Robin Burchard

According to our database, Robin Burchard authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

HARMES: A Multi-Modal Dataset for Wearable Human Activity Recognition with Motion, Environmental Sensing and Sound.

Robin Burchard, Pascal-André Brückner, Marius Bock, Juergen Gall, Kristof Van Laerhoven

CoRR, May, 2026

2025

Improved Strategies for Multi-modal Atmospheric Sensing to Augment Wearable IMU-Based Hand Washing Detection.

Robin Burchard, Hurriat Ali, Kristof Van Laerhoven

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2025

Exploring Wearable-Based Detection of Compulsive Handwashing in a Non-Controlled Setting: A Case Study.

Kristina Kirsten, Robin Burchard, Amatya Mackintosh, Marcel Miché, Dorothée Bentz, Klaus Bader, Jannis Behr, Roselind Lieb, Kristof Van Laerhoven, Bert Arnrich, Karina Wahl

Proceedings of the 2025 ACM International Symposium on Wearable Computers, 2025

Sensor-Specific Transformer (PatchTST) Ensembles with Test-Matched Augmentation.

Pavankumar Chandankar, Robin Burchard

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

Enhancing Wearable Tap Water Audio Detection Through Subclass Annotation in the HD-Epic Dataset.

Robin Burchard, Kristof Van Laerhoven

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

2024

The Supervised Learning Dilemma: Lessons Learned from a Study in-the-Wild.

Kristina Kirsten, Robin Burchard, Olesya Bauer, Marcel Miché, Philipp M. Scholl, Karina Wahl, Roselind Lieb, Kristof Van Laerhoven, Bert Arnrich

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2024

Raising the Bar(Ometer): Identifying a User's Stair and Lift Usage Through Wearable Sensor Data Analysis.

Hrishikesh Balkrishna Karande, Ravikiran Arasur Thippeswamy Shivalingappa, Abdelhafid Nassim Yaici, Iman Haghbin, Niravkumar Bavadiya, Robin Burchard, Kristof Van Laerhoven

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2024

Multi-modal Atmospheric Sensing to Augment Wearable IMU-Based Hand Washing Detection.

Robin Burchard, Kristof Van Laerhoven

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2024

Augmentation Appproaches to Refine Wearable Human Activity Recognition.

Somesh Salunkhe, Shubham Shinde, Pradnyesh Patil, Robin Burchard

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

TA-DA! - Improving Activity Recognition using Temporal Adapters and Data Augmentation.

Maximilian Hopp, Helge Hartleb, Robin Burchard

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

2023

OCDetect - A Real-World Dataset to Detect Handwashing in Daily-Life using Wrist Motion Data from Wearables.

Robin Burchard, Kristina Kirsten, Marcel Miché, Philipp Scholl, Bert Arnrich, Kristof Van Laerhoven, Roselind Lieb, Karina Wahl

Dataset, November, 2023

2022

WashSpot: Real-Time Spotting and Detection of Enacted Compulsive Hand Washing with Wearable Devices.

Robin Burchard, Philipp M. Scholl, Roselind Lieb, Kristof Van Laerhoven, Karina Wahl

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022