Author

Artem Vizniuk

Observed names: Vizniuk, Artem, Візнюк Артем Валентинович, Візнюк, А.В., Візнюк, Артем

Institution: Dnipro University of Technology

Observed institutions: Taras Shevchenko National University of Kyiv, Dnipro University of Technology

ORCID: 0000-0002-0594-2633

Observed ORCID: 0000-0002-0594-2633

OpenAlex ID: A5093983185

A Comprehensive Survey of Retrieval-Augmented Large Language Models for Decision Making in Agriculture: Unsolved Problems and Research Opportunities

2025 · Artem Vizniuk, Grygorii Diachenko, et al. · Journal of Artificial Intelligence and Soft Computing Research · 36

A comprehensive review of recent approaches and Hardware-Software technologies for digitalisation and intellectualisation of Open-Field crop Production: Ukrainian case study in the global context

2024 · Ivan Laktionov, Grygorii Diachenko, et al. · Computers and Electronics in Agriculture · 14

An Improved Approach to Prediction of Maize Disease Occurrence Based on Weather Monitoring and Machine Learning: Case of the Forest-Steppe and Northern Steppe of Ukraine

2024 · Grigorii Diachenko, Ivan Laktionov, et al. · Baltic Journal of Modern Computing · 6

CropCare DSS: Agentic RAG-Driven Crop Farming Assistant with IoT Sensor Data and Disease Prediction Models

2026 · Diachenko, Grygorii, Laktionov, Ivan, et al. · Zenodo (CERN European Organization for Nuclear Research)

Agentic Retrieval-Augmented Generation-Driven Crop Farming Assistant with Sensor Data and Disease Prediction Models

2026 · Grygorii Diachenko, Іvan Laktionov, et al. · SSRN Electronic Journal

Researching ML Algorithms for Predicting FHB in Corn: A Case Study in Dnipro Region of Ukraine

2025 · Ivan Laktionov, Artem Vizniuk, et al. · Lecture notes in computer science

Компонентне забезпечення IoT системи моніторингу стресостійкості сільськогосподарських культур

2024 · Дяченко, Г.Г., Шаматрін, А.М., et al. · HAL

Study of the effectiveness of ML algorithms in predicting the probability of crop disease occurrence

2023 · Vizniuk, Artem, Laktionov, Ivan, et al. · HAL

Програмне забезпечення для встановлення вартостi вживаних автомобiлiв згiдно їх атрибутiв

2021 · Візнюк, Артем, Дяченко, Григорій · HAL

Works count: 10

Citation count: 56

H-index: 3

I10-index: 2