Intelligent Distributed Computing XII

Inbunden, Engelska, 2018

AvJavier Del Ser,Eneko Osaba,Miren Nekane Bilbao,Javier J. Sanchez-Medina,Massimo Vecchio,Xin-She Yang

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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.

Produktinformation

Utgivningsdatum2018-09-15
Mått155 x 235 x 31 mm
Vikt857 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor448
Upplaga18001
FörlagSpringer International Publishing AG
ISBN9783319996257

Tillhör följande kategorier

Artificiell intelligens inom Data och it
Nätverk och kommunikation inom Data och it

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.