dc.contributor.author | Mokin, V. B. | en |
dc.contributor.author | Kozachko, O. M. | en |
dc.contributor.author | Rodinkova, V. V. | en |
dc.contributor.author | Palamarchuk, O. O. | en |
dc.contributor.author | Vuzh, T. Y. | en |
dc.contributor.author | Мокін, В. Б. | uk |
dc.contributor.author | Козачко, О. М. | uk |
dc.contributor.author | Родінкова, В. В. | uk |
dc.date.accessioned | 2017-10-30T19:41:38Z | |
dc.date.available | 2017-10-30T19:41:38Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | The Decision Support System for the Classification of Allergenic Pollen Types Based on Fuzzy Expert Data of Pollen Features on the Microscope Images [Text] / V. B. Mokin, O. M. Kozachko, V. V. Rodinkova [etc.] // Conference proceedings 2017 IEEE First Ukraine Conference on ELECTRICAL AND COMPUTER ENGINEERING (UKRCON), May 29 – June 2, 2017 Kyiv, Ukraine. – 2017. - 850-855. | en |
dc.identifier.uri | http://ir.lib.vntu.edu.ua//handle/123456789/18690 | |
dc.description.abstract | The article is devoted to the development of the decision support system for the classification of allergic pollen types based on fuzzy expert data of their features on the microscope images and the improvement of the identification method of this system. The genetic algorithm of the classifier training has been improved taking into account the spatial-temporal features of the distribution of pollen in the air, namely: adaptive fitness function for evaluating solutions, tournament selection with elitism and initialization of the initial population, allowing to improve the accuracy of classification. The example of the proposed system and method application based on real expert data of Vinnytsia monitoring station which is the part of European Aeroallergen Network is shown. | en |
dc.language.iso | en_EN | en |
dc.publisher | Національний технічний університет України "КПІ" | uk |
dc.relation.ispartof | Conference proceedings 2017 IEEE First Ukraine Conference on ELECTRICAL AND COMPUTER ENGINEERING (UKRCON), May 29 – June 2, 2017 : 850-855. | en |
dc.subject | decision support system | en |
dc.subject | allergenic pollen monitoring | en |
dc.subject | microscope images | en |
dc.subject | fuzzy knowledge base | en |
dc.subject | fitness function | en |
dc.title | The Decision Support System for the Classification of Allergenic Pollen Types Based on Fuzzy Expert Data of Pollen Features on the Microscope Images | en |
dc.type | Article | |