Intelligent Distributed Computing XI

This book presents a collection of contributions addressing recent advances and research in synergistic combinations of topics in the joint fields of intelligent computing and distributed computing. It focuses on the following specific topics: distributed data mining and machine learning, reasoning...

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Corporate Author: SpringerLink (Online service)
Other Authors: Ivanović, Mirjana (Editor), Bădică, Costin (Editor), Dix, Jürgen (Editor), Jovanović, Zoran (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Studies in Computational Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Part I: Distributed Algorithms and Optimization
  • A Performance Analysis of Self-* Evolutionary Algorithms on Networks with Correlated Failures
  • Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed
  • Heuristic of Anticipation for Fair Scheduling and Resource Allocation in Grid VOs
  • On the Applications of Dijkstra's Shortest Path Algorithm in Software Defined Networks
  • Part II: Reasoning and Decision Making in Distributed Environments
  • Towards a Paraconsistent Approach to Actions in Distributed Information-Rich Environments
  • A Modified Vickrey Auction with Regret Minimization for Uniform Alliance Decisions
  • Lightweight Cooperative Self-Localization as Support to Traffic Regulation for Autonomous Car Driving
  • A New Approach for Vertical Handover between LTE and WLAN Based on Fuzzy Logic and Graph Theory
  • Part III: Multi-agent Systems
  • Programming the Interaction Space Effectively with ReSpecTX
  • Multi-Agent System to Design Next Generation of Airborne Platform
  • A Drone-based Building Inspection System using Software-Agents
  • Part IV: Data Analysis, Mining and Integration
  • Connecting Social Media Data with Observed Hybrid Data for Environment Monitoring
  • EUStress: a Human Behaviour Analysis System for Monitoring and Assessing Stress during Exams
  • Post Sharing-based Credibility Network for Social Network
  • Ontological Hybrid Storage for Security Data
  • Part V: Machine Learning
  • Wind Power Production Forecasting using Ant Colony Optimization and Extreme Learning Machines
  • Convolutional Neural Networks for Four-Class Motor Imagery Data Classification
  • Binary Classification of Images for Applications in Intelligent 3D Scanning
  • Part VI: Internet of Things and Cloud Computing
  • Context Aware Resource and Service Provisioning Management in Fog Computing Systems
  • An Argumentative Approach to Smart Home Office Ambient Lighting
  • A Recommender System Based on Hierarchical Clustering for Cloud e-Learning
  • A Taxonomy of Anomalies in Distributed Cloud Systems: The CRI-Model
  • Modeling and Analysis of IoT Energy Resource Exhaustion Attacks
  • Part VII: Service-based Distributed Systems
  • Service Discovery in Megascale Distributed Systems
  • Context-Aware Access Control Model for Services Provided from Cloud Computing
  • Reference Architecture for Self-Adaptive Microservice Systems
  • Part VIII: WASA 2017 (7th Workshop on Applications of Software Agents)
  • Agent-Based Computing in the Internet of Things: a Survey
  • Teaching, Learning and Assessment of Agents and Robotics in a Computer Science Curriculum