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Creator:
Takac, Alexandra
Format:
bez média and svazek
Type:
model:article and TEXT
Subject:
genetic programming , cellular genetic algorithms , data mining , classification , evolutionary algorithms , knowledge discovery in databases , and machine learning
Language:
English
Description:
The focus of this paper is the application of the genetic programming
framework in the problem of knowledge discovery in databases, more precisely in the task of classification. Genetic programming possesses certain advantages that make it suitable for application in data mining, such as robustness of the algorithm or its convenient structure for rule generation to name a few. This study concentrates on one type of parallel genetic algorithms - cellular (diffusion) model. Emphasis is placed on the improvement of efficiency and scalability of the data mining algorithm, which could be achieved by integrating the algorithm with databases and employing a cellular framework. The cellular model of genetic programming that exploits SQL queries is implemented and applied to the classification task. The results achieve are presented and compared with other machine learning algorithms.
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Creator:
Dekanovský, Václav
Format:
bez média and svazek
Type:
model:article and TEXT
Language:
English
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Creator:
Hana Beránková Hana Beránková and Vojtěch Šícha
Format:
print , bez média , and svazek
Type:
article , zprávy , reports , model:article , and TEXT
Subject:
Historická věda. Pomocné vědy historické. Archivnictví , Slovenská akadémia vied. , Historický ústav , knihověda , literární věda , Češi a Slováci , bibliology , literary studies , Czechs and Slovaks , 8 , and 930
Language:
Czech
Description:
Hana Beránková, Vojtěch Šícha.
Rights:
http://creativecommons.org/licenses/by-nc-sa/4.0/ and policy:public
Creator:
Horňák, Pavol
Format:
bez média and svazek
Type:
model:article and TEXT
Language:
Czech
Rights:
http://creativecommons.org/licenses/by-nc-sa/4.0/ and policy:public
Creator:
Malura, Jan
Format:
bez média and svazek
Type:
model:article and TEXT
Language:
Czech
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Creator:
Žďárská, Jana
Format:
bez média and svazek
Type:
model:article and TEXT
Language:
Czech
Rights:
http://creativecommons.org/licenses/by-nc-sa/4.0/ and policy:public
Creator:
Svoboda, Luděk
Format:
print , bez média , and svazek
Type:
article , zprávy , model:article , and TEXT
Subject:
Věda. Všeobecnosti. Základy vědy a kultury. Vědecká práce , Hrubec, Marek , 1968- , ceny a vyznamenání , věda , výzkum a vývoj , awards , science , research and development , 12 , and 00
Language:
Czech
Description:
Luděk Svoboda. and Autor je podepsaný šifrou "Lsd"
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Creator:
Marina Hužvárová , Svoboda, Luděk , and Adámková, Gabriela
Format:
print , bez média , and svazek
Type:
article , články , model:article , and TEXT
Subject:
Věda. Všeobecnosti. Základy vědy a kultury. Vědecká práce , Švejnar, Jan , 1952- , Institute for the Study of Labor (Bonn, Německo) , Forschungsinstitut zur Zukunft der Arbeit , věda a společnost , ceny , ekonomie , ekonomové , science and society , awards , economics , economists , ekonomie práce , 12 , and 00
Language:
Czech
Description:
Marina Hužvárová, Luděk Svoboda, Gabriela Adámková.
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Format:
print , bez média , and svazek
Type:
article , zprávy , model:article , and TEXT
Subject:
Věda. Všeobecnosti. Základy vědy a kultury. Vědecká práce , ceny a vyznamenání , překlady , překladatelství , awards , translations , translating , Česko , Czechia , 12 , and 00
Language:
Czech
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public
Creator:
Svoboda, Luděk
Format:
print , bez média , and svazek
Type:
article , zprávy , model:article , and TEXT
Subject:
Věda. Všeobecnosti. Základy vědy a kultury. Vědecká práce , ceny a vyznamenání , věda , awards , science , Česko , Czechia , 12 , and 00
Language:
Czech
Description:
Luděk Svoboda. and Autor je podepsaný šifrou "Isd"
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public