Scientific Reports of the National University of Life and Environmental Sciences of Ukraine

Kateryna Nakonechna

All articles

Artificial neural networks for predicting the number of field crop pests


Mykola Dolia, Vitaliy Lysenko, Taras Lendiel, Kateryna Nakonechna, V. Vorokh
Keywords: neural networks, machine learning, forecasting, field crops, agriculture

Dolia, M., Lysenko, V., Lendiel, T., Nakonechna, K., & Vorokh, V. (2024). Artificial neural networks for predicting the number of field crop pests. Scientific Reports of the National University of Life and Environmental Sciences of Ukraine, 20(3). https://doi.org/10.31548/dopovidi.3(109).2024.022

Neuron network prediction of damage of E. integriceps bug on winter wheat in Ukraine


Mykola Dolia, Vitaliy Lysenko, Taras Lendiel, Kateryna Nakonechna, Liudmyla Humeniuk
Keywords: plant protection, artificial neural networks, multilayer perceptron, Wolf number, mathematical expectation

Dolia, M., Lysenko, V., Lendiel, T., Nakonechna, K., & Humeniuk, L. (2024). Neuron network prediction of damage of E. integriceps bug on winter wheat in Ukraine. Scientific Reports of the National University of Life and Environmental Sciences of Ukraine, 20(4),96-105. https://doi.org/10.31548/dopovidi/3.2024.96