Research Explorer

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Researcher

Christina Papagiannopoulou

Awards & Distinctions

9 Results

2020

Fast pathogen identification using single-cell matrix-assisted laser desorption/ionization-aerosol time-of-flight mass spectrometry data and deep learning methods

Christina PapagiannopoulouRené ParchenPeter RubbensWillem Waegeman

A1 Journal Article in ANALYTICAL CHEMISTRY

Investigating time series classification techniques for rapid pathogen identification with single-cell MALDI-TOF mass spectrum data

Christina PapagiannopoulouRené ParchenWillem Waegeman

2018

A data-guided insight into global climate-vegetation dynamics

Christina PapagiannopoulouWillem WaegemanDiego Miralles

Global hydro-climatic biomes identified via multitask learning

Christina PapagiannopoulouDiego MirallesMatthias DemuzereNiko VerhoestWillem Waegeman

A1 Journal Article in GEOSCIENTIFIC MODEL DEVELOPMENT

2017

A non-linear Granger-causality framework to investigate climate-vegetation dynamics

Christina PapagiannopoulouDiego MirallesStijn DecubberMatthias DemuzereNiko VerhoestWouter A DorigoWillem Waegeman

A1 Journal Article in GEOSCIENTIFIC MODEL DEVELOPMENT

A non-linear data-driven approach to reveal global vegetation sensitivity to climate

Diego MirallesMatthias DemuzereNiko VerhoestChristina PapagiannopoulouStijn DecubberWillem WaegemanWouter A. Dorigo

Analyzing Granger causality in climate data with time series classification methods

Christina PapagiannopoulouStijn DecubberDiego MirallesMatthias DemuzereNiko VerhoestWillem Waegeman

Vegetation anomalies caused by antecedent precipitation in most of the world

Christina PapagiannopoulouDiego MirallesWouter A DorigoNiko VerhoestMathieu DepoorterWillem Waegeman

A1 Journal Article in ENVIRONMENTAL RESEARCH LETTERS

2016

Discovering relationships in climate-vegetation dynamics using satellite data

Christina PapagiannopoulouDiego MirallesMathieu DepoorterNiko VerhoestWouter DorigoWillem Waegeman