Ilija Šimić
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Time Series Analysis and Forecasting, Stock Market Forecasting Methods, Adversarial Robustness in Machine Learning, Ethics and Social Impacts of AI
Most-Cited Works
- → A historical perspective of biomedical explainable AI research(2023)29 cited
- → Establishing and evaluating trustworthy AI: overview and research challenges(2024)21 cited
- → Concept and development of an information literacy curriculum widget(2021)15 cited
- → Perturbation Effect(2022)10 cited
- → XAI Methods for Neural Time Series Classification: A Brief Review(2021)8 cited
- → Explainable Artificial Intelligence for State of Charge Estimation of Lithium-Ion Batteries(2025)6 cited
- → A comprehensive analysis of perturbation methods in explainable AI feature attribution validation for neural time series classifiers(2025)4 cited
- → Explainability and importance estimate of time series classifier via embedded neural network(2025)3 cited
- Towards a Learning Dashboard for Community Visualization(2018)
- → MOVING: A User-Centric Platform for Online Literacy Training and Learning(2021)1 cited