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Knowledge-Guided Machine Learning for Optimization Problems
Explainable AI for Computational Algebra
Unreliable information, e.g., conspiracy, rumour, misinformation or disinformation, may (unintentionally or intentionally) mislead and misconceptualize the public against certain entities or events.
The objective of this project is to push the state of the art in specific areas of computer vision related to 3D point cloud processing in order to develop the building blocks of an online clothing recommendation system.
Neurodegenerative diseases, such as Alzheimer’s disease (AD) and Parkinson’s disease (PD), affect tens of millions of people worldwide.
In this PhD project, we aim to develop nonlinear signal processing, systems engineering, and advanced deep learning techniques, including graph neural networks, to capture spatial and temporal features of EEG signals and characterise neurodegenerative diseases.
This project aims to develop novel solutions for long text summarisation by extracting and representing the text structure and by modelling the process of text comprehension.