A Survey of Big Data, High Performance Computing, and Machine Learning Benchmarks. - Nina Ihde; Paula Marten; Ahmed Eleliemy; Gabrielle Poerwawinata; Pedro Silva 011; Ilin Tolovski; Florina M. Ciorba; Tilmann Rabl (TPCTC, 2021)

Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Extracting Alarm Events from the MIMIC-III Clinical Database. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (BIOSTEC (Selected Papers), 2022)

The Effects of Data Quality on ML-Model Performance. - Lukas Budach; Moritz Feuerpfeil; Nina Ihde; Andrea Nathansen; Nele Sina Noack; Hendrik Patzlaff; Hazar Harmouch; Felix Naumann (CoRR, 2022)

The effects of data quality on machine learning performance on tabular data. - Sedir Mohammed; Lukas Budach; Moritz Feuerpfeil; Nina Ihde; Andrea Nathansen; Nele Sina Noack; Hendrik Patzlaff; Felix Naumann; Hazar Harmouch (Inf. Syst., 2025)