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Ivan Marisca — most-cited papers & profile · Time Series
← authors
·
overview
Ivan Marisca
9
papers ·
77
citations ·
6
h-index
Dalle Molle Institute for Artificial Intelligence Research · Università della Svizzera italiana
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Most-cited papers
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
2021 · 40 citations
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
2022 · 19 citations
Taming Local Effects in Graph-based Spatiotemporal Forecasting
2023 · 7 citations
Graph Deep Learning for Time Series Forecasting
2023 · 3 citations
Scalable Spatiotemporal Graph Neural Networks
2022 · 3 citations
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
2024 · 2 citations
PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning
2025
Top co-authors
Cesare Alippi
· 7
Andrea Cini
· 5
Daniele Zambon
· 3
Filippo Maria Bianchi
· 2
Daniele Nerini
· 1
Jonas Bhend
· 1
Michele Cattaneo
· 1
Topics
stat.ML
cs.LG
Linear & Patch Models
Anomaly Detection
cs.NI
Domain — Energy/Weather
cs.NE
math.DS
Probabilistic