Ebook: Distributed Computing and Artificial Intelligence: 10th International Conference
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Advances in Intelligent Systems and Computing 217
- Year: 2013
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
- pdf
The International Symposium on Distributed Computing and Artificial Intelligence 2013 (DCAI 2013) is a forum in which applications of innovative techniques for solving complex problems are presented. Artificial intelligence is changing our society. Its application in distributed environments, such as the internet, electronic commerce, environment monitoring, mobile communications, wireless devices, distributed computing, to mention only a few, is continuously increasing, becoming an element of high added value with social and economic potential, in industry, quality of life, and research. This conference is a stimulating and productive forum where the scientific community can work towards future cooperation in Distributed Computing and Artificial Intelligence areas. These technologies are changing constantly as a result of the large research and technical effort being undertaken in both universities and businesses. The exchange of ideas between scientists and technicians from both the academic and industry sector is essential to facilitate the development of systems that can meet the ever increasing demands of today's society.
This edition of DCAI brings together past experience, current work, and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.
The International Symposium on Distributed Computing and Artificial Intelligence 2013 (DCAI 2013) is a forum in which applications of innovative techniques for solving complex problems are presented. Artificial intelligence is changing our society. Its application in distributed environments, such as the internet, electronic commerce, environment monitoring, mobile communications, wireless devices, distributed computing, to mention only a few, is continuously increasing, becoming an element of high added value with social and economic potential, in industry, quality of life, and research. This conference is a stimulating and productive forum where the scientific community can work towards future cooperation in Distributed Computing and Artificial Intelligence areas. These technologies are changing constantly as a result of the large research and technical effort being undertaken in both universities and businesses. The exchange of ideas between scientists and technicians from both the academic and industry sector is essential to facilitate the development of systems that can meet the ever increasing demands of today's society.
This edition of DCAI brings together past experience, current work, and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.
The International Symposium on Distributed Computing and Artificial Intelligence 2013 (DCAI 2013) is a forum in which applications of innovative techniques for solving complex problems are presented. Artificial intelligence is changing our society. Its application in distributed environments, such as the internet, electronic commerce, environment monitoring, mobile communications, wireless devices, distributed computing, to mention only a few, is continuously increasing, becoming an element of high added value with social and economic potential, in industry, quality of life, and research. This conference is a stimulating and productive forum where the scientific community can work towards future cooperation in Distributed Computing and Artificial Intelligence areas. These technologies are changing constantly as a result of the large research and technical effort being undertaken in both universities and businesses. The exchange of ideas between scientists and technicians from both the academic and industry sector is essential to facilitate the development of systems that can meet the ever increasing demands of today's society.
This edition of DCAI brings together past experience, current work, and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.
Content:
Front Matter....Pages 1-17
Improving the Performance of NEAT Related Algorithm via Complexity Reduction in Search Space....Pages 1-7
Intelligent Application to Reduce Transit Accidents in a City Using Cultural Algorithms....Pages 9-17
Synchronization Policies Impact in Distributed Agent-Based Simulation....Pages 19-26
Parallel Hoeffding Decision Tree for Streaming Data....Pages 27-35
Stochastic Decentralized Routing of Unsplittable Vehicle Flows Using Constraint Optimization....Pages 37-44
Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability....Pages 45-52
OPTICS-Based Clustering of Emails Represented by Quantitative Profiles....Pages 53-60
Optimal Saving and Prudence in a Possibilistic Framework....Pages 61-68
Semantic Annotation and Retrieval of Services in the Cloud....Pages 69-77
Simulating a Team Behaviour of Affective Agents Using Robocode....Pages 79-86
Qualitative Acceleration Model: Representation, Reasoning and Application....Pages 87-94
Framework of Optimization Methodology with Use of an Intelligent Hybrid Transport Management System Based on Hopfield Network and Travelling Salesman Problem....Pages 95-102
Selecting the Shortest Itinerary in a Cloud-Based Distributed Mobility Network....Pages 103-110
Application of Genetic Algorithms to Determine Closest Targets in Data Envelopment Analysis....Pages 111-119
Odor Classification Based on Weakly Responding Sensors....Pages 121-128
A Model to Visualize Information in a Complex Streets’ Network....Pages 129-136
Case-Based Reasoning Applied to Medical Diagnosis and Treatment....Pages 137-146
Multiple Agents for Data Processing....Pages 147-154
Migrants Selection and Replacement in Distributed Evolutionary Algorithms for Dynamic Optimization....Pages 155-162
Ubiquitous Computing to Lower Domestic Violence Rate Based on Emotional Support Social Network (Redsiam)....Pages 163-170
Multiobjective Local Search Techniques for Evolutionary Polygonal Approximation....Pages 171-178
GSched: An Efficient Scheduler for Hybrid CPU-GPU HPC Systems....Pages 179-185
Comparison of K-Means and Fuzzy C-Means Data Mining Algorithms for Analysis of Management Information: An Open Source Case....Pages 187-195
Mobile-Based Distributed System for Managing Abandoned or Lost Pets....Pages 197-200
Robust Optimization of Intradomain Routing Using Evolutionary Algorithms....Pages 201-208
A MAS for Teaching Computational Logic....Pages 209-217
Fast Post-Disaster Emergency Vehicle Scheduling....Pages 219-226
Creating GPU-Enabled Agent-Based Simulations Using a PDES Tool....Pages 227-234
Agent and Knowledge Models for a Distributed Imaging System....Pages 235-242
DPS: Overview of Design Pattern Selection Based on MAS Technology....Pages 243-250
Representing Motion Patterns with the Qualitative Rectilinear Projection Calculus....Pages 251-258
Event Management Proposal for Distribution Data Service Standard....Pages 259-266
Trajectory Optimization under Changing Conditions through Evolutionary Approach and Black-Box Models with Refining....Pages 267-274
Modelling Agents’ Risk Perception....Pages 275-282
On the Use of PSO with Weights Adaptation in Concurrent Multi-issue Negotiations....Pages 283-290
Monitoring Weight and Physical Activity Using an AmI Setting....Pages 291-298
An Emotional Aware Architecture to Support Facilitator in Group Idea Generation Process....Pages 299-306
Social Networks Gamification for Sustainability Recommendation Systems....Pages 307-315
Web-Based Solution for Acquisition, Processing, Archiving and Diffusion of Endoscopy Studies....Pages 317-324
Texture Classification with Neural Networks....Pages 325-332
A Context Aware Architecture to Support People with Partial Visual Impairments....Pages 333-340
Automatic Prediction of Poisonous Mushrooms by Connectionist Systems....Pages 341-349
Adaptive Learning in Games: Defining Profiles of Competitor Players....Pages 351-359
Associative Learning for Enhancing Autonomous Bots in Videogame Design....Pages 361-368
An Integral System Based on Open Organization of Agents for Improving the Labour Inclusion of Disabled People....Pages 369-376
+Cloud: An Agent-Based Cloud Computing Platform....Pages 377-384
Representation of Propositional Data for Collaborative Filtering....Pages 385-392
Face Identification by Real-Time Connectionist System....Pages 393-400
QoS Synchronization of Web Services: A Multi Agent-Based Model....Pages 401-408
Comparing Basic Design Options for Management Accounting Systems with an Agent-Based Simulation....Pages 409-418
Potential Norms Detection in Social Agent Societies....Pages 419-428
Collision Avoidance of Mobile Robots Using Multi-Agent Systems....Pages 429-437
Multi-agent Architecture for Intelligent Insurance Systems....Pages 439-447
Evaluation Framework for Statistical User Models....Pages 449-456
Agent Mediated Electronic Market Enhanced with Ontology Matching Services and Emergent Social Networks....Pages 457-464
Semantic Multi-agent Architecture to Road Traffic Information Retrieval on the Web of Data....Pages 465-472
Personalised Advertising Supported by Agents....Pages 473-481
Two Approaches to Bounded Model Checking for a Soft Real-Time Epistemic Computation Tree Logic....Pages 483-491
Towards an AOSE: Game Development Methodology....Pages 493-501
Periodic Chemotherapy Dose Schedule Optimization Using Genetic Algorithm....Pages 503-511
Mobile-Agent Based Delay-Tolerant Network Architecture for Non-critical Aeronautical Data Communications....Pages 513-520
A Preliminary Study on Early Diagnosis of Illnesses Based on Activity Disturbances....Pages 521-527
Towards an Adaptable Mobile Agents’ Management System....Pages 529-536
Glove-Based Input for Reusing Everyday Objects as Interfaces in Smart Environments....Pages 537-544
Suboptimal Restraint Use as an Emergent Norm via Social Influence....Pages 545-552
Implementing MAS Agreement Processes Based on Consensus Networks....Pages 553-560
Agent-Based Interoperability for e-Government....Pages 561-568
Context- and Social-Aware User Profiling for Audiovisual Recommender Systems....Pages 569-577
Current Trends in Bio-Ontologies and Data Integration....Pages 579-586
Challenges in Development of Real Time Multi-Robot System Using Behaviour Based Agents....Pages 587-595
Application of Hybrid Agents to Smart Energy Management of a Prosumer Node....Pages 597-607
Structuring and Exploring the Biomedical Literature Using Latent Semantics....Pages 609-616
Upper Ontology for Multi-Agent Energy Systems’ Applications....Pages 617-624
A Practical Mobile Robot Agent Implementation Based on a Google Android Smartphone....Pages 625-632
Cloud-Based Platform to Labor Integration of Deaf People....Pages 633-640
Erratum: Mobile-Agent Based Delay-Tolerant Network Architecture for Non-critical Aeronautical Data Communications....Pages E1-E1
Back Matter....Pages 1-3
The International Symposium on Distributed Computing and Artificial Intelligence 2013 (DCAI 2013) is a forum in which applications of innovative techniques for solving complex problems are presented. Artificial intelligence is changing our society. Its application in distributed environments, such as the internet, electronic commerce, environment monitoring, mobile communications, wireless devices, distributed computing, to mention only a few, is continuously increasing, becoming an element of high added value with social and economic potential, in industry, quality of life, and research. This conference is a stimulating and productive forum where the scientific community can work towards future cooperation in Distributed Computing and Artificial Intelligence areas. These technologies are changing constantly as a result of the large research and technical effort being undertaken in both universities and businesses. The exchange of ideas between scientists and technicians from both the academic and industry sector is essential to facilitate the development of systems that can meet the ever increasing demands of today's society.
This edition of DCAI brings together past experience, current work, and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.
Content:
Front Matter....Pages 1-17
Improving the Performance of NEAT Related Algorithm via Complexity Reduction in Search Space....Pages 1-7
Intelligent Application to Reduce Transit Accidents in a City Using Cultural Algorithms....Pages 9-17
Synchronization Policies Impact in Distributed Agent-Based Simulation....Pages 19-26
Parallel Hoeffding Decision Tree for Streaming Data....Pages 27-35
Stochastic Decentralized Routing of Unsplittable Vehicle Flows Using Constraint Optimization....Pages 37-44
Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability....Pages 45-52
OPTICS-Based Clustering of Emails Represented by Quantitative Profiles....Pages 53-60
Optimal Saving and Prudence in a Possibilistic Framework....Pages 61-68
Semantic Annotation and Retrieval of Services in the Cloud....Pages 69-77
Simulating a Team Behaviour of Affective Agents Using Robocode....Pages 79-86
Qualitative Acceleration Model: Representation, Reasoning and Application....Pages 87-94
Framework of Optimization Methodology with Use of an Intelligent Hybrid Transport Management System Based on Hopfield Network and Travelling Salesman Problem....Pages 95-102
Selecting the Shortest Itinerary in a Cloud-Based Distributed Mobility Network....Pages 103-110
Application of Genetic Algorithms to Determine Closest Targets in Data Envelopment Analysis....Pages 111-119
Odor Classification Based on Weakly Responding Sensors....Pages 121-128
A Model to Visualize Information in a Complex Streets’ Network....Pages 129-136
Case-Based Reasoning Applied to Medical Diagnosis and Treatment....Pages 137-146
Multiple Agents for Data Processing....Pages 147-154
Migrants Selection and Replacement in Distributed Evolutionary Algorithms for Dynamic Optimization....Pages 155-162
Ubiquitous Computing to Lower Domestic Violence Rate Based on Emotional Support Social Network (Redsiam)....Pages 163-170
Multiobjective Local Search Techniques for Evolutionary Polygonal Approximation....Pages 171-178
GSched: An Efficient Scheduler for Hybrid CPU-GPU HPC Systems....Pages 179-185
Comparison of K-Means and Fuzzy C-Means Data Mining Algorithms for Analysis of Management Information: An Open Source Case....Pages 187-195
Mobile-Based Distributed System for Managing Abandoned or Lost Pets....Pages 197-200
Robust Optimization of Intradomain Routing Using Evolutionary Algorithms....Pages 201-208
A MAS for Teaching Computational Logic....Pages 209-217
Fast Post-Disaster Emergency Vehicle Scheduling....Pages 219-226
Creating GPU-Enabled Agent-Based Simulations Using a PDES Tool....Pages 227-234
Agent and Knowledge Models for a Distributed Imaging System....Pages 235-242
DPS: Overview of Design Pattern Selection Based on MAS Technology....Pages 243-250
Representing Motion Patterns with the Qualitative Rectilinear Projection Calculus....Pages 251-258
Event Management Proposal for Distribution Data Service Standard....Pages 259-266
Trajectory Optimization under Changing Conditions through Evolutionary Approach and Black-Box Models with Refining....Pages 267-274
Modelling Agents’ Risk Perception....Pages 275-282
On the Use of PSO with Weights Adaptation in Concurrent Multi-issue Negotiations....Pages 283-290
Monitoring Weight and Physical Activity Using an AmI Setting....Pages 291-298
An Emotional Aware Architecture to Support Facilitator in Group Idea Generation Process....Pages 299-306
Social Networks Gamification for Sustainability Recommendation Systems....Pages 307-315
Web-Based Solution for Acquisition, Processing, Archiving and Diffusion of Endoscopy Studies....Pages 317-324
Texture Classification with Neural Networks....Pages 325-332
A Context Aware Architecture to Support People with Partial Visual Impairments....Pages 333-340
Automatic Prediction of Poisonous Mushrooms by Connectionist Systems....Pages 341-349
Adaptive Learning in Games: Defining Profiles of Competitor Players....Pages 351-359
Associative Learning for Enhancing Autonomous Bots in Videogame Design....Pages 361-368
An Integral System Based on Open Organization of Agents for Improving the Labour Inclusion of Disabled People....Pages 369-376
+Cloud: An Agent-Based Cloud Computing Platform....Pages 377-384
Representation of Propositional Data for Collaborative Filtering....Pages 385-392
Face Identification by Real-Time Connectionist System....Pages 393-400
QoS Synchronization of Web Services: A Multi Agent-Based Model....Pages 401-408
Comparing Basic Design Options for Management Accounting Systems with an Agent-Based Simulation....Pages 409-418
Potential Norms Detection in Social Agent Societies....Pages 419-428
Collision Avoidance of Mobile Robots Using Multi-Agent Systems....Pages 429-437
Multi-agent Architecture for Intelligent Insurance Systems....Pages 439-447
Evaluation Framework for Statistical User Models....Pages 449-456
Agent Mediated Electronic Market Enhanced with Ontology Matching Services and Emergent Social Networks....Pages 457-464
Semantic Multi-agent Architecture to Road Traffic Information Retrieval on the Web of Data....Pages 465-472
Personalised Advertising Supported by Agents....Pages 473-481
Two Approaches to Bounded Model Checking for a Soft Real-Time Epistemic Computation Tree Logic....Pages 483-491
Towards an AOSE: Game Development Methodology....Pages 493-501
Periodic Chemotherapy Dose Schedule Optimization Using Genetic Algorithm....Pages 503-511
Mobile-Agent Based Delay-Tolerant Network Architecture for Non-critical Aeronautical Data Communications....Pages 513-520
A Preliminary Study on Early Diagnosis of Illnesses Based on Activity Disturbances....Pages 521-527
Towards an Adaptable Mobile Agents’ Management System....Pages 529-536
Glove-Based Input for Reusing Everyday Objects as Interfaces in Smart Environments....Pages 537-544
Suboptimal Restraint Use as an Emergent Norm via Social Influence....Pages 545-552
Implementing MAS Agreement Processes Based on Consensus Networks....Pages 553-560
Agent-Based Interoperability for e-Government....Pages 561-568
Context- and Social-Aware User Profiling for Audiovisual Recommender Systems....Pages 569-577
Current Trends in Bio-Ontologies and Data Integration....Pages 579-586
Challenges in Development of Real Time Multi-Robot System Using Behaviour Based Agents....Pages 587-595
Application of Hybrid Agents to Smart Energy Management of a Prosumer Node....Pages 597-607
Structuring and Exploring the Biomedical Literature Using Latent Semantics....Pages 609-616
Upper Ontology for Multi-Agent Energy Systems’ Applications....Pages 617-624
A Practical Mobile Robot Agent Implementation Based on a Google Android Smartphone....Pages 625-632
Cloud-Based Platform to Labor Integration of Deaf People....Pages 633-640
Erratum: Mobile-Agent Based Delay-Tolerant Network Architecture for Non-critical Aeronautical Data Communications....Pages E1-E1
Back Matter....Pages 1-3
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