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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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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Gkikopoulos, Panagiotis; Kropf, Peter; Schiavoni, Valerio; Spillner, Josef,
2024.
Reliable IoT analytics at scale.
Journal of Parallel and Distributed Computing.
187(104840).
Available from: https://doi.org/10.1016/j.jpdc.2024.104840
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Jermain, Peter R.; Oswald, Martin; Langdun, Tenzin; Wright, Santana; Khan, Ashraf; Stadelmann, Thilo; Abdulkadir, Ahmed; Yaroslavsky, Ann N.,
2024.
Rapid optical cytology with deep learning-based cell segmentation for diagnosis of thyroid lesions [paper].
In:
Proceedings of the 2024 Optica Biophotonics Congress: Biomedical Optics.
Optica Biophotonics Congress: Biomedical Optics, Fort Lauderdale, USA, 7-10 April 2024.
Optica Publishing Group.
Available from: https://doi.org/10.21256/zhaw-29674
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Schneider, Toni,
2024.
Möglichkeiten des PFAS-Ersatzes und wissenschaftliche Ansätze.
In:
Workshop Materials IQ: «Tribologische Herausforderungen beim Ersatz von halogenierten Alkylverbindungen», Brugg, Schweiz, 14. März 2024.
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Gorshkov, Vyacheslav N.; Kolupaiev, Vladyslav O.; Boiger, Gernot K.; Mehreganian, Navid; Sareh, Pooya; Fallah, Arash S.,
2024.
Smart controllable wave dispersion in acoustic metamaterials using magnetorheological elastomers.
Journal of Sound and Vibration.
572(118157).
Available from: https://doi.org/10.1016/j.jsv.2023.118157
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Altenburger, Ruprecht; Henrici, Andreas; Robbiani, Marcello,
2024.
Analytical solution of an ill-posed system of nonlinear ODE’s.
Communications in Nonlinear Science and Numerical Simulation.
130(107762).
Available from: https://doi.org/10.1016/j.cnsns.2023.107762
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Smith, Ellery; Paloots, Rahel; Giagkos, Dimitris; Baudis, Michael; Stockinger, Kurt,
2024.
Data-driven information extraction and enrichment of molecular profiling data for cancer cell lines.
Bioinformatics Advances.
Available from: https://doi.org/10.1093/bioadv/vbae045
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Frehner, Robin; Wu, Kesheng; Sim, Alexander; Kim, Jinoh; Stockinger, Kurt,
2024.
Detecting anomalies in time series using kernel density approaches.
IEEE Access.
12, pp. 33420-33439.
Available from: https://doi.org/10.1109/ACCESS.2024.3371891
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Zhang, Yi; Deriu, Jan Milan; Katsogiannis-Meimarakis, George; Kosten, Catherine; Koutrika, Georgia; Stockinger, Kurt,
2024.
ScienceBenchmark : a complex real-world benchmark for evaluating natural language to SQL systems [paper].
In:
Proceedings of the VLDB Endowment.
50th International Conference on Very Large Data Bases, Guangzhou, China, 25-29 August 2024.
Association for Computing Machinery.
pp. 685-698.
Available from: https://doi.org/10.14778/3636218.3636225
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Bajrami, Dardan; Zubiaga, Asier; Renggli, Timon; Kirsch, Christoph; Spano, Fabrizio; Fehr, Daniel; von Schulthess, Patrick; Lindhorst-Peters, Alisa; Huber, Stephanie; Roider, Elisabeth; Rossi, René M.; Navarini, Alexander A.; Bonmarin, Mathias,
2024.
Variations of skin thermal diffusivity on different skin regions.
Skin Research and Technology.
30(3), pp. e13622.
Available from: https://doi.org/10.1111/srt.13622
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Meierhofer, Jürg; Stucki, Melissa,
2024.
Ökologischer & wirtschaftlicher Nutzen mit industriellen Smart Services.
asut-Bulletin.
2024(01).
Available from: https://asut.ch/asut/bulletin/view.xhtml?bulletinId=52&articleId=831
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Tomic, Uros; Sütterlin, Bernadette; Lobsiger-Kägi, Evelyn; Marek, Reto; Derungs, Curdin; Sandmeier, Ernst,
2024.
Energy Efficiency.
17(15).
Available from: https://doi.org/10.1007/s12053-024-10199-9
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Iwane, Fumiaki; Porssut, Thibault; Blanke, Olaf; Chavarriaga, Ricardo; Millan, Jose Del R.; Herbelin, Bruno; Boulic, Ronan,
2024.
Journal of Neural Engineering.
Available from: https://doi.org/10.1088/1741-2552/ad2c02
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Rüger, Bernhard; Traunmüller, Maria; Steiner, Florian; Michelberger, Frank; Sauter-Servaes, Thomas,
2024.
Effizienzsteigerung von Nachtzügen durch zusätzlichen Tagesbetrieb?.
ETR – Eisenbahntechnische Rundschau.
73(1+2), pp. 49-54.
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Moser, Simon; Sarperi, Luciano; Felux, Michael,
2024.
In:
Proceedings of the 2024 International Technical Meeting of The Institute of Navigation.
International Technical Meeting of The Institute of Navigation (ION ITM), Long Beach, USA, 23-25 January 2024.
Manassas:
Institute of Navigation.
pp. 272-286.
Available from: https://doi.org/10.33012/2024.19491
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Wulf, Jochen; Meierhofer, Jürg,
2024.
Wie LLMs die Automatisierung im Kundendienst fördern.
ServiceToday.
38(Sonderausgabe 2024), pp. 82-83.
Available from: https://bc-production.pressmatrix.com/de/profiles/3df31a994fc2/editions/2ed85b567c8dfa546626/pages/page/42
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Penner, Dirk; Wick-Joliat, René,
2024.
In:
48th International Conference and Expo on Advanced Ceramics and Composites (ICACC2024), Daytona Beach, USA, 28 January - 2 February 2024.
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Tuggener, Don; Niehaus, Susanna,
2024.
ERCIM News.
(136), pp. 22-23.
Available from: https://doi.org/10.21256/zhaw-29792
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Ulmer, Markus; Zgraggen, Jannik; Goren Huber, Lilach,
2024.
A generic machine learning framework for fully-unsupervised anomaly detection with contaminated data.
International Journal of Prognostics and Health Management.
15(1).
Available from: https://doi.org/10.36001/ijphm.2024.v15i1.3589
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Kosten, Catherine; Cudré-Mauroux, Philippe; Stockinger, Kurt,
2024.
Spider4SPARQL : a complex benchmark for evaluating knowledge graph question answering systems [paper].
In:
2023 IEEE International Conference on Big Data (BigData).
IEEE International Conference on Big Data, Sorrento, Italy, 15-18 December 2023.
IEEE.
Available from: https://doi.org/10.1109/BigData59044.2023.10386182