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ORCIDGeorgios Koutroulis
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2020 – today
- 2024
[j6]Matej Vukovic
, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann:
Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry. Eng. Appl. Artif. Intell. 133: 108099 (2024)- 2023
- [j5]Georgios Koutroulis, Belgin Mutlu, Roman Kern:
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. Sensors 23(1): 257 (2023) - 2022
- [j4]Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard:
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. IEEE Computer Graphics and Applications 42(2): 68-80 (2022) - [j3]Georgios Koutroulis, Belgin Mutlu, Roman Kern:
Constructing robust health indicators from complex engineered systems via anticausal learning. Eng. Appl. Artif. Intell. 113: 104926 (2022) - [c3]Milot Gashi, Leo Botler, Georgios Koutroulis, Konrad Diwold:
Poster Abstract: Accurate and Efficient Hybrid Indoor Localization using ML Methods. IPSN 2022: 523-524 - 2021
- [j2]Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck:
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations. Big Data Res. 26: 100251 (2021) - [j1]Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern:
KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines. ACM Trans. Intell. Syst. Technol. 12(5): 66:1-66:27 (2021) - 2020
- [c2]Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann:
Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. KDIR 2020: 269-276
2010 – 2019
- 2018
- [c1]Georgios Koutroulis, Stefan Thalmann:
Challenges from Data-Driven Predictive Maintenance in Brownfield Industrial Settings. BIS (Workshops) 2018: 461-467
Coauthor Index
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