Conference proceedings

Stock Price Forecasting Using Artificial Neural Networks

Year:

2025

Published in:

Taras Shevchenko National University of Kyiv
Forecasting Model
Data pPreparation
Stock Price Forecasting

This study aims to develop a methodology for forecasting stock prices using machine learning methods, specifically Artificial Neural Networks (ANN), to improve prediction accuracy and support investment decision-making. The model implementation allows for short- and long-term forecasts over 1 month, 6 months, 1 year, and 5 years, enabling a range of forecasting horizons.

Related by author

19 publications found

2025
Conference proceedings

Evolving Russian Cyber Attacks: Key Trends And Strategic Defense Solutions For 2024

Publisher: Taras Shevchenko National University of Kyiv

Authors: Maksym Borysenko, Ihor Miroshnychenko

2025
Conference proceedings

Comparison Of Machine Learning Methods For Emotional Analysis

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Vladyslav Pelishenko

2025
Conference proceedings

Development Of Data Science Technologies In The Field Of Climate Change Research

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Andrii Ukrainets

2019
Journal article

Risk And Return For Cryptocurrencies As Alternative Investment: Kohonen Maps Clustering

Publisher: Neuro-Fuzzy Modeling Techniques in Economics

Authors: Ihor Miroshnychenko, Andrii Kaminskyi, Kostiantyn Pysanets

2020
Journal article

Forecasting The Fish And Seafood Catch In The Global Economy

Publisher: Neuro-Fuzzy Modeling Techniques in Economics

Authors: Ihor Miroshnychenko, Oleksandr Lukianenko, Viktor Chuzhykov

2025
Journal article

Модель Управління Зберіганням Потоків Даних Освітнього Середовища

Publisher: Scientific Perspectives

Authors: Ihor Miroshnychenko, Isus Raichuk

2025
Conference proceedings

Development Of Models And Information Technology For Predicting Tv Viewing Metrics Using Data Science Methods

Publisher: Slovak University of Technology in Bratislava

Authors: Oleksandr Ilchuk, Ihor Miroshnychenko

2021
Journal article

Forecasting Electricity Generation From Renewable Sources In Developing Countries (On The Example Of Ukraine)

Publisher: Neuro-Fuzzy Modeling Techniques in Economics

Authors: Ihor Miroshnychenko, Тetiana Kravchenko, Yuliia Drobyna

2022
Journal article

Прогнозування Банкрутства Підприємства За Допомогою Алгоритмів Машинного Навчання

Publisher: Інвестиції: практика та досвід

Authors: Ihor Miroshnychenko, Vladyslav Krupin

2025
Conference proceedings

Information Analytics For Forming And Supporting Productive Habits

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Maxim Suprunenko