Georgios Koutroulis

According to our database, Georgios Koutroulis authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry.

Matej Vukovic, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann

Eng. Appl. Artif. Intell., 2024

2023

A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed.

Georgios Koutroulis, Belgin Mutlu, Roman Kern

Sensors, 2023

2022

Constructing robust health indicators from complex engineered systems via anticausal learning.

Georgios Koutroulis, Belgin Mutlu, Roman Kern

Eng. Appl. Artif. Intell., 2022

ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines.

Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard

IEEE Computer Graphics and Applications, 2022

Poster Abstract: Accurate and Efficient Hybrid Indoor Localization using ML Methods.

Milot Gashi, Leo Botler, Georgios Koutroulis, Konrad Diwold

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

2021

KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines.

Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern

ACM Trans. Intell. Syst. Technol., 2021

Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations.

Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck

Big Data Res., 2021

2020

Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry.

Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

2018

Challenges from Data-Driven Predictive Maintenance in Brownfield Industrial Settings.

Georgios Koutroulis, Stefan Thalmann

Proceedings of the Business Information Systems Workshops, 2018