dr. Christina Papagiannopoulou
No current affiliation with UGent
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Fast pathogen identification using single-cell matrix-assisted laser desorption/ionization-aerosol time-of-flight mass spectrometry data and deep learning methods
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- Conference Paper
- P1
- open access
Investigating time series classification techniques for rapid pathogen identification with single-cell MALDI-TOF mass spectrum data
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- Journal Article
- A1
- open access
Global hydro-climatic biomes identified via multitask learning
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- PhD Thesis
- open access
A data-guided insight into global climate-vegetation dynamics
(2018) -
A non-linear data-driven approach to reveal global vegetation sensitivity to climate
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Analyzing Granger causality in climate data with time series classification methods
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- Journal Article
- A1
- open access
A non-linear Granger-causality framework to investigate climate-vegetation dynamics
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- Journal Article
- A1
- open access
Vegetation anomalies caused by antecedent precipitation in most of the world
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Discovering relationships in climate-vegetation dynamics using satellite data