04246nam 22005895 450 991029991090332120200703064623.03-319-99626-610.1007/978-3-319-99626-4(CKB)4100000006674857(DE-He213)978-3-319-99626-4(MiAaPQ)EBC6297005(PPN)231457332(EXLCZ)99410000000667485720181027d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierIntelligent Distributed Computing XII /edited by Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sanchez-Medina, Massimo Vecchio, Xin-She Yang1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XV, 448 p. 108 illus.) Studies in Computational Intelligence,1860-949X ;7983-319-99625-8 Includes bibliographical references and index.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.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, multi-agent systems, multi-criteria optimization and Deep/Shallow machine learning models, all of which are approached as technological drivers to enable autonomous reasoning and decision-making in complex distributed environments. Part of the book is also devoted to new scheduling and resource allocation methods for distributed computing systems. The book represents the peer-reviewed proceedings of the 12th International Symposium on Intelligent Distributed Computing (IDC 2018), which was held in Bilbao, Spain, from October 15 to 17, 2018.Studies in Computational Intelligence,1860-949X ;798Computational intelligenceArtificial intelligenceComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.004.36Del Ser Javieredthttp://id.loc.gov/vocabulary/relators/edtOsaba Enekoedthttp://id.loc.gov/vocabulary/relators/edtBilbao Miren Nekaneedthttp://id.loc.gov/vocabulary/relators/edtSanchez-Medina Javier Jedthttp://id.loc.gov/vocabulary/relators/edtVecchio Massimoedthttp://id.loc.gov/vocabulary/relators/edtYang Xin-Sheedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910299910903321Intelligent Distributed Computing XII2537960UNINA