RCIN and OZwRCIN projects

Object

Title: Genetic granular classifiers in modeling software quality

Creator:

Pedrycz, Witold (1953– ) ; Succi, Giancarlo

Date issued/created:

2003

Resource type:

Tekst

Subtitle:

Raport Badawczy = Research Report ; RB/5/2003

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Description:

15 stron ; 21 cm ; Bibliografia s. 14-15

Abstract:

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.)

Relation:

Raport Badawczy = Research Report

Detailed Resource Type:

Raport

Resource Identifier:

oai:rcin.org.pl:129965

Source:

RB-2003-05

Language:

eng

Language of abstract:

eng

Rights:

Licencja Creative Commons Uznanie autorstwa 4.0

Terms of use:

Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -

Digitizing institution:

Instytut Badań Systemowych Polskiej Akademii Nauk

Original in:

Biblioteka Instytutu Badań Systemowych PAN

Projects co-financed by:

Program Operacyjny Polska Cyfrowa, lata 2014-2020, Działanie 2.3 : Cyfrowa dostępność i użyteczność sektora publicznego; środki z Europejskiego Funduszu Rozwoju Regionalnego oraz współfinansowania krajowego z budżetu państwa

Access:

Otwarty

Object collections:

Last modified:

Oct 19, 2021

In our library since:

Jun 30, 2020

Number of object content downloads / hits:

57

All available object's versions:

https://www.rcin.org.pl/publication/162690

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