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https://hdl.handle.net/20.500.14279/13811
Τίτλος: | Intelligent classification and retrieval of software components | Συγγραφείς: | Andreou, Andreas S. Vogiatzis, Dimitrios G. Papadopoulos, George A. |
Major Field of Science: | Engineering and Technology | Field Category: | Electrical Engineering - Electronic Engineering - Information Engineering | Λέξεις-κλειδιά: | Software engineering;Software component;Computer software reusability | Ημερομηνία Έκδοσης: | Σεπ-2006 | Πηγή: | 30th Annual International Computer Software and Applications Conference, Chicago, IL, United States,17 September 2006 through 21 September 2006 | Volume: | 2 | Conference: | International Computer Software and Applications Conference | Περίληψη: | 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. | URI: | https://hdl.handle.net/20.500.14279/13811 | ISBN: | 0769526551 | DOI: | 10.1109/COMPSAC.2006.135 | Rights: | IEEE | Type: | Conference Papers | Affiliation: | University of Cyprus |
Εμφανίζεται στις συλλογές: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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