Show simple item record

dc.contributor.authorAndreou, Andreas S.en
dc.contributor.authorVogiatzis, Dimitrios G.en
dc.contributor.authorPapadopoulos, George Angelosen
dc.creatorAndreou, Andreas S.en
dc.creatorVogiatzis, Dimitrios G.en
dc.creatorPapadopoulos, George Angelosen
dc.description.abstractThis work proposes a new methodology for intelligent classification and retrieval of software components based on user-defined requirements. The classification scheme utilizes a dedicated genetic algorithm which evolves a small number of classifiers by dividing the set of available components stored in a database into certain subsets (clusters). Each classifier thus becomes the leader-representative of its cluster. When a user wishes to trace a component he/she identifies the desired characteristics (component profile) which are then compared with the characteristics of the available classifiers. The closest classifier matching the required characteristics over a user-defined threshold will result in the "winning" set of components belonging to its cluster, which are presented to the user in descending matching fitness. We have validated our methodology over a synthetic dataset of components and the results obtained were very encouraging. Last, we present the web application developed to support the proposed intelligent classification method. © 2006 IEEE.en
dc.sourceProceedings - International Computer Software and Applications Conferenceen
dc.source30th Annual International Computer Software and Applications Conference, COMPSAC 2006en
dc.subjectComputational methodsen
dc.subjectGenetic algorithmsen
dc.subjectClassification (of information)en
dc.subjectSoftware architectureen
dc.subjectData structuresen
dc.subjectClassifier matchingen
dc.subjectIntelligent classificationen
dc.subjectPattern matchingen
dc.subjectSoftware componentsen
dc.subjectSoftware testingen
dc.titleIntelligent classification and retrieval of software componentsen
dc.description.endingpage40 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied SciencesΤμήμα Πληροφορικής / Department of Computer Science
dc.type.uhtypeConference Objecten
dc.description.notes<p>Conference code: 69546en
dc.description.notesCited By :4</p>en
dc.contributor.orcidPapadopoulos, George Angelos [0000-0001-9250-4916]
dc.contributor.orcidAndreou, Andreas S. [0000-0001-7104-2097]

Files in this item


There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record