Search for dissertations about: "smart learning"
Showing result 6 - 10 of 86 swedish dissertations containing the words smart learning.
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6. Statistical Learning, Dynamics and Control : Fast Rates and Fundamental Limits for Square Loss
Abstract : Learning algorithms play an ever increasing role in modern engineering solutions. However, despite many recent successes, their performance in the context of dynamical and control systems is not exactly well-understood. READ MORE
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7. Computer Vision for Automated Traffic Safety Assessment : A Machine Learning Approach
Abstract : Traffic safety is a complex and important research area with the potential to save many lives in the future. Two key problems are considered, namely the gathering of reliable and detailed road user statistics which can be used to estimate the safety of a traffic environment and taking advantage of surveillance infrastructure to guide and assist vehicles in real time, primarily autonomous ones. READ MORE
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8. Privacy preserving behaviour learning for the IoT ecosystem
Abstract : IoT has enabled the creation of a multitude of personal applications and services for a better understanding and improvement of urban environments and our personal lives. These services are driven by the continuous collection and analysis of sensitive and private user data to provide personalised experiences. READ MORE
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9. Reliable and Efficient Distributed Machine Learning
Abstract : With the ever-increasing penetration and proliferation of various smart Internet of Things (IoT) applications, machine learning (ML) is envisioned to be a key technique for big-data-driven modelling and analysis. Since massive data generated from these IoT devices are commonly collected and stored in a distributed manner, ML at the networks, e.g. READ MORE
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10. Collaborative Predictive Maintenance for Smart Manufacturing : From Wireless Control to Federated Learning
Abstract : Industry 4.0 represents a significant shift in the industrial landscape, aimed at improving efficiency, productivity, and competitiveness. This shift involves the digitalization of industries, impacting manufacturing and maintenance processes. READ MORE