Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
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.
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
Sen, Sagar; Nielsen, Simon Myklebust; Husom, Erik Johannes;
Goknil, Arda
; Tverdal, Simeon; Pinilla, Leonardo Sastoque
(2023).
Replay-Driven Continual Learning for the Industrial Internet of Things.
Bosch, Jan; Olsson, Helena Holmström; Ozkaya, Ipek; Xing, Zhenchang; Rahimi, Mona; Vaidhyanathan, Karthik (Red.).
Proceedings of 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). s. 43-55.
IEEE conference proceedings.
https://doi.org/10.1109/CAIN58948.2023.00014
Goknil, Arda
; Nguyen, Phu Hong; Sen, Sagar; Politaki, Dimitra; Niavis, Harris; Pedersen, Karl John; Suyuthi, Abdillah; Anand, Abhilash Ramanathapuram; Ziegenbein, Amina
(2023).
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0.
ACM Computing Surveys.
Vol. 55.
https://doi.org/10.1145/3593043
