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...

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Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Studies in Computational Intelligence, 798
Témata:
Computational intelligence.
Artificial intelligence.
ISBN:9783319996264
ISSN:1860-949X ;
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Obsah:
  • 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.

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