latin America....Pages 682-691 Decision-Making Tool for Knowledge-Based Projects in Offshore Production Systems....Pages 692-701 An Intelligent Design Model for Offshore Petroleum Production Elements Layout....Pages 702-711 MAS for Alarm Management System in Emergencies....Pages 712-721 Simulating Data Journalism to Communicate Hydrological Information from Sensor Networks....Pages 722-731 Method Based on Context-Information to Improve User Experience on Mobile Web-Based Applications....Pages 732-741 Back Matter....Pages -