Ebook: Artificial Intelligence in Theory and Practice III: Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, Held as Part of WCC 2010, Brisbane, Australia, September 20-23, 2010. Proceedings

The papers in this volume comprise the refereed proceedings of the conference Arti- cial Intelligence in Theory and Practice (IFIP AI 2010), which formed part of the 21st World Computer Congress of IFIP, the International Federation for Information Pr- essing (WCC-2010), in Brisbane, Australia in September 2010. The conference was organized by the IFIP Technical Committee on Artificial Int- ligence (Technical Committee 12) and its Working Group 12.5 (Artificial Intelligence Applications). All papers were reviewed by at least two members of our Program Committee. - nal decisions were made by the Executive Program Committee, which comprised John Debenham (University of Technology, Sydney, Australia), Ilias Maglogiannis (University of Central Greece, Lamia, Greece), Eunika Mercier-Laurent (KIM, France) and myself. The best papers were selected for the conference, either as long papers (maximum 10 pages) or as short papers (maximum 5 pages) and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here. I should like to thank the Conference Chair, Tharam Dillon, for all his efforts and the members of our Program Committee for reviewing papers under a very tight de- line.

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This book constitutes the refereed proceedings of the Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 27 revised full papers presented were carefully reviewed and selected from 102 submissions. The papers are organized in topical sections on agents, knowledge acquisition, data mining and machine learning, neural nets and fuzzy logic, case-based reasoning/planning and scheduling, intelligent systems engineering, AI techniques, and AI applications.

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This book constitutes the refereed proceedings of the Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 27 revised full papers presented were carefully reviewed and selected from 102 submissions. The papers are organized in topical sections on agents, knowledge acquisition, data mining and machine learning, neural nets and fuzzy logic, case-based reasoning/planning and scheduling, intelligent systems engineering, AI techniques, and AI applications.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Ecologically Rational Agency....Pages 3-12
Involving the Human User in the Control Architecture of an Autonomous Agent....Pages 13-22
Front Matter....Pages 23-23
Exer-Learning Games: Transferring Hopscotch from the Schoolyard to the Classroom....Pages 25-34
Social Relationships as a Means for Identifying an Individual in Large Information Spaces....Pages 35-44
Front Matter....Pages 45-45
J-PMCRI: A Methodology for Inducing Pre-pruned Modular Classification Rules....Pages 47-56
Enhancement of Infrequent Purchased Product Recommendation Using Data Mining Techniques....Pages 57-66
A Machine Learning Approach to Predicting Winning Patterns in Track Cycling Omnium....Pages 67-76
Front Matter....Pages 77-77
Learning Motor Control by Dancing YMCA....Pages 79-88
Analysis and Comparison of Probability Transformations for Fusing Sensors with Uncertain Detection Performance....Pages 89-98
Front Matter....Pages 99-99
A Case-Based Approach to Business Process Monitoring....Pages 101-110
A Survey on the Dynamic Scheduling Problem in Astronomical Observations....Pages 111-120
Front Matter....Pages 121-121
Combining Determinism and Intuition through Univariate Decision Strategies for Target Detection from Multi-sensors....Pages 123-132
A UML Profile Oriented to the Requirements Modeling in Intelligent Tutoring Systems Projects....Pages 133-142
Learning by Collaboration in Intelligent Autonomous Systems....Pages 143-152
Front Matter....Pages 153-153
Context-Based Probabilistic Scene Interpretation....Pages 155-164
Full Text Search Engine as Scalable k-Nearest Neighbor Recommendation System....Pages 165-173
Developing Intelligent Environments with OSGi and JADE....Pages 174-183
Front Matter....Pages 185-185
Bee Hive at Work: Following a Developing Story on the Web....Pages 187-196
Computer-Aided Estimation for the Risk of Development of Gastric Cancer by Image Processing....Pages 197-204
Intelligent Hybrid Architecture for Tourism Services....Pages 205-214
Front Matter....Pages 185-185
Knowledge-Based Geo-risk Assessment for an Intelligent Measurement System....Pages 215-224
Front Matter....Pages 225-225
Workflows Recognition through Multi Agents in Surveillance Systems....Pages 227-232
Speaker Verification System Using a Hierarchical Adaptive Network-Based Fuzzy Inference Systems (HANFIS)....Pages 233-237
Case-Based Decision Support in Time Dependent Medical Domains....Pages 238-242
Solving the Capacitated Vehicle Routing Problem and the Split Delivery Using GRASP Metaheuristic....Pages 243-249
Back Matter....Pages -

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This book constitutes the refereed proceedings of the Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 27 revised full papers presented were carefully reviewed and selected from 102 submissions. The papers are organized in topical sections on agents, knowledge acquisition, data mining and machine learning, neural nets and fuzzy logic, case-based reasoning/planning and scheduling, intelligent systems engineering, AI techniques, and AI applications.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Ecologically Rational Agency....Pages 3-12
Involving the Human User in the Control Architecture of an Autonomous Agent....Pages 13-22
Front Matter....Pages 23-23
Exer-Learning Games: Transferring Hopscotch from the Schoolyard to the Classroom....Pages 25-34
Social Relationships as a Means for Identifying an Individual in Large Information Spaces....Pages 35-44
Front Matter....Pages 45-45
J-PMCRI: A Methodology for Inducing Pre-pruned Modular Classification Rules....Pages 47-56
Enhancement of Infrequent Purchased Product Recommendation Using Data Mining Techniques....Pages 57-66
A Machine Learning Approach to Predicting Winning Patterns in Track Cycling Omnium....Pages 67-76
Front Matter....Pages 77-77
Learning Motor Control by Dancing YMCA....Pages 79-88
Analysis and Comparison of Probability Transformations for Fusing Sensors with Uncertain Detection Performance....Pages 89-98
Front Matter....Pages 99-99
A Case-Based Approach to Business Process Monitoring....Pages 101-110
A Survey on the Dynamic Scheduling Problem in Astronomical Observations....Pages 111-120
Front Matter....Pages 121-121
Combining Determinism and Intuition through Univariate Decision Strategies for Target Detection from Multi-sensors....Pages 123-132
A UML Profile Oriented to the Requirements Modeling in Intelligent Tutoring Systems Projects....Pages 133-142
Learning by Collaboration in Intelligent Autonomous Systems....Pages 143-152
Front Matter....Pages 153-153
Context-Based Probabilistic Scene Interpretation....Pages 155-164
Full Text Search Engine as Scalable k-Nearest Neighbor Recommendation System....Pages 165-173
Developing Intelligent Environments with OSGi and JADE....Pages 174-183
Front Matter....Pages 185-185
Bee Hive at Work: Following a Developing Story on the Web....Pages 187-196
Computer-Aided Estimation for the Risk of Development of Gastric Cancer by Image Processing....Pages 197-204
Intelligent Hybrid Architecture for Tourism Services....Pages 205-214
Front Matter....Pages 185-185
Knowledge-Based Geo-risk Assessment for an Intelligent Measurement System....Pages 215-224
Front Matter....Pages 225-225
Workflows Recognition through Multi Agents in Surveillance Systems....Pages 227-232
Speaker Verification System Using a Hierarchical Adaptive Network-Based Fuzzy Inference Systems (HANFIS)....Pages 233-237
Case-Based Decision Support in Time Dependent Medical Domains....Pages 238-242
Solving the Capacitated Vehicle Routing Problem and the Split Delivery Using GRASP Metaheuristic....Pages 243-249
Back Matter....Pages -
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