Author

Marco Gregnanin

Observed name: Gregnanin, Marco

Institutions: IMT School for Advanced Studies Lucca, KU Leuven

Observed institutions: IMT School for Advanced Studies Lucca, Sapienza University of Rome, KU Leuven

ORCID: 0009-0004-3205-6997

Observed ORCID: 0009-0004-3205-6997

OpenAlex ID: A5102707083

Predicting the Failure of Component X in the Scania Dataset with Graph Neural Networks

2024 · Maurizio Parton, Andrea Fois, et al. · Lecture notes in computer science · 9

The lunar gravity mission MAGIA: preliminary design and performances

2010 · Marco Fermi, Marco Gregnanin, et al. · Experimental Astronomy · 4

Signature-Based Community Detection for Time Series

2024 · Marco Gregnanin, Johannes De Smedt, et al. · Studies in computational intelligence · 3

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Stock Price Time Series Forecasting Using Dynamic Graph Neural Networks and Attention Mechanism in Recurrent Neural Networks

2024 · Marco Gregnanin, Johannes De Smedt, et al. · Communications in computer and information science · 2

Signature-based portfolio allocation: a network approach

2024 · Marco Gregnanin, Yanyi Zhang, et al. · Applied Network Science · 2

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Investigation of the lunar interior with a microwave interferometer

2008 · M. Fermi, Peter Bender, et al. · 37th COSPAR Scientific Assembly · 2

Dynamic Hypergraph Representation Learning for Multivariate Time Series without Prior Knowledge

2026 · Gregnanin, Marco, De Smedt, Johannes, et al. · arXiv (Cornell University)

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A Generative Adversarial Graph Neural Network for Synthetic Time Series Data

2026 · Gregnanin, Marco, De Smedt, Johannes, et al. · arXiv (Cornell University)

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The Statistical Significance of the Inclusion of Graph Neural Networks in the Financial Time Series Forecasting Problem

2026 · Gregnanin, Marco, De Smedt, Johannes, et al. · arXiv (Cornell University)

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Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024

2024 · Metta, Carlo, Gregnanin, Marco, et al. · arXiv (Cornell University)

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Hedging strategies in jump diffusion pricing models

2019 · Marco Gregnanin

Mapping lunar mascons on the hidden side of the Moon: Gravitational field measurement through a micro-satellite mission

2009 · Marco Gregnanin, Riccardo Marson, et al. · Acta Astronautica

ASI-SRV general purpose modules for the preprocessing of remote sensed optical data

2008 · Massimo Musacchio, Fabrizia Buongiorno, et al. · Workshop on Use of Remote Sensing Techniques for Monitoring Volcanoes and Seismogenic Areas (USEReST)

Works count: 13

Citation count: 22

H-index: 3

I10-index: