From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
Fail-Aware and Explainable Test Oracle Prediction
Yue Zhao, Binish Tanveer, Jelena Zdravkovic
The paper introduces FOCAL, a code‑language‑model based system that predicts whether a test prefix will pass or fail and provides statement‑level explanations, improving fault dete…
cs.LG2025
PAX-TS: Model-agnostic multi-granular explanations for time series forecasting via localized perturbations
Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou
Time series forecasting has seen considerable improvement during the last years, with transformer models and large language models driving advancements of the state of the art. Mod…