Ivan Marisca
- Filling the Gaps: Multivariate Time Series Imputation by Graph Neural Networks
2021/07/31 by Andrea Cini, Ivan Marisca, Cini, Andrea +3 · 11 citations
Neuroscience · Computer Science · #Functional Brain Connectivity Studies #Context-Aware Activity Recognition Systems #Advanced Graph Neural Networks
- Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
2022/05/26 by Ivan Marisca, Andrea Cini, Marisca, Ivan +3 · 8 citations
Neuroscience · Medicine · Computer Science · #Functional Brain Connectivity Studies #Data-Driven Disease Surveillance #Data Visualization and Analytics
- Scalable Spatiotemporal Graph Neural Networks
2022/09/14 by Andrea Cini, Cini, Andrea, Ivan Marisca +5 · 6 citations
Computer Science · Decision Sciences · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
- Graph Deep Learning for Time Series Forecasting
2023/10/24 by Andrea Cini, Cini, Andrea, Ivan Marisca +5 · 7 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
- Taming Local Effects in Graph-based Spatiotemporal Forecasting
2023/02/08 by Andrea Cini, Cini, Andrea, Ivan Marisca +5 · 5 citations
Computer Science · Environmental Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)