Concepedia

Lorenzo Livi

LL

51

Publications

2K

Citations

23

H-Index

2012

Active since

Affiliations

Sapienza University of Rome(Current)

Toronto Metropolitan University

University of Exeter

University of Manitoba

Politecnico di Milano

Lorenzo Livi is an author at Sapienza University of Rome specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryData MiningMachine LearningGraph TheoryNetwork AnalysisPattern RecognitionGraph Processing

Publications per year

2012–2022

51

Publications

51

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

The graph matching problem

Lorenzo Livi, Antonello Rizzi · Pattern Analysis and Applications · 2012 · 187 citations

Network Science, Graph Theory, Graph Algorithms +10

Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis

Filippo Maria Bianchi, Lorenzo Livi, Cesare Alippi · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 100 citations · Full text

Engineering, Network Analysis, Complex Systems +17

Granular computing, computational intelligence, and the analysis of non-geometric input spaces

Lorenzo Livi, Alireza Sadeghian · Granular Computing · 2015 · 98 citations · Full text

Computational Complexity Theory, Engineering, Geometric Algorithm +8

Deep divergence-based approach to clustering

Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi et al. · Neural Networks · 2019 · 76 citations · Full text

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