Explainable AI for enhanced decision-making

K Coussement, MZ Abedin, M Kraus… - Decision Support …, 2024 - Elsevier
This paper contextualizes explainable artificial intelligence (AI) for enhanced decision-
making and serves as an editorial for the corresponding special issue. AI is defined as the …

Exact and approximate conformal inference for multi-output regression

C Johnstone, E Ndiaye - arxiv preprint arxiv:2210.17405, 2022 - arxiv.org
It is common in machine learning to estimate a response $ y $ given covariate information $
x $. However, these predictions alone do not quantify any uncertainty associated with said …

[PDF][PDF] Explainable Supervised Learning Models for Aviation Predictions in Australia

A Nanyonga, H Wasswa, K Joiner, U Turhan, G Wild - 2025 - preprints.org
Despite its recent success in various industries, artificial intelligence has not received full
acceptance; hence, it has been fully deployed by the aviation industry. This is partly …

[PDF][PDF] Mašininio mokymo metodų panaudojimas mokytojų veiklos vertinimui

A Tutlys - 2024 - vdu.lt
Šio darbo tikslas yra naudojant mašininio mokymo metodus suformuoti profesijos mokytojų
karjeros rekomendacijas. Panaudojus pedagogų registro duomenis iš 5 profesinių mokyklų …