Titlebook: Intelligent Distributed Computing XII; Javier Del Ser,Eneko Osaba,Xin-She Yang Conference proceedings 2018 Springer Nature Switzerland AG

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Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measuresently manipulated to confuse them. Procedures aimed at furnishing such confusing samples exploit concrete vulnerabilities of the learning algorithm of the model at hand, by which perturbations can make a given data instance to be misclassified. In this context, the literature has so far gravitated o

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Slot Co-allocation Optimization in?Distributed Computing with?Heterogeneous Resources resources. A single slot is a time span that can be assigned to a task, which is a part of a parallel job. The job launch requires a co-allocation of a specified number of slots starting and finishing synchronously. Some existing resource co-allocation algorithms assign a job to the first set of sl

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About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimizat providing algorithms, benchmark problems, quality indicators and other related components. Most of these tools follow a monolithic architecture that frequently leads to a lack of flexibility when a user intends to add new features to the included algorithms. In this paper, we explore a different ap