Senior Research Fellow
Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M., & Liotta, A. (2016). A topological insight into restricted Boltzmann machines. Machine Learning, 104(2-3), 243-270. https://doi.org/10.1007/s10994-016-5570-z
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic feature...
Bosman, H. H., Iacca, G., Tejada, A., Wörtche, H. J., & Liotta, A. (2017). Spatial anomaly detection in sensor networks using neighborhood information. Information Fusion, 33, 41-56. https://doi.org/10.1016/j.inffus.2016.04.007
The field of wireless sensor networks (WSNs), embedded systems with sensing and networking capability, has now matured after a decade-long research effort and technological ad...
V. Kann Rasmussen Foundation
The challenge that climate change poses to humanity and the natural environment is critical and well documented. Faced with such an unprecedented challenge, three responses are needed: drastic cuts in...
The project is to investigate & model travel behaviour & investigate attitudes for HH in Saudi Arabia (SA) taking. Although there have been a large number of research investigations in the area of tr...
COMPASS will investigate ICT solutions for improving passenger co-modality for long-distiance, rural and urban travel.
Professor of Data Science and Intelligent Systems
This research will investigate the nature of interactions between people and experience-oriented technologies such as new-media artw...
The aim of this research is to identify and quantify the changes to driver behaviour, with a specific emphasis on safety, that result f...