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Erik Johannes Husom
Erik Johannes Husom
SINTEF Digital
Verified email at sintef.no
Title
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Cited by
Year
Taming data quality in AI-enabled industrial internet of things
S Sen, EJ Husom, A Goknil, S Tverdal, P Nguyen, I Mancisidor
IEEE Software 39 (6), 35-42, 2022
142022
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing
M Isaja, P Nguyen, A Goknil, S Sen, EJ Husom, S Tverdal, A Anand, ...
Computers in Industry 146, 103853, 2023
132023
On the reliability of machine learning applications in manufacturing environments
N Jourdan, S Sen, EJ Husom, E Garcia-Ceja, T Biegel, J Metternich
arXiv preprint arXiv:2112.06986, 2021
112021
UDAVA: An unsupervised learning pipeline for sensor data validation in manufacturing
EJ Husom, S Tverdal, A Goknil, S Sen
Proceedings of the 1st International Conference on AI Engineering: Software …, 2022
102022
Virtual sensors for erroneous data repair in manufacturing a machine learning pipeline
S Sen, EJ Husom, A Goknil, D Politaki, S Tverdal, P Nguyen, N Jourdan
Computers in Industry 149, 103917, 2023
92023
Replay-driven continual learning for the industrial internet of things
S Sen, SM Nielsen, EJ Husom, A Goknil, S Tverdal, LS Pinilla
2023 IEEE/ACM 2nd International Conference on AI Engineering–Software …, 2023
42023
DeepVentilation: learning to predict physical effort from breathing
S Sen, P Bernabé, EJBLG Husom
Proceedings of the Twenty-Ninth International Conference on International …, 2021
42021
Uncertainty-aware Virtual Sensors for Cyber-Physical Systems
S Sen, EJ Husom, A Goknil, S Tverdal, P Nguyen
IEEE Software, 2023
32023
Machine learning for fatigue detection using Fitbit fitness trackers
EJ Husom, R Dautov, A Nedisan Videsjorden, F Gonidis, S Papatzelos, ...
Proceedings of the 10th International Conference on Sport Sciences Research …, 2022
32022
Bridging the gap between java and python in mobile software development to enable mlops
R Dautov, EJ Husom, F Gonidis, S Papatzelos, N Malamas
2022 18th International Conference on Wireless and Mobile Computing …, 2022
22022
Towards MLOps in Mobile Development with a Plug-in Architecture for Data Analytics
R Dautov, EJ Husom, F Gonidis
2022 6th International Conference on Computer, Software and Modeling (ICCSM …, 2022
22022
Edge-based Data Profiling and Repair as a Service for IoT
S Tverdal, A Goknil, P Nguyen, EJ Husom, S Sen, J Ruh, F Flamigni
Proceedings of the 13th International Conference on the Internet of Things …, 2023
12023
Deep learning to predict power output from respiratory inductive plethysmography data
EJBLG Husom, P Bernabé, S Sen
Applied AI Letters 3 (2), e65, 2022
12022
REPTILE: a Tool for Replay-driven Continual Learning in IIoT
EJ Husom, S Sen, A Goknil, S Tverdal, PH Nguyen
Proceedings of the 13th International Conference on the Internet of Things …, 2023
2023
Automated Behavior Labeling for IIoT Data
EJ Husom, A Goknil, S Tverdal, S Sen, PH Nguyen
Proceedings of the 13th International Conference on the Internet of Things …, 2023
2023
AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization
LK Shar, A Goknil, EJ Husom, S Sen, YN Tun, K Kim
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
2023
Towards Community-Driven Generative AI
R Dautov, EJ Husom, S Sen, H Song
Position Papers of the 18thConference on Computer Science and Intelligence …, 2023
2023
Deep learning to estimate power output from breathing
EJBLG Husom
2021
2023 IEEE/ACM 2nd International Conference on AI Engineering–Software Engineering for AI (CAIN)| 979-8-3503-0113-7/23/$31.00© 2023 IEEE| DOI: 10.1109/CAIN58948. 2023.00037
R Abreu, C Akiki, H Aldebes, A Badii, J Bogner, M Borg, L Boué, B Brown, ...
Ziggaf, Moussa 52
W Abdelmoez, Z Bakhshi, K Boločko, W Chaikumming, MS Chauhan, ...
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