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Description
  • The goal of the project is to contribute to theoretical analysis of distributed computational systems (which include systems applied used in so called softcomputing such as neural networks, kernel, radial and fuzzy models) and to apply theoretical results to design of hybrid machine-learning algorithms, to realize software implementation of these algorithms and to verify their efficiency on infrastructure data. (en)
  • Cílem projektu je vývoj teorie složitosti inteligentních distribuovaných výpočetních systémů, návrh algoritmů jejich učení, softwarová implementace těchto algoritmů a jejich testování na datech z oblasti infrastruktury. (cs)
Title
  • Analýza inteligentních distribuovaných výpočetních systémů (cs)
  • Analysis of Intelligent Computational Distributed Systems (en)
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  • computational intelligence; softcomputing; neural networks; kernel; radial and fuzzy models; model complexity; learning algorithms (en)
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