Stock Price Forecasting Using Artificial Neural Networks
Year:
2025Published in:
Taras Shevchenko National University of KyivThis 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
21 publications found
Evolving Russian Cyber Attacks: Key Trends And Strategic Defense Solutions For 2024
Publisher: Taras Shevchenko National University of Kyiv
Authors: Maksym Borysenko, Ihor Miroshnychenko
Comparison Of Machine Learning Methods For Emotional Analysis
Publisher: Taras Shevchenko National University of Kyiv
Authors: Ihor Miroshnychenko, Vladyslav Pelishenko
Development Of Data Science Technologies In The Field Of Climate Change Research
Publisher: Taras Shevchenko National University of Kyiv
Authors: Ihor Miroshnychenko, Andrii Ukrainets
Risk and return for cryptocurrencies as alternative investment: Kohonen maps clustering
Publisher: Київський національний економічний університет імені Вадима Гетьмана
Authors: Ihor Miroshnychenko, Andrii Kaminskyi, Kostiantyn Pysanets
Forecasting the fish and seafood catch in the global economy
Publisher: Kyiv National Economic University named after Vadym Hetman
Authors: Ihor Miroshnychenko, O. Lukianenko, V. Chuzhykov
Модель Управління Зберіганням Потоків Даних Освітнього Середовища
Publisher: Scientific Perspectives
Authors: Ihor Miroshnychenko, Isus Raichuk
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
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
ПРОГНОЗУВАННЯ БАНКРУТСТВА ПІДПРИЄМСТВА ЗА ДОПОМОГОЮ АЛГОРИТМІВ МАШИННОГО НАВЧАННЯ
Publisher: Ltd “DKS Centre”
Authors: Ihor Miroshnychenko, Vladyslav Krupin
Information Analytics For Forming And Supporting Productive Habits
Publisher: Taras Shevchenko National University of Kyiv
Authors: Ihor Miroshnychenko, Maxim Suprunenko