Publications and research
Scientific publications
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 (Ed.).
CAIN '24: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. p. 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 (Ed.).
EuroSys '24: Proceedings of the Nineteenth European Conference on Computer Systems. p. 1175-1191.
ACM Digital Library.
https://doi.org/https://doi.org/10.1145/3627703.36
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 (Ed.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. p. 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 (Ed.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. p. 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 (Ed.).
IoT '23: Proceedings of the 13th International Conference on the Internet of Things. p. 17-24.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627050.3627065
Isaja, Mauro; Nguyen, Phu Hong;
Goknil, Arda
; Sen, Sagar; Husom, Erik Johannes; Tverdal, Simeon; Anand, Abhilash Ramanathapuram; Jiang, Yunman; Pedersen, Karl John; Myrseth, Per; Stang, Jørgen; Niavis, Harris; Pfeifhofer, Simon; Lamplmair, Patrick
(2023).
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing.
19 p.
Computers in industry (Print).
Vol. 146.
https://doi.org/10.1016/j.compind.2023.103853
Chaleshtari, Nazanin Bayati; Pastore, Fabrizio;
Goknil, Arda
; Briand, Lionel C.
(2023).
Metamorphic Testing for Web System Security.
41 p.
IEEE Transactions on Software Engineering.
Vol. 49.
https://doi.org/10.1109/TSE.2023.3256322
Sen, Sagar; Husom, Erik Johannes;
Goknil, Arda
; Politaki, Dimitra; Tverdal, Simeon; Nguyen, Phu Hong; Jourdan, Nicolas
(2023).
Virtual sensors for erroneous data repair in manufacturing a machine learning pipeline.
Computers in industry (Print).
Vol. 149.
https://doi.org/10.1016/j.compind.2023.103917
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
