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...
| Other Authors: | , , , |
|---|---|
| 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