Events The 1st International Online Conference on Fractal and Fractional

Event submissions

Published

This submission belongs to the session S5. Fractional Calculus in Machine Learning: Applications and Challenges of the event The 1st International Online Conference on Fractal and Fractional

Published date

08 Apr, 2026

Academic Editor

YangQuan Chen

Citation

Alexandra Maria Borș, Simona Mihaela Bibic, Andreea Milosteanu, Understanding the Black Box of Fractional Machine Learning Models, in Proceedings of The 1st International Online Conference on Fractal and Fractional, 13 April–15 April 2026, MDPI: Basel, Switzerland

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Understanding the Black Box of Fractional Machine Learning Models

Simona Mihaela Bibic ^1,2

Andreea Milosteanu ^2,3

Alexandra Maria Borș ^2,4

1. Department of Applied Mathematics, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania

2. Center for Research and Training in Innovative Techniques of Applied Mathematics in Engineering, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania

3. Faculty of Mathematics and Computer Science, University of Bucharest, Bucharest, Romania

4. Faculty of Applied Sciences, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania

Abstract

Keywords

Fractional Machine Learning Models

Explainable Artificial Intelligence

Fractional Neurons

Black Box Models