Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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EL
| URI | http://purl.tuc.gr/dl/dias/360A0C4B-2010-4FDE-B0CA-E36F00363B3B | - |
| Γλώσσα | en | - |
| Τίτλος | A honey bees mating optimization algorithm for the multigroup credit risk assessment problem | en |
| Δημιουργός | Marinakis Ioannis | en |
| Δημιουργός | Μαρινακης Ιωαννης | el |
| Δημιουργός | Marinaki Magdalini | en |
| Δημιουργός | Μαρινακη Μαγδαληνη | el |
| Δημιουργός | Zopounidis Konstantinos | en |
| Δημιουργός | Ζοπουνιδης Κωνσταντινος | el |
| Περίληψη | In this paper, a new procedure for solving the Feature Subset Selection problem is presented. This procedure utilizes a honey bees mating optimization algorithm. The Honey Bees Mating Op- timization algorithm simulates the mating process of the queen of the hive. The mating process of the queen begins when the queen flights away from the nest performing the mating flight during which the drones follow the queen and mate with her in the air. The proposed honey bees mating optimization-based classification algorithm is combined with a number of nearest neighbour based classifiers and is tested in a very significant financial classification task, involving the multigroup credit risk assessment problem. The algorithm is compared with a classic genetic algorithm and other metaheuristic algorithms, like Ant Colony Optimization and Particle Swarm Optimization. | en |
| Τύπος | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Τύπος | Conference Full Paper | en |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2015-11-06 | - |
| Ημερομηνία Δημοσίευσης | 2008 | - |
| Βιβλιογραφική Αναφορά | M. Marinaki, Y. Marinakis ,C. Zopounidis, "A honey bees mating optimization algorithm for the multigroup credit risk assessment problem,"in 7th Conference of the Hellenic Finance and Accounting Association, 2008. | en |
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