Intelligent Distributed Computing IX: Proceedings of the 9th International Symposium on Intelligent Distributed Computing – IDC'2015, Guimarães, Portugal, October 2015

✍ Scribed by Paulo Novais, David Camacho, Cesar Analide, Amal El Fallah Seghrouchni, Costin Badica (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 500
• Series: Studies in Computational Intelligence 616
• Edition: 1
• Category: Library

✦ Synopsis

This book represents the combined peer-reviewed proceedings of the ninth International Symposium on Intelligent Distributed Computing – IDC’2015, of the Workshop on Cyber Security and Resilience of Large-Scale Systems – WSRL’2015, and of the International Workshop on Future Internet and Smart Networks – FI&SN’2015. All the events were held in Guimarães, Portugal during October 7th-9th, 2015. The 46 contributions published in this book address many topics related to theory and applications of intelligent distributed computing, including: Intelligent Distributed Agent-Based Systems, Ambient Intelligence and Social Networks, Computational Sustainability, Intelligent Distributed Knowledge Representation and Processing, Smart Networks, Networked Intelligence and Intelligent Distributed Applications, amongst others.

✦ Table of Contents

Front Matter....Pages i-xviii
Front Matter....Pages 1-1
A Distributed Approach to Computational Creativity....Pages 3-12
Evolutionary Algorithms: Perspectives on the Evolution of Parallel Models....Pages 13-22
Front Matter....Pages 23-23
Agents and Ontologies for a Smart Management of Heterogeneous Data: The IndianaMas System....Pages 25-36
Scrutable Multi-agent Hazard Rescue System....Pages 37-47
From Virtual to Real, Human Interaction as a Validation Process for IVEs....Pages 49-59
MAESTROS: Multi-Agent Simulation of Rework in Open Source Software....Pages 61-73
A CBR Approach to Allocate Computational Resources Within a Cloud Platform....Pages 75-84
A Multi-agent Strategic Planning System Based on Blackboard....Pages 85-91
Reliable Interaction in Multiagent Systems....Pages 93-99
Fault Tolerant Automated Task Execution in a Multi-robot System....Pages 101-107
Front Matter....Pages 109-109
Analysis of Mental Fatigue and Mood States in Workplaces....Pages 111-119
Agent-Based Simulation of Crowds in Indoor Scenarios....Pages 121-130
Forming Homogeneous Classes for e-Learning in a Social Network Scenario....Pages 131-141
Social-Based Arcs Weight Assignment in Trust Networks....Pages 143-152
Front Matter....Pages 153-153
Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms....Pages 155-165
GAMPP: Genetic Algorithm for UAV Mission Planning Problems....Pages 167-176
FSP Modeling of a Generic Distributed Swarm Computing Framework....Pages 177-186
Front Matter....Pages 187-187
Heuristic-Based Job Flow Allocation in Distributed Computing....Pages 189-198
A Data Processing Framework for Distributed Embedded Systems....Pages 199-209
A Distributed Reputation-Based Framework to Support Communication Resources Sharing....Pages 211-221
Front Matter....Pages 187-187
Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach....Pages 223-232
Front Matter....Pages 233-233
Towards Semi-automated Parallelization of Data Stream Processing....Pages 235-245
Optimizing Satisfaction in a Multi-courses Allocation Problem....Pages 247-256
Improving the Categorization of Web Sites by Analysis of Html-Tags Statistics to Block Inappropriate Content....Pages 257-263
Distributed Architecture of Data Analysis System Based on Formal Concept Analysis Approach....Pages 265-271
Front Matter....Pages 273-273
Self-Optimizing A Multi-Agent Scheduling System: A Racing Based Approach....Pages 275-284
Collaborative Filtering with Hybrid Clustering Integrated Method to Address New-Item Cold-Start Problem....Pages 285-296
Applying Reinforcement Learning in Formation Control of Agents....Pages 297-307
Context Time-Sequencing for Machine Learning and Sustainability Optimization....Pages 309-318
Front Matter....Pages 319-319
Intelligent Distributed Systems for Rural Areas....Pages 321-331
Intelligible Data Metrics for Ambient Sensorization and Gamification....Pages 333-342
Hierarchical Architecture for Robust People Detection by Fusion of Infrared and Visible Video....Pages 343-351
Front Matter....Pages 353-353
Recommendations with Personality Traits Extracted from Text Reviews....Pages 355-364
A Framework for the Automation of Multimodalbrain Connectivity Analyses....Pages 365-373
Emotion Effects on Online Learning....Pages 375-385
A Reasoning Module for Distributed Clinical Decision Support Systems....Pages 387-397
Front Matter....Pages 399-399
2nd Workshop on Cyber Security and Resilience of Large-Scale Systems....Pages 401-401
A Semantic Driven Approach for Consistency Verification Between Requirements and FMEA....Pages 403-413
An Analytical Approach for Optimal Resilience Management in Future ATM Systems....Pages 415-425
Enabling Convergence of Physical and Logical Security Through Intelligent Event Correlation....Pages 427-437
Front Matter....Pages 399-399
Model-Based Vulnerability Assessment of Self-Adaptive Protection Systems....Pages 439-449
Forensic Data Analysis Challenges in Large Scale Systems....Pages 451-457
Front Matter....Pages 459-459
International Workshop on Future Internet and Smart Networks....Pages 461-461
People-Centric Internet of Things—Challenges, Approach, and Enabling Technologies....Pages 463-474
SDN-Based Service Delivery in Smart Environments....Pages 475-484
Automated Network Resilience Optimization Using Computational Intelligence Methods....Pages 485-495
An Automated Framework for the Management of P2P Traffic in ISP Infrastructures....Pages 497-507
A Geographic Opportunistic Forwarding Strategy for Vehicular Named Data Networking....Pages 509-521

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet)