Research activities School of Engineering
The latest publications and projects from the School of Engineering.
Publications
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Kirchheim, Andreas; Katrodiya, Yogeshkumar; Zumofen, Livia; Ehrig, Frank; Wick, Curdin,
2021.
In:
International Conference on Advanced and Competitive Manufacturing Technologies ACTM, Moscow, Russia, 31 May - 2 June 2021.
Available from: https://doi.org/10.21256/zhaw-20007
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Weyland, Mathias S.; Thumser-Henner, Pauline; Nytko, Katarzyna J.; Rohrer Bley, Carla; Ulzega, Simone; Petri-Fink, Alke; Lattuada, Marco; Füchslin, Rudolf Marcel; Scheidegger, Stephan,
2020.
Computational and Mathematical Methods in Medicine.
2020.
Available from: https://doi.org/10.21256/zhaw-20252
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Glüge, Stefan; Amirian, Mohammadreza; Flumini, Dandolo; Stadelmann, Thilo,
2020.
How (not) to measure bias in face recognition networks [paper].
In:
Schilling, Frank-Peter; Stadelmann, Thilo, eds.,
9th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR'20), Winterthur, Switzerland, 2-4 September 2020.
Cham:
Springer.
Lecture Notes in Computer Science ; 12294.
Available from: https://doi.org/10.21256/zhaw-20277
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Amirian, Mohammadreza; Tuggener, Lukas; Chavarriaga, Ricardo; Satyawan, Yvan Putra; Schilling, Frank-Peter; Schwenker, Friedhelm; Stadelmann, Thilo,
2020.
Two to trust : AutoML for safe modelling and interpretable deep learning for robustness [paper].
In:
Proceedings of the 1st TAILOR Workshop on Trustworthy AI at ECAI 2020.
1st TAILOR Workshop on Trustworthy AI at ECAI 2020, Santiago de Compostela, Spain, 29-30 August 2020.
Springer.
Available from: https://doi.org/10.21256/zhaw-20217
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Giannakeas, Ilias N.; Papathanasiou, Theodosios K.; Soleiman Fallah, Arash; Bahai, Hamid,
2020.
Computational Mechanics.
Available from: https://doi.org/10.21256/zhaw-20267
Projects
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Design of human-machine interactions in autonomous digital service ecosystems (socio-technical systems)
The interaction of humans and machines is a central component of value creation in future socio-technical service ecosystems. In this project, methods for the design of these systems will be developed, which will play a central role in the digital society.
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Towards Explainable Artificial Intelligence and Machine Learning in Credit Risk Management
For Switzerland, the reputation of stable long-standing financial institutions has always represented a crucial advantage for the acquisition and retention of customers. However, as the financial service industry becomes more global, clients expect personalized offerings and inclusiveness of service which in turn requires lenders to rely ...
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Data driven applications for security assessment of transmission
This main goal of this project is to develop and implement the necessary infrastructure based on PMU and a PDC (Phasor Measurement Unit and a Phasor Data Concentrator) database and exchange measurements in real-time between different countries, i.e. between power systems with different characteristics which can be used to develop data driven ...
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Skater specific optimized skate blade by additive manufacturing
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Global Corona Visualisierung
A visualisation of the course of the conrona pandemic is to be created on an 'orbitarium'. This should be generally understandable, but nevertheless scientifically correct. The globally available data material must be homogenized for this purpose. The visualization can be used for internal presentations on the one hand, and on the other hand it ...