Mingjun Zhong is a Lecturer in Machine Learning at the Department of Computing Science in the University of Aberdeen. My research interests are mainly (application-driven) machine learning and computational statistics. My research mission is to understand patterns and phenomena observed in real-world data by devising probabilistic and statistical machine learning methodologies.
I have been working on the following directions with machine learning:
- Ambulance data.
- Non-intrusive load monitoring (energy disaggregation).
- Spectroscopy data.
- EEG and fMRI.
- Variational inference
- Markov chain Monte Carlo.
In the foreseen future, I will be particularly focusing on machine learning for health care data and energy.
To be updated …