Björn Friedrich

13 papers Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
Interpretable AI for Decision Support for Mobility Changes of Older Adults.
ABC
Björn Friedrich, Lena Elgert, Daniel Eckhoff, Jürgen Martin Bauer, Andreas Hein
2023 J jnl
Unsupervised statistical concept drift detection for behaviour abnormality detection.
Appl. Intell.
Björn Friedrich, Taishi Sawabe, Andreas Hein
2022 J jnl
Estimating the Gait Speed of Older Adults in Smart Home Environments.
SN Comput. Sci.
Björn Friedrich, Enno-Edzard Steen, Sandra Hellmers, Jürgen M. Bauer, Andreas Hein
2022 J jnl
Using Sensor Graphs for Monitoring the Effect on the Performance of the OTAGO Exercise Program in Older Adults.
Sensors
Björn Friedrich, Carolin Lübbe, Enno-Edzard Steen, Jürgen Martin Bauer, Andreas Hein
2021 J jnl
Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes.
CoRR
Björn Friedrich, Enno-Edzard Steen, Sebastian J. F. Fudickar, Andreas Hein
2021 J jnl
Analyzing the Importance of Sensors for Mode of Transportation Classification.
Sensors
Björn Friedrich, Carolin Lübbe, Andreas Hein
2021 — conf
Using K-Nearest Neighbours Feature Selection for Activity Recognition.
ABC
Björn Friedrich, Tetchi Ange-Michel Orsot, Andreas Hein
2020 — conf
Combining LSTM and CNN for mode of transportation classification from smartphone sensors.
UbiComp/ISWC Adjunct
Björn Friedrich, Carolin Lübbe, Andreas Hein
2020 — conf
Feature based random forest nurse care activity recognition using accelerometer data.
UbiComp/ISWC Adjunct
Carolin Lübbe, Björn Friedrich, Sebastian J. F. Fudickar, Sandra Hellmers, Andreas Hein
2019 J jnl
A modified Genetic Algorithm for continuous estimation of CPR quality parameters from wrist-worn inertial sensor data.
CoRR
Christian Lins, Björn Friedrich, Andreas Hein, Sebastian J. F. Fudickar
2019 J jnl
Transportation Mode Classification from Smartphone Sensors via a Long-Short-Term-Memory Network.
CoRR
Björn Friedrich, Benjamin Cauchi, Andreas Hein, Sebastian J. F. Fudickar
2019 — conf
Transportation mode classification from smartphone sensors via a long-short-term-memory network.
UbiComp/ISWC Adjunct
Björn Friedrich, Benjamin Cauchi, Andreas Hein, Sebastian J. F. Fudickar
2015 — conf
An Approach for a Cloud-based Contribution Margin Dashboard in the Field of Electricity Trading.
GI-Jahrestagung
Oliver Norkus, Brian D. Clark, Florian Merkel, Björn Friedrich, Jürgen Sauer, Hans-Jürgen Appelrath