Matteo Rucco

According to our database, Matteo Rucco authored at least 21 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning.

Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco

CoRR, 2024

Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data.

Javier Perera-Lago, Víctor Toscano-Durán, Eduardo Paluzo-Hidalgo, Sara Narteni, Matteo Rucco

Proceedings of the Explainable Artificial Intelligence, 2024

2022

On the Intersection of Explainable and Reliable AI for Physical Fatigue Prediction.

Sara Narteni, Vanessa Orani, Enrico Cambiaso, Matteo Rucco, Maurizio Mongelli

IEEE Access, 2022

2019

Persistent entropy for separating topological features from noise in vietoris-rips complexes.

Nieves Atienza, Rocío González-Díaz, Matteo Rucco

J. Intell. Inf. Syst., 2019

Fast Glioblastoma Detection in Fluid-attenuated inversion recovery (FLAIR) images by Topological Explainable Automatic Machine Learning.

Matteo Rucco

CoRR, 2019

Topological Run-time Monitoring for Complex Systems.

Matteo Rucco, Luca Tesei, Emanuela Merelli

CoRR, 2019

A methodology for part classification with supervised machine learning.

Matteo Rucco, Franca Giannini, Katia Lupinetti, Marina Monti

Artif. Intell. Eng. Des. Anal. Manuf., 2019

2017

A new topological entropy-based approach for measuring similarities among piecewise linear functions.

Matteo Rucco, Rocío González-Díaz, Maria Jose Jimenez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli

Signal Process., 2017

Topological Data Analysis for Self-organization of Biological Tissues.

María José Jiménez, Matteo Rucco, Pablo Vicente-Munuera, Pedro Gómez-Gálvez, Luis M. Escudero

Proceedings of the Combinatorial Image Analysis - 18th International Workshop, 2017

CAD Assembly Retrieval and Browsing.

Matteo Rucco, Katia Lupinetti, Franca Giannini, Marina Monti, Jean-Philippe Pernot

Proceedings of the Product Lifecycle Management and the Industry of the Future, 2017

2016

A topological approach for multivariate time series characterization: the epileptic brain.

Emanuela Merelli, Marco Piangerelli, Matteo Rucco, Daniele Toller

EAI Endorsed Trans. Self Adapt. Syst., 2016

Topological classifier for detecting the emergence of epileptic seizures.

Marco Piangerelli, Matteo Rucco, Emanuela Merelli

CoRR, 2016

Separating Topological Noise from Features Using Persistent Entropy.

Nieves Atienza, Rocío González-Díaz, Matteo Rucco

Proceedings of the Software Technologies: Applications and Foundations, 2016

Survey of TOPDRIM Applications of Topological Data Analysis.

Emanuela Merelli, Matteo Rucco, Luca Tesei, Marco Piangerelli, Adane Letta Mamuye, Michela Quadrini

Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016

2015

Topological Characterization of Complex Systems: Using Persistent Entropy.

Emanuela Merelli, Matteo Rucco, Peter M. A. Sloot, Luca Tesei

Entropy, 2015

Topological characterization of S[B] systems: From data to models of complexity.

Emanuela Merelli, Matteo Rucco, Peter M. A. Sloot, Luca Tesei

CoRR, 2015

Topological classification of small DC motors.

Matteo Rucco, Enrico Concettoni, Cristina Cristalli, Andrea Ferrante, Emanuela Merelli

Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Persistent Homology on RNA Secondary Structure Space.

Adane Letta Mamuye, Matteo Rucco

Proceedings of the BICT 2015, 2015

2014

jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology.

Jacopo Binchi, Emanuela Merelli, Matteo Rucco, Giovanni Petri, Francesco Vaccarino

Proceedings of the 5th International Workshop on Interactions between Computer Science and Biology, 2014

Neural Hypernetwork Approach for Pulmonary Embolism diagnosis.

Matteo Rucco, David M. S. Rodrigues, Emanuela Merelli, Jeffrey H. Johnson, Lorenzo Falsetti, Cinzia Nitti, Aldo Salvi

CoRR, 2014

Characterisation of the Idiotypic Immune Network Through Persistent Entropy.

Matteo Rucco, Filippo Castiglione, Emanuela Merelli, Marco Pettini

Proceedings of the 2014 European Conference on Complex Systems, 2014