Information and Communication Technologies

Within our focus area Information and Communication Technologies we perform projects related to system modelling, data analysis, signal processing, machine learning and video enhancement. In line with Chalmers area of advance ICT our researchers strive to deliver state of the art technology within this field.

Towards Automotive Big Data Analytics

Data Mining for Usage Patterns   The data available in today’s and future cars contain vast amounts of information and turning this into useful knowledge for decision support for product development of new and existing solutions in the car would provide a…

Real-Time Video Enhancement for Automotive Applications

Modern automotive technology includes video cameras and automatic safety features, both autonomous systems and systems that include the driver. One critical element is to display the surrounding scene of the car as clearly as possible for the driver, with the help of…

Root Cause Analysis of Quality Deviations in Manufacturing

The vision of the project Root Cause Analysis of Quality Deviations in Manufacturing Using Machine Learning (RCA-ML) is to develop machine learning and big data analytics methods for identifying root causes of failures and quality deviations in manufacturing processes. The recent developments…

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