Korbicz, Józef - red. ; Uciński, Dariusz - red.
In this paper we present a method for evaluating the importance of GO terms which compose multi-attribute rules. The rules are generated for the purpose of biological interpretation of gene groups. Each multi-attribute rule is a combination of GO terms and, based on relationships among them, one can obtain a functional description of gene groups. We present a method which allows evaluating the influence of a given GO term on the quality of a rule and the quality of a whole set of rules ; For each GO term, we compute how big its influence on the quality of generated set of rules and therefore the quality of the obtained description is. Based on the computed quality of GO terms, we propose a new algorithm of rule induction in order to obtain a more synthetic and more accurate description of gene groups than the description obtained by initially determined rules. The obtained GO terms ranking and newly obtained rules provide additional information about the biological function of genes that compose the analyzed group of genes.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, Volume 20, Number 3 (2010) ; click here to follow the link
Biblioteka Uniwersytetu Zielonogórskiego
Sep 7, 2021
Aug 14, 2018
125
https://zbc.uz.zgora.pl/publication/54968
Fernández, Maria C. Menasalvas, Ernestina Marbán, Óskar Pena, José M. Millán, Socorro Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
Sikora, Marek Sikora, Barbara Korbicz, Józef - red. Uciński, Dariusz - red.
Bohuta-Stąpel, Halina Andrzejewska, Ewa Graczyk, Karol Rawski, Jakub Mazur, Kinga Grewling, Marek Poradzisz-Cincio, Magdalena Buck, Andrzej Roszak, Ewa Renkwitz, Alina Jężak, Justyna Gromnicki, Marcin Kufel, Agnieszka Sobczak, Marika Bartkowiak, Karolina Wojnarowski, Jacek Włodzimierz Łastowiecki, Janusz Krawczyk, Aleksandra Krystkowiak, Paulina Nowicka, Agnieszka Waszkowiak, Honorata Matyasik, Beata Cieplicka, Dana Sikora, Marta Seifer, Urszula Bochenek, Alicja Kowalczyk, Krzysztof Zychla, Katarzyna Krutulska, Kinga Myszkiewicz, Igor Szott Kardasz, Helena Muskała, Dariusz Grzesiński, Przemysłąw Koziołek, Krzysztof Kotin, Andrej Front, Magdalena Kranz, Joanna Rudiak, Robert Kalinowska, Magdalena Piórkowski, Sebastian Grzelak, Emilia Derczyńska, Monika Bilski, Łukasz