RQGIS: Integrating R with QGIS for Statistical Geocomputing. - Jannes Muenchow; Patrick Schratz; Alexander Brenning (R J., 2017)

Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Jakob Richter; Alexander Brenning (CoRR, 2018)

mlr3: A modern object-oriented machine learning framework in R. - Michel Lang; Martin Binder; Jakob Richter; Patrick Schratz; Florian Pfisterer; Stefan Coors; Quay Au; Giuseppe Casalicchio; Lars Kotthoff; Bernd Bischl (J. Open Source Softw., 2019)

2019-feature-selection. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Alexander Brenning; Bernd Bischl (Zenodo, 2019)

2019-feature-selection. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Alexander Brenning; Bernd Bischl (Zenodo, 2019)

2019-feature-selection. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Alexander Brenning; Bernd Bischl (Zenodo, 2019)

2019-feature-selection. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Alexander Brenning; Bernd Bischl (Zenodo, 2019)

mlr3: A modern object-oriented machine learning framework in R. - Michel Lang; Martin Binder; Jakob Richter; Patrick Schratz; Florian Pfisterer; Stefan Coors; Quay Au; Giuseppe Casalicchio; Lars Kotthoff; Bernd Bischl (Zenodo, 2019)

Predicting Forest Cover in Distinct Ecosystems: The Potential of Multi-Source Sentinel-1 and -2 Data Fusion. - Kai Heckel; Marcel Urban; Patrick Schratz; Miguel D. Mahecha; Christiane Schmullius (Remote. Sens., 2020)

Monitoring forest health using hyperspectral imagery: Does feature selection improve the performance of machine-learning techniques? - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; José Cortés; Alexander Brenning; Bernd Bischl (Zenodo, 2020)

Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R. - Patrick Schratz; Marc Becker; Michel Lang; Alexander Brenning (CoRR, 2021)

Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques? - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; José Cortés; Bernd Bischl; Alexander Brenning (Remote. Sens., 2021)

Benchmarking environmental machine-learning models: methodological progress and an application to forest health. - Patrick Schratz (2022)

mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R. - Patrick Schratz; Marc Becker; Michel Lang; Alexander Brenning (J. Stat. Softw., 2024)