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@inproceedings{709475,
author = {Vaňhara, Jaromír and Muráriková, Natália and Fedor, Peter and Malenovský, Igor and Havel, Josef},
address = {Fukuoka, Japan},
booktitle = {Proceedings of the 6th International Congress of Dipterology},
keywords = {ANN Insects Identification},
language = {eng},
location = {Fukuoka, Japan},
pages = {289-290},
publisher = {Comittee of the 6th International Congress of Dipterology},
title = {Artificial neural networks for insect identification.},
year = {2006}
}
TY - JOUR
ID - 709475
AU - Vaňhara, Jaromír - Muráriková, Natália - Fedor, Peter - Malenovský, Igor - Havel, Josef
PY - 2006
TI - Artificial neural networks for insect identification.
PB - Comittee of the 6th International Congress of Dipterology
CY - Fukuoka, Japan
KW - ANN Insects Identification
N2 - ANN have already been very rarely applied for identifying of insects. We developed, tested and applied the ANN methodology at three different insect orders: I. Diptera-Tachinidae: There were 17 characters studied, particularly in males and females (Tachina), or in right or left wings (Ectophasia). Additionally, the sex of the studied specimens was included. It was shown that classification using ANN was possible assuming sufficiently high number of specimens of each species in the training set. II. Thysanoptera-Thripidae: The three species were characterized by 20 quantitative and three binary characters, and by sex. Thus, reliable characters were found and the model provided a fast identification tool. III. Hemiptera-Psylloidea-Phacopteronidae: Adults of up to ten species, 17 characters on forewings, antenna, head and hind legs, and sex were used. The ANN model performed well on the data set and unambiguously classified unknown samples.
ER -
VAŇHARA, Jaromír, Natália MURÁRIKOVÁ, Peter FEDOR, Igor MALENOVSKÝ a Josef HAVEL. Artificial neural networks for insect identification. Online. In \textit{Proceedings of the 6th International Congress of Dipterology}. Fukuoka, Japan: Comittee of the 6th International Congress of Dipterology, 2006. s.~289-290. [citováno 2024-04-23]
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