dc.contributor.author | Andreou, Andreas S. | en |
dc.contributor.author | Vogiatzis, Dimitrios G. | en |
dc.contributor.author | Papadopoulos, George Angelos | en |
dc.creator | Andreou, Andreas S. | en |
dc.creator | Vogiatzis, Dimitrios G. | en |
dc.creator | Papadopoulos, George Angelos | en |
dc.date.accessioned | 2019-11-13T10:38:14Z | |
dc.date.available | 2019-11-13T10:38:14Z | |
dc.date.issued | 2006 | |
dc.identifier.isbn | 0-7695-2655-1 | |
dc.identifier.isbn | 978-0-7695-2655-3 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/53516 | |
dc.description.abstract | This 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.source | Proceedings - International Computer Software and Applications Conference | en |
dc.source | 30th Annual International Computer Software and Applications Conference, COMPSAC 2006 | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-34247467543&doi=10.1109%2fCOMPSAC.2006.135&partnerID=40&md5=24967a25fa8537dd59111d0c25c318df | |
dc.subject | Computational methods | en |
dc.subject | Genetic algorithms | en |
dc.subject | Classification (of information) | en |
dc.subject | Software architecture | en |
dc.subject | Data structures | en |
dc.subject | Classifier matching | en |
dc.subject | Datasets | en |
dc.subject | Intelligent classification | en |
dc.subject | Pattern matching | en |
dc.subject | Software components | en |
dc.subject | Software testing | en |
dc.title | Intelligent classification and retrieval of software components | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.identifier.doi | 10.1109/COMPSAC.2006.135 | |
dc.description.volume | 2 | |
dc.description.startingpage | 37 | |
dc.description.endingpage | 40 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Conference Object | en |
dc.description.notes | <p>Conference code: 69546 | en |
dc.description.notes | Cited By :4</p> | en |
dc.contributor.orcid | Papadopoulos, George Angelos [0000-0001-9250-4916] | |
dc.contributor.orcid | Andreou, Andreas S. [0000-0001-7104-2097] | |
dc.gnosis.orcid | 0000-0001-9250-4916 | |
dc.gnosis.orcid | 0000-0001-7104-2097 | |