Publications
Researchers from 14 institutes and centres are working with industry and institutional partners to develop innovative, scientifically based solutions. This research work is documented in a number of scientific publications.
ZHAW digitalcollection
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Baumann, Joachim; Sapiezynski, Piotr; Heitz, Christoph; Hannák, Anikó,
2024.
Fairness in online ad delivery [paper].
In:
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency.
7th ACM Conference on Fairness, Accountability, and Transparency (FAccT), Rio de Janeiro, Brazil, 3-6 June 2024.
Association for Computing Machinery.
pp. 1418-1432.
Available from: https://doi.org/10.1145/3630106.3658980
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Brunner, Stefan; Reif, Monika Ulrike; Rejzek, Martin,
2024.
In:
Kołowrocki, Krzysztof; Dąbrowska, Ewa, eds.,
Advances in Reliability, Safety and Security, Part 4.
34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024.
Gdynia:
Polish Safety and Reliability Association.
pp. 39-48.
Available from: https://doi.org/10.21256/zhaw-30985
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Dashti, Ali; Stadelmann, Thilo; Kohl, Thomas,
2024.
Machine learning for robust structural uncertainty quantification in fractured reservoirs.
Geothermics.
120(103012).
Available from: https://doi.org/10.1016/j.geothermics.2024.103012
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Sedding, Helmut A.,
2024.
Journal of Scheduling.
27(3), pp. 257-275.
Available from: https://doi.org/10.1007/s10951-023-00787-5
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Kittelmann, Florian; Sulimov, Pavel; Stockinger, Kurt,
2024.
QardEst : using quantum machine learning for cardinality estimation of join queries [paper].
In:
1st Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data), ACM SIGMOD/PODS 2024, Santiago, Chile, 9 June 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30917
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Camenisch, Ursin; Michel, Clotaire,
2024.
Resilienz von Feuerwehren verbessern.
Management und Qualität.
2024(5-6), pp. 41-43.
Available from: https://doi.org/10.21256/zhaw-30910
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Wulf, Jochen; Meierhofer, Jürg,
2024.
Utilizing large language models for automating technical customer support.
arXiv.
Available from: https://doi.org/10.48550/arXiv.2406.01407
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Yan, Peng; Abdulkadir, Ahmed; Aguzzi, Giulia; Schatte, Gerrit A.; Grewe, Benjamin F.; Stadelmann, Thilo,
2024.
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30430
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Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,
2024.
MLOps as enabler of trustworthy AI [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30443
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Meyer, Benjamin; Stadelmann, Thilo; Lüthi, Marcel,
2024.
ScalaGrad : a statically typed automatic differentiation library for safer data science [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30408
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Tuggener, Lukas; Sager, Pascal; Taoudi-Benchekroun, Yassine; Grewe, Benjamin F.; Stadelmann, Thilo,
2024.
So you want your private LLM at home? : a survey and benchmark of methods for efficient GPTs [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30279
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Denzel, Philipp; Brunner, Stefan; Billeter, Yann; Forster, Oliver; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo; Amini, Amin; Repetto, Marco; Iranfar, Arman,
2024.
Towards the certification of AI-based systems [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30439
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Tordoya Taquichiri, Carlos Rafael; Ganz, David,
2024.
AI accelleration for space applications.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Rechsteiner, Ralph,
2024.
Development of a containerized embedded operating environment with GUIX.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28. Mai 2024.
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Lone, Omar; Doran, Hans Dermot,
2024.
Evolving certification testing for industrial communication protocols.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Veljanovska, Suzana; Doran, Hans Dermot,
2024.
Feasibility of utilizing symbolic aggregate approximation in IoT platforms.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Tordoya Taquichiri, Carlos Rafael; Ganz, David; Buchheim, Klaus,
2024.
Reconfigurable hardware revisited : implementing an optimised AI pipeline on the HPDP processor.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Doran, Hans Dermot,
2024.
Safe and dependable AI, state of the art and prospectives.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Cellina, Francesca; Derboni, Marco; Giuffrida, Vincenzo; Tomic, Uros; Hoerler, Raphael,
2024.
Travel Behaviour and Society.
2024(37), pp. 100832.
Available from: https://doi.org/10.1016/j.tbs.2024.100832
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Schmitt-Koopmann, Felix; Huang, Elaine M.; Hutter, Hans-Peter; Stadelmann, Thilo; Darvishy, Alireza,
2024.
MathNet : a data-centric approach for printed mathematical expression recognition.
IEEE Access.
12, pp. 76963-76974.
Available from: https://doi.org/10.1109/ACCESS.2024.3404834