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Björn Friedrich
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2020 – today
- 2024
- [c6]Björn Friedrich, Lena Elgert, Daniel Eckhoff, Jürgen Martin Bauer, Andreas Hein:
Interpretable AI for Decision Support for Mobility Changes of Older Adults. ABC 2024: 1-11 - 2023
- [j4]Björn Friedrich, Taishi Sawabe, Andreas Hein:
Unsupervised statistical concept drift detection for behaviour abnormality detection. Appl. Intell. 53(3): 2527-2537 (2023) - 2022
- [j3]Björn Friedrich, Carolin Lübbe, Enno-Edzard Steen, Jürgen Martin Bauer, Andreas Hein:
Using Sensor Graphs for Monitoring the Effect on the Performance of the OTAGO Exercise Program in Older Adults. Sensors 22(2): 493 (2022) - [j2]Björn Friedrich, Enno-Edzard Steen, Sandra Hellmers, Jürgen M. Bauer, Andreas Hein:
Estimating the Gait Speed of Older Adults in Smart Home Environments. SN Comput. Sci. 3(2): 128 (2022) - 2021
- [j1]Björn Friedrich, Carolin Lübbe, Andreas Hein:
Analyzing the Importance of Sensors for Mode of Transportation Classification. Sensors 21(1): 176 (2021) - [c5]Björn Friedrich, Tetchi Ange-Michel Orsot, Andreas Hein:
Using K-Nearest Neighbours Feature Selection for Activity Recognition. ABC 2021: 217-225 - [i3]Björn Friedrich, Enno-Edzard Steen, Sebastian J. F. Fudickar, Andreas Hein:
Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes. CoRR abs/2103.05971 (2021) - 2020
- [c4]Björn Friedrich, Carolin Lübbe, Andreas Hein:
Combining LSTM and CNN for mode of transportation classification from smartphone sensors. UbiComp/ISWC Adjunct 2020: 305-310 - [c3]Carolin Lübbe, Björn Friedrich, Sebastian J. F. Fudickar, Sandra Hellmers, Andreas Hein:
Feature based random forest nurse care activity recognition using accelerometer data. UbiComp/ISWC Adjunct 2020: 408-413
2010 – 2019
- 2019
- [c2]Björn Friedrich, Benjamin Cauchi, Andreas Hein, Sebastian J. F. Fudickar:
Transportation mode classification from smartphone sensors via a long-short-term-memory network. UbiComp/ISWC Adjunct 2019: 709-713 - [i2]Björn Friedrich, Benjamin Cauchi, Andreas Hein, Sebastian J. F. Fudickar:
Transportation Mode Classification from Smartphone Sensors via a Long-Short-Term-Memory Network. CoRR abs/1910.04739 (2019) - [i1]Christian Lins, Björn Friedrich, Andreas Hein, Sebastian J. F. Fudickar:
A modified Genetic Algorithm for continuous estimation of CPR quality parameters from wrist-worn inertial sensor data. CoRR abs/1910.06250 (2019) - 2015
- [c1]Oliver Norkus, Brian D. Clark, Florian Merkel, Björn Friedrich, Jürgen Sauer, Hans-Jürgen Appelrath:
An Approach for a Cloud-based Contribution Margin Dashboard in the Field of Electricity Trading. GI-Jahrestagung 2015: 109-120
Coauthor Index
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