Institute of Data Analysis and Process Design (IDP)
We create value from data
We use advanced data-based methods to create innovative solutions for business and industry. We address real-life challenges with scientific methods and a strong commitment to practicability. We are the leading educator and partner of choice for applied data science and business engineering in Switzerland.
Research Groups
Advanced scientific tools for solutions in the financial industry
Health and Envrionmental Analytics
Health and Environmental Analytics
Analyzing data to derive interpretable results using statistical and machine learning techniques
Maintenance, Mobility, AI & Society
Leverage AI and advanced modeling for innovations in predictive maintenance, mobility solutions, and socially aligned systems
Generating insights, creating value and fostering innovation in business processes and services
Visual Intelligence and Applications
As visual data becomes one of the most abundant and complex sources of information, Visual Intelligence is a key pillar of modern data science — enabling new ways to analyze, model, and communicate through images, video, and immersive environments
For Students
Consulting Services
News
Team IDP
Publikationen
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Zgraggen, Jannik; Guo, Yuyan; Notaristefano, Antonio; Goren Huber, Lilach,
2022.
Physics informed deep learning for tracker fault detection in photovoltaic power plants[paper].
In:
Kulkarni, Chetan; Saxena, Abhinav, eds.,
Proceedings of the Annual Conference of the PHM Society 2022.
14th Annual Conference of the Prognostics and Health Management Society, Nashville, USA, 1-4 November 2022.
PHM Society.
Available from: https://doi.org/10.36001/phmconf.2022.v14i1.3235
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Braune, Stefan; Drewek, Anna; Bergmann, Arnfin; Keenan, Alex; Gandhi, Kavita; Schuler, Maximilian; van Denderen, Jacqueline; Ait-Tihyaty, Maria; H Le, Hoa,
2022.
In:
38th Congress of the European Committee for Treatment and Research in Multiple Sclerosis, Amsterdam, The Netherlands, 26-28 October 2022.
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Braune, Stefan; Drewek, Anna; Bergmann, Arnfin; Schuler, Maximilian; Ait-Tihyaty, Maria; H Le, Hoa; Keenan, Alex; Gandhi, Kavita; van Denderen, Jacqueline,
2022.
In:
38th Congress of the European Committee for Treatment and Research in Multiple Sclerosis, Amsterdam, The Netherlands, 26-28 Oktober 2022.
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Bütikofer, Stephan; Wüst, Reimond Matthias,
2022.
Erweiterungsmassnahmen für LinTim-Einsätze in «Multi-Linetype»-Umgebungen.
In:
Workshop der DFG-Forschungsgruppe 2083, Industrietag LinTim, Karlsruhe, Deutschland, 22. September 2022.
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Bütikofer, Stephan; Wüst, Reimond Matthias; Zumkehr, Maria,
2022.
Automatic generation of a service intention in public transport with integrated travel chains.
In:
Annual conference of the Operations Research Society of Germany (GOR e.V.) (OR2022), Karlsruhe, Germany, 6-9 September 2022.
Available from: https://www.or2022.de/