Björn Friedrich

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Home Environments

Nearest Neighbour

Feature Selection

Top Venues

UbiComp/ISWC Adjunct

Publications

Björn Friedrich, Taishi Sawabe, Andreas Hein
Unsupervised statistical concept drift detection for behaviour abnormality detection. Appl. Intell. 53 (3) (2023)
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) (2022)
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) (2022)
Björn Friedrich, Carolin Lübbe, Andreas Hein
Analyzing the Importance of Sensors for Mode of Transportation Classification. Sensors 21 (1) (2021)
Björn Friedrich, Enno-Edzard Steen, Sebastian J. F. Fudickar, Andreas Hein
Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes. CoRR (2021)
Björn Friedrich, Tetchi Ange-Michel Orsot, Andreas Hein
Using K-Nearest Neighbours Feature Selection for Activity Recognition. ABC (2021)
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)
Björn Friedrich, Jürgen M. Bauer, Andreas Hein
Detecting impending malnutrition of elderly people in domestic smart home environments. CoRR (2020)
Björn Friedrich, Carolin Lübbe, Andreas Hein
Combining LSTM and CNN for mode of transportation classification from smartphone sensors. UbiComp/ISWC Adjunct (2020)
Björn Friedrich, Benjamin Cauchi, Andreas Hein, Sebastian J. F. Fudickar
Transportation Mode Classification from Smartphone Sensors via a Long-Short-Term-Memory Network. CoRR (2019)
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)
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 (2019)
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)