Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Videsjorden, Adela Nedisan;
Goknil, Arda
; Sen, Sagar; Husom, Erik Johannes; Nguyen, Phu Hong
(2025).
3D-DaVa: Enhancing 3D Point Cloud Data Reliability for Industrial Applications.
ACM Journal of Data and Information Quality.
https://doi.org/https://dl.acm.org/doi/10.1145/371
Nguyen, Phu Hong;
Goknil, Arda
; Erdogan, Gencer; Tokas, Shukun; Ferry, Nicolas; Tran, Thanh Thao Thi
(2024).
Advances in Secure IoT Data Sharing.
Foundations and Trends® in Privacy and Security.
Vol. 7.
https://doi.org/http://dx.doi.org/10.1561/33000000
Rico Gómez, Rodrigo; Lorentz, Joe; Hartmann, Thomas;
Goknil, Arda
; Singh, Inder Pal; Halaç, Tayfun Gökmen; Ekinci, Gülnaz Boruzanlı
(2024).
An AI pipeline for garment price projection using computer vision.
Neural Computing & Applications.
Vol. 36.
https://doi.org/10.1007/s00521-024-09901-w
Husom, Erik Johannes; Sen, Sagar;
Goknil, Arda
(2024).
Engineering Carbon Emission-aware Machine Learning Pipelines.
Cleland-Huang, Jane; Bosch, Jan (Red.).
CAIN '24: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. s. 118-128.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3644815.3644943
Yildiz, Eren; Akhunov, Khakim; Riva, Lorenzo Antonio;
Goknil, Arda
; Kurtev, Ivan; Yildirim, Kasim Sinan
(2024).
Adaptable Runtime Monitoring for Intermittent Systems.
Schroeder, Bianca; Silberstein, Mark (Red.).
EuroSys '24: Proceedings of the Nineteenth European Conference on Computer Systems. s. 1175-1191.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627703.3650070
Husom, Erik Johannes;
Goknil, Arda
; Tverdal, Simeon; Sen, Sagar; Nguyen, Phu Hong
(2024).
Automated Behavior Labeling for IIoT Data.
Kawaguchi, Nobuo; Keiichi, Yasumoto; Riedel, Till; Ding, Aaron (Red.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. s. 174-178.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627050.3630725
Husom, Erik Johannes; Sen, Sagar;
Goknil, Arda
; Tverdal, Simeon; Nguyen, Phu Hong
(2024).
REPTILE: a Tool for Replay-driven Continual Learning in IIoT.
Kawaguchi, Nobuo; Keiichi, Yasumoto; Riedel, Till; Ding, Aaron (Red.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. s. 204-207.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627050.3630739
Tverdal, Simeon;
Goknil, Arda
; Nguyen, Phu Hong; Husom, Erik Johannes; Sen, Sagar; Ruh, Jan; Flamigni, Francesca
(2024).
Edge-based Data Profiling and Repair as a Service for IoT.
Kawaguchi, Nobuo; Keiichi, Yasumoto; Riedel, Till; Ding, Aaron (Red.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. s. 17-24.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627050.3627065
Shar, Lwin Khin;
Goknil, Arda
; Husom, Erik Johannes; Sen, Sagar; Tun, Yan Naing; Kim, Kisub
(2023).
AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization.
Bissyandé, Tegawendé F.; Klein, Jacques (Red.).
Proceedings of 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE). s. 1326-1338.
IEEE conference proceedings.
https://doi.org/10.1109/ASE56229.2023.00094
Sen, Sagar; Husom, Erik Johannes;
Goknil, Arda
; Tverdal, Simeon; Nguyen, Phu Hong
(2023).
Uncertainty-Aware Virtual Sensors for Cyber-Physical Systems.
10 s.
IEEE Software.
Vol. 41.
https://doi.org/10.1109/MS.2023.3306873
