Intelligent Distributed Computing XII
This book gathers a wealth of research contributions on recent advances in intelligent and distributed computing, and which present both architectural and algorithmic findings in these fields. A major focus is placed on new techniques and applications for evolutionary computation, swarm intelligence...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2018, 2018
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| Edition: | 1st ed. 2018 |
| Series: | Studies in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I: Main Track
- Long distance in-links for ranking enhancement
- Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency
- Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures
- Slot Co-allocation Optimization in Distributed Computing with Heterogeneous Resources
- About Designing an Observer Pattern-Based Architecture for a Multi-Objective Metaheuristic Optimization Framework
- Scalable Inference of Gene Regulatory Networks with the Spark Distributed Computing Platform
- Finding Best Compiler Options for Critical Software Using Parallel Algorithms
- Drift Detection over Non-stationary Data Streams using Evolving Spiking Neural Networks
- Part II: Energy
- A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms
- Bio-inspired approximation to MPPT under real irradiation conditions
- Part III: Industry
- Decision Making in Industry 4.0 Scenarios supported by Imbalanced Data Classification