Complexity analysis of the fuzzy and neural network systems, models and algorithms, the comparison of various approaches, the discovery of the connections and identities between fuzzy systems and kernel models, and possibilities of data-mining of the knowledge hidden in neural networks in terms of fuzzy rules. (en)
Slozitostni analyza fuzzy systemu a neuronovych siti, jejich modelu a algoritmu, srovnani ruznych pristupu, nalezeni vztahu mezi fuzzy systemy a jadrovymi modely a moznosti ziskavani fuzzy pravidel ze znalosti ulozenych v neuronovych sitich.
New results on reduction of complexity of fuzzy systems and artificial neural networks were obtained. Theoretical results were applied to detection of micro sleeps. The results were presented at workshops,seminars and conferences CINTI and SCI. (en)
Byly získány nové výsledky v oblasti redukce složitosti fuzzy systémů a umělých neuronových sítí. Teoretické výsledky byly aplikovány v oblasti detekce mikrospánku. Výsledky byly prezentovány na workshopech a seminářích a na konferencích CINTI a SCI. (cs)