| Dokumenttyp | Erscheinungsjahr | Titel | Autoren | Herausgeber |
|---|
| article | 2023 | Influence of measurement uncertainty on machine learning results demonstrated for a smart gas sensor | Dorst, Tanja; Schneider, Tizian; Eichstädt, Sascha; Schütze, Andreas | |
| doctoralThesis | 2023 | Measurement uncertainty in machine learning - uncertainty propagation and influence on performance | Dorst, Tanja | |
| article | 2022 | Uncertainty-aware data pipeline of calibrated MEMS sensors used for machine learning | Dorst, Tanja; Gruber, Maximilian; Seeger, Benedikt; Vedurmudi, Anupam Prasad; Schneider, Tizian; Eichstädt, Sascha; Schütze, Andreas | |
| Other | 2022 | Good Practice Guide on Industrial Sensor Network Methods for Metrological Infrastructure Improvement | Lo, Yuhui; Harris, Peter; Wright, Liam; Jagan, Kavya; Kok, Gertjan; Coquelin, Loic; Zaouali, Jabran; Eichstädt, Sascha; Dorst, Tanja; Tachtatzis, Christos; Andonovic, Ivan; Gourlay, Gordon; Yong, Bang Xiang | |
| bookPart | 2022 | Discrete wavelet transform on uncertain data: Efficient online implementation for practical applications | Gruber, Maximilian; Dorst, Tanja; Schütze, Andreas; Eichstädt, Sascha; Elster, C. | Pavese, Franco; Forbes, Alistair B.; Zhang, Nien-Fan; Chunovkina, Anna G. |
| article | 2022 | Uncertainty-aware automated machine learning toolbox | Dorst, Tanja; Schneider, Tizian; Eichstädt, Sascha; Schütze, Andreas | |
| article | 2021 | Influence of synchronization within a sensor network on machine learning results | Dorst, Tanja; Robin, Yannick; Eichstädt, Sascha; Schütze, Andreas; Schneider, Tizian | |
| conferenceObjectPart | 2021 | GUM2ALA – Uncertainty Propagation Algorithm for the Adaptive Linear Approximation According to the GUM | Dorst, Tanja; Schneider, Tizian; Schütze, Andreas; Eichstädt, Sascha | |
| magacineArticle | 2020 | Integration metrologischer Prinzipien in die automatisierte Zustandsbewertung mittels maschinellem Lernen | Dorst, Tanja; Eichstädt, Sascha; Schütze, Andreas | |
| conferenceObjectPart | 2020 | Propagation of uncertainty for an Adaptive Linear Approximation algorithm | Dorst, Tanja; Eichstädt, Sascha; Schneider, Tizian; Schütze, Andreas | Gerlach, Gerald; Sommer, Klaus-Dieter |
| conferenceObjectPart | 2019 | Synchronisationsprobleme innerhalb eines Sensorsystems und deren Auswirkungen auf Ergebnisse des maschinellen Lernens | Dorst, Tanja; Schneider, Tizian; Klein, Steffen; Eichstädt, Sascha; Schütze, Andreas | |
| conferenceObjectPart | 2019 | Metrology for the factory of the future: towards a case study in condition monitoring | Dorst, Tanja; Ludwig, Björn; Eichstadt, Sascha; Schneider, Tizian; Schütze, Andreas | |
