Intelligent Distributed Computing VIII

1. Cloud and Grid Computing

   1. Improving Grid Nodes Coalitions by Using Reputation

      • Pasquale De Meo, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné

      Pages 137-146

   2. User-Centric Cloud Intermediation Services

      • Luís Nogueira, Jorge Coelho

      Pages 147-153

   3. Multi-agent Negotiation of Decentralized Energy Production in Smart Micro-grid

      • Alba Amato, Beniamino Di Martino, Marco Scialdone, Salvatore Venticinque

      Pages 155-160

   4. Towards Elastic Component-Based Cloud Applications

      • Alexander Pokahr, Lars Braubach

      Pages 161-171

2. Clustering and Classification

   1. Front Matter

      Pages 173-173

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   2. Mixed Clustering Methods to Forecast Baseball Trends

      • Héctor D. Menéndez, Miguel Vázquez, David Camacho

      Pages 175-184

   3. SACOC:A Spectral-Based ACO Clustering Algorithm

      • Héctor D. Menéndez, Fernando E. B. Otero, David Camacho

      Pages 185-194

   4. Anomalous Web Payload Detection: Evaluating the Resilience of 1-Grams Based Classifiers

      • Sergio Pastrana, Carmen Torrano-Gimenez, Hai Than Nguyen, Agustín Orfila

      Pages 195-200

   5. Online Gamers Classification Using K-means

      • Fernando Palero, Cristian Ramirez-Atencia, David Camacho

      Pages 201-208

3. Linked, Open and Big Data

   1. Front Matter

      Pages 209-209

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   2. Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database

      • Ana I. Torre-Bastida, Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez

      Pages 211-221

   3. Time-Frequency Social Data Analytics for Understanding Social Big Data

      • Duc T. Nguyen, Dosam Hwang, Jason J. Jung

      Pages 223-228

   4. Modeling Open Accessibility Data of Public Transport

      • Paloma Cáceres, Almudena Sierra-Alonso, Carlos E. Cuesta, Belén Vela, José María Cavero

      Pages 229-236

4. Machine Learning

   1. Front Matter

      Pages 237-237

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   2. A Machine Learning Attack against the Civil Rights CAPTCHA

      • Carlos Javier Hernández-Castro, David F. Barrero, María D. R-Moreno

      Pages 239-248

   3. Regression from Distributed Data Sources Using Discrete Neighborhood Representations and Modified Stalked Generalization Models

      • Héctor Allende-Cid, Claudio Moraga, Héctor Allende, Raúl Monge

      Pages 249-258

   4. On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks

      • Esther Villar-Rodriguez, Javier Del Ser, Sancho Salcedo-Sanz

      Pages 259-268

   5. A Study of Machine Learning Techniques for Daily Solar Energy Forecasting Using Numerical Weather Models

      • Ricardo Aler, Ricardo Martín, José M. Valls, Inés M. Galván

      Pages 269-278

   6. AGGE: A Novel Method to Automatically Generate Rule Induction Classifiers Using Grammatical Evolution

      • Romaissaa Mazouni, Abdellatif Rahmoun

      Pages 279-288

5. P2P, Self-Organized and Ubiquitous Systems

   1. Front Matter

      Pages 289-289

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This book represents the combined peer-reviewed proceedings of the Eight International Symposium on Intelligent Distributed Computing - IDC'2014, of the Workshop on Cyber Security and Resilience of Large-Scale Systems - WSRL-2014, and of the Sixth International Workshop on Multi-Agent Systems Technology and Semantics- MASTS-2014. All the events were held in Madrid, Spain, during September 3-5, 2014. The 47 contributions published in this book address several topics related to theory and applications of the intelligent distributed computing and multi-agent systems, including: agent-based data processing, ambient intelligence, collaborative systems, cryptography and security, distributed algorithms, grid and cloud computing, information extraction, knowledge management, big data and ontologies, social networks, swarm intelligence or videogames amongst others.

• Computational Intelligence
• Distributed Computing
• High-Performance Architectures
• IDC
• Intelligent Computing
• Intelligent Distributed Computing

• Computer Science Department, Technical School of Engineering, Universidad Autónoma de Madrid, Madrid, Spain

  David Camacho

• University of Hamburg, Hamburg, Germany

  Lars Braubach

• Department of Industrial and Information Engineering, Second University of Naples, Aversa, Italy

  Salvatore Venticinque

• Software Engineering Department, Faculty of Automatics, Computers and Ele, University of Craiova, Craiova, Romania

  Costin Badica

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