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
-
Lubbe, Sugnet; Filzmoser, Peter; Templ, Matthias,
2021.
Comparison of zero replacement strategies for compositional data with large numbers of zeros.
Chemometrics and Intelligent Laboratory Systems.
210(104248).
Available from: https://doi.org/10.1016/j.chemolab.2021.104248
-
Goren Huber, Lilach; Pizza, Gianmarco,
2021.
Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen.
fmpro service.
2021(6), pp. 6-8.
-
Sick, Beate; Hathorn, Torsten; Durr, Oliver,
2021.
In:
2020 25th International Conference on Pattern Recognition (ICPR).
25th International Conference on Pattern Recognition (ICPR), virtual, 10-15 January 2021.
IEEE.
pp. 2476-2481.
Available from: https://doi.org/10.1109/ICPR48806.2021.9413177
-
Meierhofer, Jürg; Schweiger, Lukas; Schreuder, Lukas,
2021.
Digital twin based decision support services in business operations[paper].
In:
West, Shaun; Meierhofer, Jürg; Ganz, Christopher, eds.,
Smart services summit : digital as an enabler for smart service business development.
Third Smart Services Summit 2020, Zurich (online), 23 October - 23 December 2020.
Cham:
Springer.
pp. 117-129.
Progress in IS.
Available from: https://doi.org/10.1007/978-3-030-72090-2_11
-
West, Shaun; Stoll, Oliver; Meierhofer, Jürg; Züst, Simon,
2021.
Digital twin providing new opportunities for value co-creation through supporting decision-making.
Applied Sciences.
11(9), pp. 3750.
Available from: https://doi.org/10.3390/app11093750