Improving Deep Learning for HAR with Shallow LSTMs. - Marius Bock; Alexander Hölzemann; Michael Moeller 001; Kristof Van Laerhoven (ISWC, 2021)

Tutorial on Deep Learning for Human Activity Recognition. - Marius Bock; Alexander Hoelzemann; Michael Möller 001; Kristof Van Laerhoven (CoRR, 2021)

A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR. - Lloyd Pellatt; Marius Bock; Daniel Roggen; Kristof Van Laerhoven (PerCom Workshops, 2022)

Investigating (re)current state-of-the-art in human activity recognition datasets. - Marius Bock; Alexander Hoelzemann; Michael Möller 001; Kristof Van Laerhoven (Frontiers Comput. Sci., 2022)

A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition. - Alexander Hoelzemann; Marius Bock; Ericka Andrea Valladares Bastias; Salma El Ouazzani Touhami; Kenza Nassiri; Kristof Van Laerhoven (UbiComp/ISWC Adjunct, 2023)

WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition. - Marius Bock; Michael Moeller 001; Kristof Van Laerhoven; Hilde Kuehne (CoRR, 2023)

Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors. - Alexander Hoelzemann; Julia Lee Romero; Marius Bock; Kristof Van Laerhoven; Qin Lv (Zenodo, 2023)

Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors. - Alexander Hoelzemann; Julia Lee Romero; Marius Bock; Kristof Van Laerhoven; Qin Lv (Sensors, 2023)

Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings. - Sixuan Wu; Alexander Hoelzemann; Marius Bock; Kristof Van Laerhoven; Thomas Plötz; Alexander Travis Adams (BSN, 2024)

Weak-Annotation of HAR Datasets using Vision Foundation Models. - Marius Bock; Kristof Van Laerhoven; Michael Moeller 001 (ISWC, 2024)

Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools. - Alexander Hoelzemann; Marius Bock; Kristof Van Laerhoven (PerCom Workshops, 2024)

Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data. - Alexander Hoelzemann; Marius Bock; Kristof Van Laerhoven (PerCom Workshops, 2024)

WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition. - Marius Bock; Hilde Kuehne; Kristof Van Laerhoven; Michael Möller 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Temporal Action Localization for Inertial-based Human Activity Recognition. - Marius Bock; Michael Möller 001; Kristof Van Laerhoven (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition. - Marius Bock; Michael Möller 001; Kristof Van Laerhoven (CoRR, 2025)

Label Leakage in Federated Inertial-based Human Activity Recognition. - Marius Bock; Maximilian Hopp; Kristof Van Laerhoven; Michael Möller 001 (CoRR, 2025)

FedFitTech: A Baseline in Federated Learning for Fitness Tracking. - Zeyneddin Oz; Shreyas Korde; Marius Bock; Kristof Van Laerhoven (CoRR, 2025)

An aerial color image anomaly dataset for search missions in complex forested terrain. - Rakesh John Amala Arokia Nathan; Matthias Gessner; Nurullah Özkan; Marius Bock; Mohamed Youssef; Maximilian Mews; Björn Piltz; Ralf Berger; Oliver Bimber (CoRR, 2025)