Prediction of daily global solar radiation using different machine learning algorithms: Evaluation and comparison

Ü Ağbulut, AE Gürel, Y Biçen - Renewable and Sustainable Energy …, 2021 - Elsevier
The prediction of global solar radiation for the regions is of great importance in terms of
giving directions of solar energy conversion systems (design, modeling, and operation) …

Neural networks for option pricing and hedging: a literature review

J Ruf, W Wang - ar** using support vector regression and adaptive neuro-fuzzy inference system-based whale optimization algorithm and simulated …
A Al-Fugara, AN Mabdeh, M Ahmadlou… - … International Journal of …, 2021 - mdpi.com
Fires are one of the most destructive forces in natural ecosystems. This study aims to
develop and compare four hybrid models using two well-known machine learning models …

Conformal prediction of option prices

JA Bastos - Expert Systems with Applications, 2024 - Elsevier
The uncertainty associated with option price predictions has largely been overlooked in the
literature. This paper aims to fill this gap by quantifying such uncertainty using conformal …