Enhancing ANFIS and ANN Models
In recent years, the financial industry has been increasingly captivated by the prospect of utilizing artificial intelligence (AI) for stock market forecasting. The integration of AI methodologies into financial analytics has garnered substantial attention due to their ability to analyze massive datasets, identify complex patterns, and make predictions that outperform traditional forecasting methods. One particularly noteworthy advancement is the application of metaheuristic-optimized Adaptive Neuro-Fuzzy Inference System (ANFIS) and Artificial Neural Network (ANN) models for stock price forecasting, as achieved in a groundbreaking study focusing on the Borsa Istanbul 100 index.
The study, conducted by Kazak, Kumar, and Gündüz,…
