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Sagar Sen
Publications
- 2024
- [j21]Sagar Sen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen:
Uncertainty-Aware Virtual Sensors for Cyber-Physical Systems. IEEE Softw. 41(2): 77-87 (2024) - [c47]Erik Johannes Husom, Sagar Sen, Arda Goknil:
Engineering Carbon Emission-aware Machine Learning Pipelines. CAIN 2024: 118-128 - [i7]Erik Johannes Husom, Arda Goknil, Lwin Khin Shar, Sagar Sen:
The Price of Prompting: Profiling Energy Use in Large Language Models Inference. CoRR abs/2407.16893 (2024) - 2023
- [j20]Mauro Isaja, Phu Hong Nguyen, Arda Goknil, Sagar Sen, Erik Johannes Husom, Simeon Tverdal, Abhilash Anand, Yunman Jiang, Karl John Pedersen, Per Myrseth, Jørgen Stang, Harris Niavis, Simon Pfeifhofer, Patrick Lamplmair:
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing. Comput. Ind. 146: 103853 (2023) - [j19]Sagar Sen, Erik Johannes Husom, Arda Goknil, Dimitra Politaki, Simeon Tverdal, Phu Hong Nguyen, Nicolas Jourdan:
Virtual sensors for erroneous data repair in manufacturing a machine learning pipeline. Comput. Ind. 149: 103917 (2023) - [j18]Arda Goknil, Phu Hong Nguyen, Sagar Sen, Dimitra Politaki, Harris Niavis, Karl John Pedersen, Abdillah Suyuthi, Abhilash Anand, Amina Ziegenbein:
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0. ACM Comput. Surv. 55(14s): 327:1-327:38 (2023) - [c45]Sagar Sen, Simon Myklebust Nielsen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Leonardo Sastoque Pinilla:
Replay-Driven Continual Learning for the Industrial Internet of Things. CAIN 2023: 43-55 - [c43]Simeon Tverdal, Arda Goknil, Phu Hong Nguyen, Erik Johannes Husom, Sagar Sen, Jan Ruh, Francesca Flamigni:
Edge-based Data Profiling and Repair as a Service for IoT. IoT 2023: 17-24 - [c42]Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu Hong Nguyen:
Automated Behavior Labeling for IIoT Data. IoT 2023: 174-178 - [c41]Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen:
REPTILE: a Tool for Replay-driven Continual Learning in IIoT. IoT 2023: 204-207 - [c40]Lwin Khin Shar, Arda Goknil, Erik Johannes Husom, Sagar Sen, Yan Naing Tun, Kisub Kim:
AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization. ASE 2023: 1326-1338 - 2022
- [j15]Sagar Sen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen, Iker Mancisidor:
Taming Data Quality in AI-Enabled Industrial Internet of Things. IEEE Softw. 39(6): 35-42 (2022) - [c39]Erik Johannes Husom, Simeon Tverdal, Arda Goknil, Sagar Sen:
UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing. CAIN 2022: 159-169
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