Lorenzo Livi - Concepedia

Author

Lorenzo Livi

Sapienza University of Rome ORCID

Also Known As

L. Livi, Livi L., Livi, Lorenzo, Lorenzo Livi

Publications

2.2K

Citations

H-Index

Concepts

All Affiliations

Sapienza University of Rome Toronto Metropolitan University University of Exeter University of Manitoba Politecnico di Milano

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	30	1.5K
2	Business	6	6	213
3	Education	1	1	187
4	Health Sciences	1	1	10
5	Language Studies	1	1	32

Lorenzo Livi

Publications

Citations

H-Index

Page 1

	Year	Citations
Graph Neural Networks with Convolutional ARMA Filters Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi, IEEE Transactions on Pattern Analysis and Machine Intelligence Graph Neural NetworksGraph Representation LearningGraph TheoryMachine LearningData Science	2021	415
The graph matching problem Lorenzo Livi, Antonello Rizzi Pattern Analysis and Applications Network ScienceGraph TheoryGraph AlgorithmsEngineeringStructural Graph Theory	2012	187
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 EngineeringNetwork AnalysisComplex SystemsSocial SciencesNetwork Dynamic	2016	100
Granular computing, computational intelligence, and the analysis of non-geometric input spaces Lorenzo Livi, Alireza Sadeghian Granular Computing Computational Complexity TheoryEngineeringGeometric AlgorithmNon-geometric Input SpacesInformation Granule	2015	98
Deep divergence-based approach to clustering Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Neural Networks	2019	76
Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization Lorenzo Livi, Filippo Maria Bianchi, Cesare Alippi IEEE Transactions on Neural Networks and Learning Systems	2017	63
Learning representations of multivariate time series with missing data Filippo Maria Bianchi, Lorenzo Livi, Karl Øyvind Mikalsen, Pattern Recognition EngineeringData SciencePredictive AnalyticsKnowledge DiscoveryMultidimensional Analysis	2019	61
Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi, IEEE Transactions on Neural Networks and Learning Systems	2020	57
Modeling and recognition of smart grid faults by a combined approach of dissimilarity learning and one-class classification Enrico De Santis, Lorenzo Livi, Alireza Sadeghian, Neurocomputing Fault DiagnosisReliability EngineeringEngineeringMachine LearningData Science	2015	55
Concept Drift and Anomaly Detection in Graph Streams Daniele Zambon, Cesare Alippi, Lorenzo Livi IEEE Transactions on Neural Networks and Learning Systems Anomaly DetectionEngineeringNetwork AnalysisGraph Signal ProcessingStreaming Algorithm	2018	53

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