Conference proceedings

Displaying 1 - 2 of 2 in analysis (remove filter), Enviornmental data analysis and modelling (remove filter)

CEST Proceedings are published under the ISSN 2944-9820.

Multivariate Statistical Analyses of Groundwater Hydrochemical Data of Tirnavos Sub-basin (Central Greece)

(Corresponding) Vrouhakis I., Pisinaras V., Panagopoulos A., Stamatis G.

Topic:

Enviornmental data analysis and modelling

Abstract. Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) were applied in the groundwater hydrochemical parameters dataset of the Tirnavos alluvial sub basin-central Greece. PCA results suggest occurrence of four principal components both for dry and wet periods. Results...Read more

Keywords:

hydrochemistry, principal components, cluster analysis, geographical distribution

DOI:

https://doi.org/10.30955/gnc2019.00799

Conference:

CEST2019

Paper ID:

cest2019_00799

Meteorological Data Science: exploiting causality discovery in time-series for knowledge discovery and improved forecasting

Gkikas A., (Corresponding) Maragoudakis M.

Topic:

Enviornmental data analysis and modelling

Climate change and its impact on everyday life still remains one of the greatest challenge of our era. The complex nature of climate data addresses the use of data science techniques to provide predictive analytics to the task at hand. While most existing approaches exploit correlation between...Read more

Keywords:

Data Science, Causal Inference, Time-Series Analysis, Graph Analysis, Feature Selection

DOI:

https://doi.org/10.30955/gnc2019.00828

Conference:

CEST2019

Paper ID:

cest2019_00828