OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML. - Giuseppe Casalicchio; Jakob Bossek; Michel Lang; Dominik Kirchhoff; Pascal Kerschke; Benjamin Hofner; Heidi Seibold; Joaquin Vanschoren; Bernd Bischl (CoRR, 2017)

On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models. - Heidi Seibold; Christoph Bernau; Anne-Laure Boulesteix; Riccardo De Bin (Comput. Stat., 2018)

Generalised linear model trees with global additive effects. - Heidi Seibold; Torsten Hothorn; Achim Zeileis (Adv. Data Anal. Classif., 2019)

Open Science in Software Engineering. - Daniel Méndez Fernández; Daniel Graziotin; Stefan Wagner 001; Heidi Seibold (CoRR, 2019)

OpenML: An R package to connect to the machine learning platform OpenML. - Giuseppe Casalicchio; Jakob Bossek; Michel Lang; Dominik Kirchhoff; Pascal Kerschke; Benjamin Hofner; Heidi Seibold; Joaquin Vanschoren; Bernd Bischl (Comput. Stat., 2019)

Open Science in Software Engineering. - Daniel Méndez 001; Daniel Graziotin; Stefan Wagner 001; Heidi Seibold (Contemporary Empirical Methods in Software Engineering, 2020)

Teaching Machine Learning in 2020. - Peter Steinbach; Heidi Seibold; Oliver Guhr (Teaching ML, 2020)

An Environment for Sustainable Research Software in Germany and Beyond: Current State, Open Challenges, and Call for Action. - Hartwig Anzt; Felix Bach; Stephan Druskat; Frank Löffler 001; Axel Loewe; Bernhard Y. Renard; Gunnar Seemann; Alexander Struck; Elke Achhammer; Piush Aggarwal; Franziska Appel; Michael Bader; et al. (CoRR, 2020)

An environment for sustainable research software in Germany and beyond: current state, open challenges, and call for action. - Hartwig Anzt; Felix Bach; Stephan Druskat; Frank Löffler 001; Axel Loewe; Bernhard Y. Renard; Gunnar Seemann; Alexander Struck; Elke Achhammer; Piush Aggarwal; Franziska Appel; Michael Bader; et al. (F1000Research, 2020)

Foundational Competencies and Responsibilities of a Research Software Engineer. - Florian Goth; Renato Alves; Matthias Braun 005; Leyla Jael Castro; Gerasimos Chourdakis; Simon Christ; Jeremy Cohen 002; Fredo Erxleben; Jean-Noël Grad; Magnus Hagdorn; Toby Hodges; Guido Juckeland; et al. (CoRR, 2023)

Ten simple rules for PIs to integrate Research Software Engineering into their research group. - Stuart M. Allen; Neil P. Chue Hong; Stephan Druskat; Toby Hodges; Daniel S. Katz; Jan Linxweiler; Frank Löffler 001; Lars Grunske; Heidi Seibold; Jan Philipp Thiele; Samantha Wittke (CoRR, 2025)