This book contains a selection of higher quality and reviewed papers of the 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, held in Aveiro, Portugal, in October 2009.
The 55 revised full papers presented were carefully reviewed and selected from a total of 163 submissions.
The papers are organized in topical sections on artificial intelligence in transportation and urban mobility (AITUM), artificial life and evolutionary algorithms (ALEA), computational methods in bioinformatics and systems biology (CMBSB), computational logic with applications (COLA), emotional and affective computing (EAC), general artificial intelligence (GAI), intelligent robotics (IROBOT), knowledge discovery and business intelligence (KDBI), muli-agent systems (MASTA) social simulation and modelling (SSM), text mining and application (TEMA) as well as web and network intelligence (WNI).
Author(s): André Luiz Cunha, José Elievam Bessa Jr., José Reynaldo Setti (auth.), Luís Seabra Lopes, Nuno Lau, Pedro Mariano, Luís M. Rocha (eds.)
Series: Lecture Notes in Computer Science 5816 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 686
Tags: Artificial Intelligence (incl. Robotics); User Interfaces and Human Computer Interaction; Simulation and Modeling; Computer Imaging, Vision, Pattern Recognition and Graphics; Information Systems Applications (incl.Internet); Data Mining
Front Matter....Pages -
Front Matter....Pages 1-1
Genetic Algorithm for the Calibration of Vehicle Performance Models of Microscopic Traffic Simulators....Pages 3-14
Simulating Communication in a Service-Oriented Architecture for V2V Networks....Pages 15-26
Applying Event Stream Processing on Traffic Problem Detection....Pages 27-38
Front Matter....Pages 39-39
Instability in Spatial Evolutionary Games....Pages 41-52
Agent-Based Model of Aedes aegypti Population Dynamics....Pages 53-64
Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming....Pages 65-76
Front Matter....Pages 77-77
Syntactic Parsing for Bio-molecular Event Detection from Scientific Literature....Pages 79-85
Constraint-Based Strategy for Pairwise RNA Secondary Structure Prediction....Pages 86-97
Front Matter....Pages 99-99
A Logic Programming System for Evolving Programs with Temporal Operators....Pages 101-112
On Improving the Efficiency of Deterministic Calls and Answers in Tabled Logic Programs....Pages 113-125
On Just in Time Indexing of Dynamic Predicates in Prolog....Pages 126-137
Intention Recognition via Causal Bayes Networks Plus Plan Generation....Pages 138-149
An ILP System for Learning Head Output Connected Predicates....Pages 150-159
Front Matter....Pages 161-161
A Data-Fusion Approach to Representing Personality Traits, Values, Beliefs and Behavior Descriptions....Pages 163-173
A Formal Model of Emotion-Based Action Tendency for Intelligent Agents....Pages 174-186
An Emotional and Context-Aware Model for Adapting RSS News to Users and Groups....Pages 187-198
Front Matter....Pages 199-199
Type Parametric Compilation of Algebraic Constraints....Pages 201-212
Colored Nonograms: An Integer Linear Programming Approach....Pages 213-224
Learning Visual Object Categories with Global Descriptors and Local Features....Pages 225-236
Front Matter....Pages 237-237
Analysis and Forecast of Team Formation in the Simulated Robotic Soccer Domain....Pages 239-250
Front Matter....Pages 237-237
A Cooperative CiberMouse@RTSS08 Team....Pages 251-262
Embodied Language Acquisition: A Proof of Concept....Pages 263-274
Predictive Control for Behavior Generation of Omni-directional Robots....Pages 275-286
Towards a Spatial Model for Humanoid Social Robots....Pages 287-298
Control and Monitoring of a Robotic Soccer Team: The Base Station Application....Pages 299-309
Multirobot Task Assignment in Active Surveillance....Pages 310-322
Roles, Positionings and Set Plays to Coordinate a RoboCup MSL Team....Pages 323-337
Semantic Image Search and Subset Selection for Classifier Training in Object Recognition....Pages 338-349
Obstacle Detection, Identification and Sharing on a Robotic Soccer Team....Pages 350-360
Front Matter....Pages 361-361
An Algorithm to Discover the k-Clique Cover in Networks....Pages 363-373
Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction....Pages 374-385
An Intelligent Alarm Management System for Large-Scale Telecommunication Companies....Pages 386-399
Construction of a Local Domain Ontology from News Stories....Pages 400-410
Efficient Coverage of Case Space with Active Learning....Pages 411-422
Tracking Recurring Concepts with Meta-learners....Pages 423-434
Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data....Pages 435-446
Front Matter....Pages 447-447
Modeling Autonomous Adaptive Agents with Functional Language for Simulations....Pages 449-460
Recovering from Airline Operational Problems with a Multi-Agent System: A Case Study....Pages 461-472
EcoSimNet: A Multi-Agent System for Ecological Simulation and Optimization....Pages 473-484
DarkBlade: A Program That Plays Diplomacy....Pages 485-496
Front Matter....Pages 447-447
Agent Inferencing Meets the Semantic Web....Pages 497-507
How Much Should Agents Remember? The Role of Memory Size on Convention Emergence Efficiency....Pages 508-519
Computing Confidence Values: Does Trust Dynamics Matter?....Pages 520-531
Front Matter....Pages 533-533
Games on Cellular Spaces: An Evolutionary Approach....Pages 535-546
Context Switching versus Context Permeability in Multiple Social Networks....Pages 547-559
Risk Tolerance and Social Awareness: Adapting Deterrence Sanctions to Agent Populations....Pages 560-571
Sensitivity Analysis of a Tax Evasion Model Applying Automated Design of Experiments....Pages 572-583
Front Matter....Pages 585-585
Phrase Translation Extraction from Aligned Parallel Corpora Using Suffix Arrays and Related Structures....Pages 587-597
Classifying Documents According to Locational Relevance....Pages 598-609
Relieving Polysemy Problem for Synonymy Detection....Pages 610-621
Sentiment Classification across Domains....Pages 622-633
Comparing Different Properties Involved in Word Similarity Extraction....Pages 634-645
A Document Descriptor Extractor Based on Relevant Expressions....Pages 646-657
Topic-Related Polarity Classification of Blog Sentences....Pages 658-669
Front Matter....Pages 671-671
Item-Based and User-Based Incremental Collaborative Filtering for Web Recommendations....Pages 673-684
Back Matter....Pages -
