Experimentální GUHA procedury

The goal of this work is a new implementation of six GUHA procedures known from LISpMiner system (4ftMiner, SD4ft-Miner, CFMiner, SDCFMiner, KLMiner, SDKLMiner) into Ferda Data Miner system environment with respect to their futher research and development. GUHA procedure automatically generates patt...

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Bibliographic Details
Main Author: Kuchař, Tomáš
Other Authors: Mrázová, Iveta
Format: Dissertation
Language:Czech
Published: 2006
Online Access:http://www.nusl.cz/ntk/nusl-269509
Description
Summary:The goal of this work is a new implementation of six GUHA procedures known from LISpMiner system (4ftMiner, SD4ft-Miner, CFMiner, SDCFMiner, KLMiner, SDKLMiner) into Ferda Data Miner system environment with respect to their futher research and development. GUHA procedure automatically generates patterns from user defined set of relevant patterns and tests if it is true in the analysed data. The output of the procedure consists of all prime patterns. The pattern is prime if it is true in the analysed data and if it does not immediately follow from the other more simple output patterns. Typical effective implementation of a GUHA procedure uses suitable database representation by bit strings. Tools were created for solving above-mentioned GUHA procedures. During works were extended options of entering the relevant questions set.