Intelligent Distributed Computing XII

• Corporate Author: SpringerLink (Online service)
• Other Authors: Del Ser, Javier (Editor, http://id.loc.gov/vocabulary/relators/edt), Osaba, Eneko (Editor, http://id.loc.gov/vocabulary/relators/edt), Bilbao, Miren Nekane (Editor, http://id.loc.gov/vocabulary/relators/edt), Sanchez-Medina, Javier J. (Editor, http://id.loc.gov/vocabulary/relators/edt), Vecchio, Massimo (Editor, http://id.loc.gov/vocabulary/relators/edt), Yang, Xin-She (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Studies in Computational Intelligence, 798
• Subjects: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

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...

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.