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Logo of the University of Applied Sciences and Arts Northwestern Switzerland
  • Degree Programmes
  • Continuing Education
  • Research and Services
  • International
  • About FHNW
DeEn
Locations and ContactFHNW LibraryMedia Relations
Sc...
FHNW School of Comp...
Institute for D...
Cooperation with business and...

Cooperation with business and industry

We use different channels to transfer our knowledge and expertise from research to business and industry. In doing so, we support partner companies by jointly developing customised solutions for specific issues.

Student projects

We offer business and industry partners the opportunity to tender projects for semester, bachelor and master theses. Together we define the scope of the project and take over the supervision and evaluation of the work. Of course, the participating company is welcome to get actively involved. This offers the opportunity to come into contact with potential future employees.

Preliminary studies

We support business and industry partners in clarifying the feasibility of project ideas. In doing so, we contribute our competences and point out innovative solutions.

Research projects

In research projects with partners from business and industry, we develop solutions to concrete questions of application-oriented research. In order to ensure the transfer of knowledge and technology to the participating company, we usually carry out such projects in close cooperation with employees of the partner company. 

Funding

In addition to direct financing by the industrial partner, application-oriented research projects can also be supported with various subsidies. Depending on the project, cantonal, national and international institutions offer funding assistance.

Selected projects

  • Pioneering Swiss Building Renovation with Computer Vision and Digital Twins

    Buildings in Switzerland use about 40% of the country's energy. We are developing a system to create digital models of physical buildings to make the reno...

  • Marvel: Real-time pollen information

    Together with our project partners, we develop zero-shot learning and other machine learning tools for recognising pollen particles anywhere in the world....

  • Enhancing Third Party Patent Monitoring with Machine Learning and Natural Language Processing

    Application of state-of-the-art NLP models increases efficiency of third party patent monitoring in the nutrition and bioscience industry.

Other realised projects with the industry

  • Web application for estimating construction costs
  • Optimizing hydro power plant maintenance planning
  • Semi-automated reporting of side effects of drugs
  • Prediction of real estate prices (construction costs, insurance prices, offer prices, rental prices, etc.) 
  • Recommender systems (for job placement solutions, auction platforms, investment instruments, etc.) 
  • Chatbots for various industries
  • Automatic processing of medical documents (e.g. side effects of medication)
  • Predictive logistics management (for seasonally fluctuating business areas)
  • Algorithms for image reconstruction in astrophysics and image segmentation in neuroscience
  • Development of a data processing pipeline spanning several European supercomputing facilities
  • Prediction of customer churn to stabilise business performance
  • Predictive modelling to identify customer potential for cross-selling
  • Optimisation of industrial production planning

About FHNW

FHNW School of Computer Science
Institute for Data Science
Michael Graber

Prof. Dr. Michael Graber

Lecturer in Machine Learning and Data Science

Telephone

+41 56 202 84 08 (undefined)

E-mail

michael.graber@fhnw.ch

Address

FHNW University of Applied Sciences and Arts Northwestern Switzerland School of Computer Science Bahnhofstrasse 6 CH-5210 Windisch

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