Dominique Nshimyimana

According to our database, Dominique Nshimyimana authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Beyond the Pocket: A Large-Scale International Study on User Preferences on Bodily Placements of Commercial Wearables.

Joanna Sorysz, Lars Krupp, Dominique Nshimyimana, Meagan B. Loerakker, Bo Zhou, Paul Lukowicz, Jakob Karolus

CoRR, September, 2025

PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition.

Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz

CoRR, March, 2025

2024

Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets.

Daniel Geissler, Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz

CoRR, 2024

Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition.

Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz

Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024

2023

Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR.

Dominique Nshimyimana, Vítor Fortes Rey, Paul Lukowicz

CoRR, 2023

Beyond the Pocket: Preparing a Study on the Variations of Wearable Device Location.

Joanna Sorysz, Lars Krupp, Dominique Nshimyimana, Paul Lukowicz

Proceedings of the 13th International Conference on the Internet of Things, 2023

Don't freeze: Finetune encoders for better Self-Supervised HAR.

Vítor Fortes Rey, Dominique Nshimyimana, Paul Lukowicz

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023