IBA-VNS: A Logic-Based Machine Learning Algorithm and Its Application in Surgery

The interpretability and explainability of machine learning (ML) approaches play a key role in the trustworthiness of ML models in various applications. The objective of this paper is to incorporate a logic-based reasoning in the ML model that is not only accurate but also interpretable and easily a...

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Bibliographic Details
Main Authors: Nevena Čolić, Pavle Milošević, Ivana Dragović, Miljan S. Ćeranić
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/7/950