Concepedia

Daniele Grattarola

DG

Statistics

Publications

13

Citations

1.1K

H-Index

12

Active since

2017

Affiliations

Università della Svizzera italiana(Current)

Politecnico di Milano

University of Exeter

University of Manitoba

UiT The Arctic University of Norway

Daniele Grattarola is an author at Università della Svizzera italiana specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningGraph TheoryGraph ProcessingDeep LearningNetwork AnalysisKnowledge DiscoveryBusiness

Publications per year

2017–2022

13

Publications

13

Graph Neural Networks with Convolutional ARMA Filters

Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 415 citations · Full text

Graph Neural Networks, Graph Representation Learning, Graph Theory +13

Graph Neural Networks in TensorFlow and Keras with Spektral [Application Notes]

Daniele Grattarola, Cesare Alippi · IEEE Computational Intelligence Magazine · 2021 · 209 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +17

Understanding Pooling in Graph Neural Networks

Daniele Grattarola, Daniele Zambon, Filippo Maria Bianchi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 104 citations · Full text

Engineering, Machine Learning, Network Analysis +17

Spectral Clustering with Graph Neural Networks for Graph Pooling

Filippo Maria Bianchi, Daniele Grattarola, Cesare Alippi · arXiv (Cornell University) · 2019 · 76 citations · Full text

Cluster Computing, Engineering, Community Mining +16

Graph Neural Networks in TensorFlow and Keras with Spektral

Daniele Grattarola, Cesare Alippi · arXiv (Cornell University) · 2020 · 62 citations · Full text

Graph Neural Networks, Graph Representation Learning, Graph Theory +15

1–5 of 13