An Approach for a Cloud-based Contribution Margin Dashboard in the Field of Electricity Trading. - Oliver Norkus; Brian D. Clark; Florian Merkel; Björn Friedrich; Jürgen Sauer 001; Hans-Jürgen Appelrath (GI-Jahrestagung, 2015)

Transportation mode classification from smartphone sensors via a long-short-term-memory network. - Björn Friedrich; Benjamin Cauchi; Andreas Hein 001; Sebastian J. F. Fudickar (UbiComp/ISWC Adjunct, 2019)

A modified Genetic Algorithm for continuous estimation of CPR quality parameters from wrist-worn inertial sensor data. - Christian Lins; Björn Friedrich; Andreas Hein 001; Sebastian J. F. Fudickar (CoRR, 2019)

Combining LSTM and CNN for mode of transportation classification from smartphone sensors. - Björn Friedrich; Carolin Lübbe; Andreas Hein 001 (UbiComp/ISWC Adjunct, 2020)

Feature based random forest nurse care activity recognition using accelerometer data. - Carolin Lübbe; Björn Friedrich; Sebastian J. F. Fudickar; Sandra Hellmers; Andreas Hein 001 (UbiComp/ISWC Adjunct, 2020)

Using K-Nearest Neighbours Feature Selection for Activity Recognition. - Björn Friedrich; Tetchi Ange-Michel Orsot; Andreas Hein 001 (ABC, 2021)

Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes. - Björn Friedrich; Enno-Edzard Steen; Sebastian J. F. Fudickar; Andreas Hein 001 (CoRR, 2021)

Analyzing the Importance of Sensors for Mode of Transportation Classification. - Björn Friedrich; Carolin Lübbe; Andreas Hein 001 (Sensors, 2021)

Using Sensor Graphs for Monitoring the Effect on the Performance of the OTAGO Exercise Program in Older Adults. - Björn Friedrich; Carolin Lübbe; Enno-Edzard Steen; Jürgen Martin Bauer; Andreas Hein 001 (Sensors, 2022)

Estimating the Gait Speed of Older Adults in Smart Home Environments. - Björn Friedrich; Enno-Edzard Steen; Sandra Hellmers; Jürgen M. Bauer; Andreas Hein 001 (SN Comput. Sci., 2022)

Unsupervised statistical concept drift detection for behaviour abnormality detection. - Björn Friedrich; Taishi Sawabe; Andreas Hein 001 (Appl. Intell., 2023)

Interpretable AI for Decision Support for Mobility Changes of Older Adults. - Björn Friedrich; Lena Elgert; Daniel Eckhoff; Jürgen Martin Bauer; Andreas Hein 001 (ABC, 2024)