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Solving the famous vehicle-routing problem using Deep Q-Learning +
This thesis aims to leverage Foundation Models and develop new aggregation paradigms to overcome challenges in Federated Learning. +
V
Design and implementation of a protocol that enables Vulnerable Road Users to share their intentions with vehicles. +
It is an explanatory project with a company called Mutual Benefits Engineering AB +
Classify modes of operation of Volvo vehicles based on on-board data +
This project intents to explore the modeling of the usage of vehicles using unsupervised machine learning algorithms in different context which are logged over time. +
Build a graphical tool in python for plotting vehicular networks +
The thesis is part of an ongoing project to develop drone-based lighting solutions for improving traffic safety and for encouraging travels to take bicycles. +
Using visual transformers for predicting the diagnosis of multiple neurodegenerative brain disorders +
Visual analysis to steer infotainment in car interiors +
W
In this project, a wideband millimeter-wave dielectric resonator antenna will be designed to ensure high gain and channel capacity. +
Finding different clusters of machines based on their behavior as a first step towards anomaly detection and predictive maintenance. +
This project, in collaboration with Volvo Group, investigates how automation can raise workshop throughput, repair quality, and technician experience through data-driven perception and pragmatic use of automation. +
X
XAI for time series data - collaboration with the mathematics and statistics dept. of the University of West Florida +
Explainable Artificial Intelligence (XAI) on Time Series Data +
To analyze the classification of yoga postures and the potential misclassification due to occlusion and perspective of images +
Z
Scalable mapping through crowd sourcing +
Zero-Shot Learning for Semantic Segmentation +
