Giovanni Aloisio

University of Salento — Italy

Computer Science · Physical Sciences

25h-index3.2kcitations339works1.02yr avg
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Research Topics

Distributed and Parallel Computing Systems(143), Scientific Computing and Data Management(106), Advanced Data Storage Technologies(56), Parallel Computing and Optimization Techniques(39), Augmented Reality Applications(34)

Publications339 total

MedFormer: a data-driven model for forecasting the Mediterranean Sea
2025Open Access
Application of association rule mining to assess forest species distribution in Italy considering abiotic and biotic factors
Ecological Informatics·2025Open Access
Ambient air pollutants and sperm quality in healthy Italian young men: a multicenter prospective cohort study with repeated measures
Environmental Research·2025· 1 citedOpen Access
Application of association rule mining to assess forest species distribution in Italy considering abiotic and biotic factors
arXiv (Cornell University)·2025Open Access
Transferring climate change physical knowledge
Proceedings of the National Academy of Sciences·2025· 5 citedOpen Access
How fair are we? From conceptualization to automated assessment of fairness definitions
Software & Systems Modeling·2025· 3 citedOpen Access
Application of Association Rule Mining to Assess Forest Species Distribution in Italy Considering Abiotic and Biotic Factors
SSRN Electronic Journal·2025· 1 citedOpen Access
Towards Early Detection of Algorithmic Bias from Dataset's Bias Symptoms: An Empirical Study
SSRN Electronic Journal·2025Open Access
A Data Space environment for big data and ML-based climate applications in the European Open Science Cloud
2024Open Access
An end-to-end workflow for climate data management and analysis integrating HPC, Big Data and Machine Learning 
2024Open Access
Optimizing Medslik-II: Parametrization through a bayesian search algorithm applied at the Baniyas oil spill incident (Syria, 2021)
2024· 1 citedOpen Access
End-to-End Workflows for Climate Science: Integrating HPC Simulations, Big Data Processing, and Machine Learning
2023· 1 citedOpen Access
An Ensemble Machine Learning Approach for Tropical Cyclone Localization and Tracking From ERA5 Reanalysis Data
Earth and Space Science·2023· 14 citedOpen Access
PyOphidia: A Python library for High Performance Data Analytics at scale
SoftwareX·2023· 3 citedOpen Access
Immorlano et al., 2023. Transferring climate change knowledge - Code and Data
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Transferring climate change physical knowledge
arXiv (Cornell University)·2023· 2 citedOpen Access
PIV wake survey of a drone propeller for amphibious applications
Journal of Physics Conference Series·2023· 2 citedOpen Access
An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data
arXiv (Cornell University)·2023· 1 citedOpen Access
Second white paper on community guidelines on the use, value and applicability of emerging technologies in climate and weather applications - Deliverable D2.7
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
An EOSC-enabled Data Space Environment for Climate Science
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
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Frequent Co-authors

Sandro Fiore(19), Massimo Cafaro(19), Maria Mirto(10), Lucio Tommaso De Paolis(9), Italo Epicoco(8), Daniele Lezzi(7), Pietro Vecchio(5), Silvia Mocavero(4), Donatello Elia(4), Ignácio Blanquer(4), Maria G. Celentano(4), L Oliva(4), Cosimo Palazzo(3), Alessandro D’Anca(3), Paul Messina(2), Mario Felli(2), Carlos Eduardo Santos Pires(2), Demetrio Gomes Mestre(2), Nazareno Andrade(2), Tarciso Braz(2)