Mr Marco Canducci
School of Computer Science
Research Student
Contact details
- Address
- School of Computer Science
University 麻豆精选
Edgbaston
Birmingham
B15 2TT
- MSc in Astronomy and Astrophysics at University of Bologna (IT)
- Mathematical Foundations for Computer Science, Teaching assistant (Autumn 2019)
- PhD title
- Multi-Manifold learning in comparison of astronomical observations and numerical simulations
- Supervisor
- Professor Peter Tino
- Multi-manifold learning in complex, noisy data sets and its application to astronomical cases.
- Dimensionality reduction with missing values and classification on bio-medical data sets of metabolome mass-spectra, for identification of relevant features in early diagnosis of degenerative disease.
- M. Canducci, P. Tiño, M. Mastropietro, "Probabilistic modelling of general noisy multi-manifold data sets", Artificial Intelligence, Volume 302, 2022, 103579, ISSN 0004-3702, https://doi.org/10.1016/j.artint.2021.103579.
- Abolfazl Taghribi, Marco Canducci, Michele Mastropietro, Sven De Rijcke, Kerstin Bunte, Peter Tiňo, "ASAP – A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping", Neurocomputing, 2021, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2021.05.108.