"516952" . "[84575DFF64F2]" . "Data Mining as Integration of Statistical Methods and Neural Network Technique"@en . . "RIV/47813059:19240/05:#0000178" . "The article describes the traditional and the latest statistical analysis methods in information technologies used in temporary data miners to generate forecasts of economic variables. These methods are arranged so that their basic theory is illustrated by practical examples. The article is divided into two parts. The part one gives statistical methods, presents the basic tools of data miners, reviews the problems of multivariate function approximation and introduces standard approaches to statistical analysis and forecasting. The part two presents the main tool of soft computing (neural networks) for data mining and search for input-output function of a system from the data."@en . . "Data mining jako integrace statistick\u00FDch metod a techniky neuronov\u00FDch s\u00EDt\u00ED"@cs . "Data mining jako integrace statistick\u00FDch metod a techniky neuronov\u00FDch s\u00EDt\u00ED" . . . . "data miner; neural network; soft computing"@en . . "Data Mining as Integration of Statistical Methods and Neural Network Technique"@en . "1" . "P(GA402/05/2768)" . . "Data mining jako integrace statistick\u00FDch metod a techniky neuronov\u00FDch s\u00EDt\u00ED"@cs . . "\u010Cl\u00E1nek popisuje tradi\u010Dn\u00ED a modern\u00ED statistick\u00E9 a analytick\u00E9 metody a informa\u010Dn\u00ED technologie v sou\u010Dasn\u00FDch data minerech pro generov\u00E1n\u00ED p\u0159edpov\u011Bd\u00ED ekonomick\u00FDch veli\u010Din. Sou\u010Dasn\u011B tyto metody jsou aplikov\u00E1ny na praktick\u00FDch p\u0159\u00EDkladech. \u010Cl\u00E1nek m\u00E1 dv\u011B \u010D\u00E1sti. V prvn\u00ED \u010D\u00E1sti se uv\u00E1d\u011Bj\u00ED statistick\u00E9 metody, prezentuj\u00ED se hlavn\u00ED n\u00E1stroje data miner\u016F a uv\u00E1d\u011Bj\u00ED se standardn\u00ED p\u0159\u00EDstupy ve statistick\u00E9 anal\u00FDze a navrhov\u00E1n\u00ED p\u0159edpov\u011Bd\u00ED. V druh\u00E9 \u010D\u00E1sti se prezentuje hlavn\u00ED n\u00E1stroj soft computingu (neuronov\u00E9 s\u00EDt\u011B) pro vyhled\u00E1v\u00E1n\u00ED stupn\u011B-v\u00FDstupn\u00ED funkci zkouman\u00E9ho syst\u00E9mu pomoc\u00ED vstupn\u011B-v\u00FDstupn\u00EDch dat."@cs . . . "Mar\u010Dek, Du\u0161an" . "1"^^ . "Data mining jako integrace statistick\u00FDch metod a techniky neuronov\u00FDch s\u00EDt\u00ED" . "\u010Cl\u00E1nok opisuje tradi\u010Dn\u00E9 a modern\u00E9 \u0161tatistick\u00E9 a analytick\u00E9 met\u00F3dy a informa\u010Dn\u00E9 technol\u00F3gie v s\u00FA\u010Dasn\u00FDch data mineroch pre generovanie predpoved\u00ED ekonomick\u00FDch vel\u010D\u00EDn. S\u00FA\u010Dasne tieto met\u00F3dy su aplikovan\u00E9 na praktick\u00FDch pr\u00EDkladoch. \u010Cl\u00E1nok m\u00E1 dve \u010Dasti. V prvej \u010Dasti sa uv\u00E1dzaj\u00FA \u0161tatistick\u00E9 met\u00F3dy, prezentuj\u00FA sa hlavn\u00E9 n\u00E1stroje data minerov a uv\u00E1dzaj\u00FA sa \u0161tandardn\u00E9 pr\u00EDstupy v \u0161tatistickej anal\u00FDze a v navrhovan\u00ED predpoved\u00ED. V druhej \u010Dasti sa prezentuje hlavn\u00FD n\u00E1stroj soft computigu (neur\u00F3nov\u00E9 siete) pri vyh\u013Ead\u00E1van\u00ED stupno-v\u00FDstupnej funkcie sk\u00FAman\u00E9ho syst\u00E9mu pomocou vstupno-v\u00FDstupn\u00FDch d\u00E1t." . "SK - Slovensk\u00E1 republika" . "1"^^ . "34" . . . "0323-262X" . "48-55" . . "8"^^ . "Ekonomick\u00E9 rozh\u011Bady" . "RIV/47813059:19240/05:#0000178!RIV07-GA0-19240___" . . "19240" . .