Daniele Zambon

Daniele Zambon

Università della Svizzera Italiana Lugano - Lugano / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 5615649
Université de la Suisse italienne
person_outline Daniele Zambon's MOST POPULAR ARTICLES
1-) A survey on graph neural networks for time series: Forecasting, classification, imputation, and anomaly detectionM Jin, HY Koh, Q Wen, D Zambon, C Alippi, GI Webb, I King, S PanIEEE Transactions on Pattern Analysis and Machine Intelligence, 2024109*2024
2-) Understanding pooling in graph neural networksD Grattarola, D Zambon, FM Bianchi, C AlippiIEEE transactions on neural networks and learning systems 35 (2), 2708 - 2718, 20241042024
3-) Concept drift and anomaly detection in graph streamsD Zambon, C Alippi, L LiviIEEE transactions on neural networks and learning systems 29 (11), 5592-5605, 2018602018
4-) Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature ManifoldsD Grattarola, D Zambon, C Alippi, L LiviIEEE Transactions on Neural Networks and Learning Systems 31 (6), 1856-1869, 202056*2020
5-) Taming local effects in graph-based spatiotemporal forecastingA Cini, I Marisca, D Zambon, C AlippiAdvances in Neural Information Processing Systems 36, 2024202024