Raport Badawczy = Research Report ; RB/5/2003
Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
15 pages ; 21 cm ; Bibliography p. 14-15
The paper deals with Hyberbox classifiers. The proposed design process of hyperboxes comprises of two main phases. In the first phase, a collection of “seeds” of he hyperboxes is formed through data clustering (realized by means of the Fuzzy C-Means algorithm, FCM). In the second phase, the hyperboxes are ‘grown” by applying mechanisms of genetic optimization (and genetic algorithm, in particular). Revealed how the underlying geometry of the hyperboxes supports an immediate interpretation of software data concerning software maintenance and dealing with rules describing a number of changes made to software modules and their linkages with various software measures (such as size of code, McCabe cyclomatic complexity, number of comments, number of characters, etc.)
Raport Badawczy = Research Report
Creative Commons Attribution BY 4.0 license
Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Systems Research Institute of the Polish Academy of Sciences
Library of Systems Research Institute PAS
Oct 19, 2021
Jun 30, 2020
73
https://rcin.org.pl./publication/162690
Edition name | Date |
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RB-2003-05 : Pedrycz Witold, Succi Giancarlo : Genetic granular classifiers in modeling software quality | Oct 19, 2021 |
Pedrycz, Witold (1953– ) Shai, Ofer Succi, Giancarlo
Mażbic-Kulma, Barbara Stańczak, Jarosław Sęp, Krzysztof
Novotny, Antonio Szulc, Katarzyna Żochowski, Antoni
Stańczak, Jarosław