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Marius Bock
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 10
Top Topics
Activity Recognition
Inertial Sensors
Motion Features
Deep Learning
Top Venues
CoRR
ISWC
UbiComp/ISWC Adjunct
Sensors
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Publications
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Marius Bock
,
Michael Moeller
,
Kristof Van Laerhoven
,
Hilde Kuehne
WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition.
CoRR
(2023)
Alexander Hoelzemann
,
Julia Lee Romero
,
Marius Bock
,
Kristof Van Laerhoven
,
Qin Lv
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors.
Sensors
23 (13) (2023)
Alexander Hoelzemann
,
Marius Bock
,
Ericka Andrea Valladares Bastias
,
Salma El Ouazzani Touhami
,
Kenza Nassiri
,
Kristof Van Laerhoven
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition.
UbiComp/ISWC Adjunct
(2023)
Alexander Hölzemann
,
Julia Lee Romero
,
Marius Bock
,
Kristof Van Laerhoven
,
Qin Lv
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors.
CoRR
(2023)
Marius Bock
,
Michael Möller
,
Kristof Van Laerhoven
Temporal Action Localization for Inertial-based Human Activity Recognition.
CoRR
(2023)
Marius Bock
,
Alexander Hölzemann
,
Michael Möller
,
Kristof Van Laerhoven
Investigating (re)current state-of-the-art in human activity recognition datasets.
Frontiers Comput. Sci.
4 (2022)
Lloyd Pellatt
,
Marius Bock
,
Daniel Roggen
,
Kristof Van Laerhoven
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR.
PerCom Workshops
(2022)
Marius Bock
,
Alexander Hölzemann
,
Michael Moeller
,
Kristof Van Laerhoven
Improving Deep Learning for HAR with shallow LSTMs.
CoRR
(2021)
Marius Bock
,
Alexander Hölzemann
,
Michael Möller
,
Kristof Van Laerhoven
Tutorial on Deep Learning for Human Activity Recognition.
CoRR
(2021)
Marius Bock
,
Alexander Hölzemann
,
Michael Moeller
,
Kristof Van Laerhoven
Improving Deep Learning for HAR with Shallow LSTMs.
ISWC
(2021)