List of works - Lorenzo Livi

An agent-based algorithm exploiting multiple local dissimilarities for clusters mining and knowledge discovery ⬇️

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds

scientific article published on 30 July 2019

Concept Drift and Anomaly Detection in Graph Streams

scientific article published on 09 March 2018

Deep divergence-based approach to clustering

scientific article published on 08 February 2019

Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization. ⬇️

scientific article published on 16 January 2017

Discrimination and Characterization of Parkinsonian Rest Tremors by Analyzing Long-Term Correlations and Multifractal Signatures ⬇️

scientific article published on 8 January 2016

Distinguishability of interval type-2 fuzzy sets data by analyzing upper and lower membership functions

Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere

scientific article published on 25 September 2019

Embedding and Trajectories of Temporal Networks

scientific article published in January 2023

Entropic One-Class Classifiers. ⬇️

scientific article

Granular modeling and computing approaches for intelligent analysis of non-geometric data

Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling

scientific article published on 31 December 2020

Input-to-State Representation in Linear Reservoirs Dynamics

scientific article published in 2022

Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis ⬇️

scientific article published on 2 December 2016

Multifractal cross-correlation effects in two-variable time series of complex network vertex observables. ⬇️

scientific article published on 12 October 2016

Multiplex visibility graphs to investigate recurrent neural network dynamics ⬇️