A Novel IBA-DE Hybrid Approach for Modeling Sovereign Credit Ratings

S Jelinek, P Milošević, A Rakićević, A Poledica… - Mathematics, 2022 - mdpi.com
Nowadays, the sovereign credit rating is not only an index of a country's economic
performance and political stability but also an overall indicator of development and growth …

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

N Čolić, P Milošević, I Dragović, MS Ćeranić - Mathematics, 2024 - mdpi.com
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 …

Hibridni IBA-DE pristup za predviđanje kreditnog rejtinga država

SL Jelinek - Универзитет у Београду, 2023 - nardus.mpn.gov.rs
Tema ove doktorske disertacije je uvođenje novog IBA-DE pristupa zasnovanog na
metodama mašinskog učenja (eng. machine learning) i računarskoj inteligenciji (eng …