Current Topics in Artificial Intelligence: 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, Salamanca, Spain, November 12-16, 2007, Selected PapersThis book constitutes the refereed proceedings of the 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, held in Salamanca, Spain, in November 2007, in conjunction with the 7th Workshop on Artificial Intelligence Technology Transfer, TTIA 2007. The 28 revised full papers presented address all current issues of artificial intelligence ranging from methodological and foundational aspects to advanced applications in various fields. |
Contents
Fast and Informed Action Selection for Planning with Sensing | 1 |
Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems | 11 |
Retrieval of Relevant Concepts from a Text Collection | 21 |
Interoperable Bayesian Agents for Collaborative Learning Environments | 31 |
Knowledge Engineering and Planning for the Automated Synthesis of Customized Learning Designs | 40 |
On the Initialization of TwoStage Clustering with ClassGTM | 50 |
Application to Electron Cryotomography | 60 |
A MiddleWare for the Automated Composition and Invocation of Semantic Web Services Based on Temporal HTN Planning Techniques | 70 |
Mixed Narrative and Dialog Content Planning Based on BDI Agents | 150 |
Structural Analysis for Improving the Derivation of All MUSes in Overconstrained Numeric CSPs | 160 |
Interest Point Detectors for Visual SLAM | 170 |
An Evolutionary Approach | 180 |
Finiteness Properties of Some Families of GPTrees | 190 |
A Case Study in FAO of the UN | 200 |
A Logic for Order of Magnitude Reasoning with Negligibility Noncloseness and Distance | 210 |
A Solution to the Rural Postman Problem Based on Artificial Ant Colonies | 220 |
A Multiobjective Approach to Fuzzy Job Shop Problem Using Genetic Algorithms | 80 |
An Alternative to Extract Explanation from Bagging | 90 |
Ranking Attributes Using Learning of Preferences by Means of SVM | 100 |
Improving HLRTAk | 110 |
Sliding Mode Control of a Wastewater Plant with Neural Networks and Genetic Algorithms | 120 |
Efficient Pruning of Operators in Planning Domains | 130 |
Heuristics for Planning with Action Costs | 140 |
Olive Fly Infestation Prediction Using Machine Learning Techniques | 229 |
Feature Selection Based on Sensitivity Analysis | 239 |
Fitness Function Comparison for GABased Feature Construction | 249 |
Generation of OWL Ontologies from Concept Maps in Shallow Domains | 259 |
Effectiveness Study of Lexically Mapping Two Thesauri | 268 |
| 278 | |
Other editions - View all
Common terms and phrases
additive heuristic AFN-FS applied approach Artificial Intelligence atomic terms attributes Bayesian network Berlin Heidelberg 2007 Borrajo breadth-first search CAEPIA Castillo class-GTM classifiers clustering complexity computed concepts considered constraints context cost data sets decision trees defined described detectors diagnosis EMTREE encoded evaluation example extracted feature selection fitness function fuzzy genetic algorithm goal graph Heidelberg heuristic HLRTA HLRTA*(k initial input iterations J.M. Corchado Eds K-means knowledge learning objects lexical LNAI Machine Learning maps method MFE3/GA NCSP neural networks node obtained ontology optimal OWL-S parameters path PDDL performance pheromone planner planning domain preconditions problem proposed pruning relations relaxed plan relevant represent retrieved semantic set-additive heuristic SIADEX simulation Sliding Mode Control solution space Spain structure student subset Support Vector Machines synsets task techniques templates training data translation trees UMLS updating valid variables WordNet