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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/360A0C4B-2010-4FDE-B0CA-E36F00363B3B | - |
| Language | en | - |
| Title | A honey bees mating optimization algorithm for the multigroup credit risk assessment problem | en |
| Creator | Marinakis Ioannis | en |
| Creator | Μαρινακης Ιωαννης | el |
| Creator | Marinaki Magdalini | en |
| Creator | Μαρινακη Μαγδαληνη | el |
| Creator | Zopounidis Konstantinos | en |
| Creator | Ζοπουνιδης Κωνσταντινος | el |
| Content Summary | 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 |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-06 | - |
| Date of Publication | 2008 | - |
| Bibliographic Citation | 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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