Cecilia Sönströd

Trade-Off Between Accuracy and Interpretability for Predictive<i>In Silico</i>Modeling

Ulf Johansson, Cecilia Sönströd, Ulf Norinder et al. · Future Medicinal Chemistry · 2011 · 88 citations

Pharmacy, Pharmacology, Biopharmaceutics +15

Rule extraction with guarantees from regression models

Ulf Johansson, Cecilia Sönströd, Henrik Boström · Pattern Recognition · 2022 · 19 citations · Full text

Computing, Computer Science, Machine Learning +13

Calibrated explanations: With uncertainty information and counterfactuals

Helena Löfström, Ulf Johansson, Cecilia Sönströd · Expert Systems with Applications · 2024 · 15 citations · Full text

Computing, Computer Science, Data Science +15

One tree to explain them all

Ulf Johansson, Cecilia Sönströd, Tuve Löfström · 2011 · 13 citations · Full text

Computing, Computer Science, Data Mining +14

Rule Extraction from Opaque Models-- A Slightly Different Perspective

Ulf Johansson, Tuve Löfström, Rikard König et al. · 2006 · 11 citations

Computing, Computer Science, Algorithms +14