Progress in Artificial Intelligence: 15th Portuguese Conference on Artificial Intelligence, EPIA 2011, Lisbon, Portugal, October 10-13, 2011. Proceedings

✍ Scribed by Daniel Loureiro, Goreti Marreiros, José Neves (auth.), Luis Antunes, H. Sofia Pinto (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 734
• Series: Lecture Notes in Computer Science 7026 Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

This book contains a selection of higher quality and reviewed papers of the 15th Portuguese Conference on Artificial Intelligence, EPIA 2011, held in Lisbon, Portugal, in October 2011.
The 50 revised full papers presented were carefully reviewed and selected from a total of 203 submissions. The papers are organized in topical sections on affective computing, ambient intelligence environments, artificial intelligence methodologies for games, artificial intelligence in transportation systems, artificial life evolutionary algorithms, computational logic with applications, general artificial intelligence, intelligent robotics, knowledge discovery and business intelligence, multi-agent systems: theory and applications, social simulation and modeling, text mining and applications, and doctoral symposium on artificial intelligence.

✦ Table of Contents

Front Matter....Pages -
Sentiment Analysis of News Titles....Pages 1-14
Providing Location Everywhere....Pages 15-28
Modeling Context-Awareness in Agents for Ambient Intelligence: An Aspect-Oriented Approach....Pages 29-43
Developing Dynamic Conflict Resolution Models Based on the Interpretation of Personal Conflict Styles....Pages 44-58
Organizations of Agents in Information Fusion Environments....Pages 59-70
Wasp-Like Agents for Scheduling Production in Real-Time Strategy Games....Pages 71-82
Operational Problems Recovery in Airlines – A Specialized Methodologies Approach....Pages 83-97
Solving Heterogeneous Fleet Multiple Depot Vehicle Scheduling Problem as an Asymmetric Traveling Salesman Problem....Pages 98-109
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method....Pages 110-124
The Evolution of Foraging in an Open-Ended Simulation Environment....Pages 125-137
A Method to Reuse Old Populations in Genetic Algorithms....Pages 138-152
Towards Artificial Evolution of Complex Behaviors Observed in Insect Colonies....Pages 153-167
Network Regularity and the Influence of Asynchronism on the Evolution of Cooperation....Pages 168-181
The Squares Problem and a Neutrality Analysis with ReNCoDe....Pages 182-195
Particle Swarm Optimization for Gantry Control: A Teaching Experiment....Pages 196-207
Evolving Reaction-Diffusion Systems on GPU....Pages 208-223
Optimal Divide and Query....Pages 224-238
A Subterm-Based Global Trie for Tabled Evaluation of Logic Programs....Pages 239-253
Intention-Based Decision Making with Evolution Prospection....Pages 254-267
Unsupervised Music Genre Classification with a Model-Based Approach....Pages 268-281
Constrained Sequential Pattern Knowledge in Multi-relational Learning....Pages 282-296
Summarizing Frequent Itemsets via Pignistic Transformation....Pages 297-310
A Simulated Annealing Algorithm for the Problem of Minimal Addition Chains....Pages 311-325
Novelty Detection Using Graphical Models for Semantic Room Classification....Pages 326-339
A Reinforcement Learning Based Method for Optimizing the Process of Decision Making in Fire Brigade Agents....Pages 340-351
Humanoid Behaviors: From Simulation to a Real Robot....Pages 352-364
Market-Based Dynamic Task Allocation Using Heuristically Accelerated Reinforcement Learning....Pages 365-376
Shop Floor Scheduling in a Mobile Robotic Environment....Pages 377-391
Humanized Robot Dancing: Humanoid Motion Retargeting Based in a Metrical Representation of Human Dance Styles....Pages 392-406
Bankruptcy Trajectory Analysis on French Companies Using Self-Organizing Map....Pages 407-417
Network Node Label Acquisition and Tracking....Pages 418-430
Learning to Rank for Expert Search in Digital Libraries of Academic Publications....Pages 431-445
Thematic Fuzzy Clusters with an Additive Spectral Approach....Pages 446-461
Automatically Enriching a Thesaurus with Information from Dictionaries....Pages 462-475
Visualizing the Evolution of Social Networks....Pages 476-490
Using Data Mining Techniques to Predict Deformability Properties of Jet Grouting Laboratory Formulations over Time....Pages 491-505
Doubtful Deviations and Farsighted Play....Pages 506-520
Uncertainty and Novelty-Based Selective Attention in the Collaborative Exploration of Unknown Environments....Pages 521-535
A Dynamic Agents’ Behavior Model for Computational Trust....Pages 536-550
The BMC Method for the Existential Part of RTCTLK and Interleaved Interpreted Systems....Pages 551-565
Building Spatiotemporal Emotional Maps for Social Systems....Pages 566-580
An Exploratory Study on the Impact of Temporal Features on the Classification and Clustering of Future-Related Web Documents....Pages 581-596
Using the Web to Validate Lexico-Semantic Relations....Pages 597-609
A Resource-Based Method for Named Entity Extraction and Classification....Pages 610-623
Measuring Spelling Similarity for Cognate Identification....Pages 624-633
Identifying Automatic Posting Systems in Microblogs....Pages 634-648
Determining the Polarity of Words through a Common Online Dictionary....Pages 649-663
A Bootstrapping Approach for Training a NER with Conditional Random Fields....Pages 664-678
Domain-Splitting Generalized Nogoods from Restarts....Pages 679-689
A Proposal for Transactions in the Semantic Web....Pages 690-703
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Simulation and Modeling; Computer Imaging, Vision, Pattern Recognition and Graphics; Data Mining and Knowledge Discovery; Database Management