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Markus Heinonen
Postdoctoral Fellow (AoF)
Department of Computer Science (www)
Person profile
Website: https://users.aalto.fi/~heinom10
Research groups
- CSB group of Prof. Harri Lähdesmäki
- PML group of Prof. Samuel Kaski
- KEPACO group of Prof. Juho Rousu
Publications
Person profile
Background
-
2013-2014 Postdoc in the Rosiris project @ IBISC, University of Evry, France
- Research on time-series modeling of irradiated human endothelial cell gene expression
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2008-2012 PhD @ University of Helsinki
- PhD Thesis "Computational methods for small molecules" on metabolomics, metabolite identification, reaction function prediction and other topics using kernel methods
Background
-
2013-2014 Postdoc in the Rosiris project @ IBISC, University of Evry, France
- Research on time-series modeling of irradiated human endothelial cell gene expression
-
2008-2012 PhD @ University of Helsinki
- PhD Thesis "Computational methods for small molecules" on metabolomics, metabolite identification, reaction function prediction and other topics using kernel methods
Keywords
machine learning
bioinformatics
Metabolomics
gaussian processes
Proteomics
Spectral kernels
deep learning
Bayesian learning
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