AZOrange - High performance open source machine learning for QSAR modeling in a graphical programming environment. - Jonna C. Stålring; Lars Carlsson; Pedro Almeida; Scott Boyer (J. Cheminformatics, 2011)

QSAR with experimental and predictive distributions: an information theoretic approach for assessing model quality. - David J. Wood; Lars Carlsson; Martin Eklund; Ulf Norinder; Jonna C. Stålring (J. Comput. Aided Mol. Des., 2013)

Similarity Boosted Quantitative Structure-Activity Relationship - A Systematic Study of Enhancing Structural Descriptors by Molecular Similarity. - Tobias Girschick; Pedro R. Almeida; Stefan Kramer 001; Jonna C. Stålring (J. Chem. Inf. Model., 2013)

Localized Heuristic Inverse Quantitative Structure Activity Relationship with Bulk Descriptors Using Numerical Gradients. - Jonna C. Stålring; Pedro Almeida; Lars Carlsson; Ernst Ahlberg Helgee; Catrin Hasselgren Arnby; Scott Boyer (J. Chem. Inf. Model., 2013)

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models. - Marko Toplak; Rok Mocnik; Matija Polajnar; Zoran Bosnic; Lars Carlsson; Catrin Hasselgren Arnby; Janez Demsar; Scott Boyer; Blaz Zupan; Jonna C. Stålring (J. Chem. Inf. Model., 2014)

Conformal Prediction with Orange. - Tomaz Hocevar; Blaz Zupan; Jonna C. Stålring (J. Stat. Softw., 2021)