2 papers
cs.SE2026
Fail-Aware and Explainable Test Oracle Prediction
Yue Zhao, Binish Tanveer, Jelena Zdravkovic
Despite their central role in fault detection, test oracles remain challenging to construct effectively. Recent learning based methods address this challenge by automatically gener…
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…