Sławomir Nowaczyk

Readmission prediction using deep learning on electronic health records

Awais Ashfaq, Anita Sant’Anna, Markus Lingman et al. · Journal of Biomedical Informatics · 2019 · 203 citations · Full text

Engineering, Machine Learning, Neural Network +18

Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data

Rune Prytz, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson et al. · Engineering Applications of Artificial Intelligence · 2015 · 175 citations · Full text

Engineering, Data Science, Data Mining +13

Agreeing to disagree: active learning with noisy labels without crowdsourcing

Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, KC Santosh et al. · International Journal of Machine Learning and Cybernetics · 2017 · 102 citations · Full text

Artificial Intelligence, Data Annotation, Interactive Machine Learning +9

A data-driven approach for discovering heat load patterns in district heating

Ece Calikus, Sławomir Nowaczyk, Anita Sant’Anna et al. · Applied Energy · 2019 · 87 citations · Full text

Transfer learning for remaining useful life prediction based on consensus self-organizing models

Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson · Reliability Engineering & System Safety · 2020 · 87 citations

Engineering, Machine Learning, Data Science +13