Daniele Zambon
Università della Svizzera italiana(CH)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Graph Theory and Algorithms, Complex Network Analysis Techniques, Time Series Analysis and Forecasting, Data Stream Mining Techniques
Most-Cited Works
- → A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection(2024)346 cited
- → Understanding Pooling in Graph Neural Networks(2022)107 cited
- → Cardiac troponin elevations in chronic renal failure: prevalence and clinical significance(1999)103 cited
- → Concept Drift and Anomaly Detection in Graph Streams(2018)53 cited
- → Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds(2019)40 cited
- → ECG Monitoring in Wearable Devices by Sparse Models(2016)14 cited
- → Graph Deep Learning for Time Series Forecasting(2025)11 cited
- → Sparse Graph Learning from Spatiotemporal Time Series(2022)11 cited
- Learning Graph Embeddings on Constant-Curvature Manifolds for Change Detection in Graph Streams.(2018)