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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Baumann, Joachim; Castelnovo, Alessandro; Cosentini, Andrea; Crupi, Riccardo; Inverardi, Nicole; Regoli, Daniele,
2023.
Bias on demand : investigating bias with a synthetic data generator[paper].
In:
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence.
32nd International Joint Conference on Artificial Intelligence (IJCAI), Macao, S.A.R, 19-25 August 2023.
International Joint Conferences on Artificial Intelligence Organization.
pp. 7110-7114.
Available from: https://doi.org/10.24963/ijcai.2023/828
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2023.
Medium.
Available from: https://medium.com/@jocwulf/gamification-of-childrens-learning-with-chatgpt-a-prototype-application-and-first-application-51e5cb89c6c8
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Wulf, Jochen; Meierhofer, Jürg,
2023.
Pioneering a new era of automated customer service with large language models (LLMs).
Medium.
Available from: https://medium.com/@jocwulf/pioneering-a-new-era-of-automated-customer-service-with-large-language-models-llms-1cc4aacbeb03
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Wulf, Jochen; Meierhofer, Jürg,
2023.
Unlocking the business potential of large language models : real-world applications and obstacles.
LinkedIn Pulse.
Available from: https://www.linkedin.com/pulse/unlocking-business-potential-large-language-models-real-world-wulf/
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2023.
Deep learning for predictive maintenance : scalable implementation in operational setups.
In:
10th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 22-23 June 2023.
Available from: https://sds2023.ch/deep-learning-for-predictive-maintenance