Archivio Istituzionale della RicercaVACCARINO, FRANCESCO
VACCARINO, FRANCESCO
Dipartimento di Scienze Matematiche
011485
Learning industrial vehicles’ duty patterns: A real case
2023 Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia
Machine Learning for Seismic Exploration: where are we and how far are we from the Holy Grail?
2023 Khosro Anjom, Farbod; Vaccarino, Francesco; Socco, Laura Valentina
Graph-Informed Neural Networks for Regressions on Graph-Structured Data
2022 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Persistent Homology: A Topological Tool for Higher-Interaction Systems
2022 Vaccarino, Francesco; Fugacci, Ulderico; Scaramuccia, Sara
Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case
2021 Ciampaglia, Alberto; Belingardi, Giovanni; Mastropietro, Antonio; De Gregorio, Alessandro; Vaccarino, Francesco
Design optimization of renewable energy systems for NZEBs based on deep residual learning
2021 Ferrara, Maria; Della Santa, Francesco; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico
Homological scaffold via minimal homology bases
2021 Guerra, Marco; De Gregorio, Alessandro; Fugacci, Ulderico; Petri, Giovanni; Vaccarino, Francesco
Layer-wise relevance propagation for backbone identification in discrete fracture networks
2021 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Machine learning for flux regression in discrete fracture networks
2021 Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.
Parallel decomposition of persistence modules through interval bases
2021 DE GREGORIO, Alessandro; Guerra, Marco; Scaramuccia, Sara; Vaccarino, Francesco
Predicting flux in Discrete Fracture Networks via Graph Informed Neural Networks
2021 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Profiling industrial vehicle duties using CAN bus signal segmentation and clustering
2021 Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
Symmetric products, linear representations and trace identities
2021 Vaccarino, Francesco
The physics of higher-order interactions in complex systems
2021 Battiston, Federico; Amico, Enrico; Barrat, Alain; Bianconi, Ginestra; Ferraz de Arruda, Guilherme; Franceschiello, Benedetta; Iacopini, Iacopo; Kéfi, Sonia; Latora, Vito; Moreno, Yamir; Murray, Micah M.; Peixoto, Tiago P.; Vaccarino, Francesco; Petri, Giovanni
Application of Deep Learning to Design Renewable Energy Systems fo a Zero Energy Multifamily Building
2020 Della Santa, Francesco; Ferrara, Maria; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico
Computing invariants for multipersistence via spectral systems and effective homology
2020 Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco
Discrete Fracture Network insights by eXplainable AI
2020 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Neural Epistemology in Dynamical System Learning
2020 Barbiero, P.; Cirrincione, G.; Cirrincione, M.; Piccolo, E.; Vaccarino, F.
On the notion of weak isometry for finite metric spaces
2020 DE GREGORIO, Alessandro; Fugacci, Ulderico; Memoli, Facundo; Vaccarino, Francesco
Computing Multipersistence by Means of Spectral Systems
2019 Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Learning industrial vehicles’ duty patterns: A real case / Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 145:103826(2023), pp. 1-15. [10.1016/j.compind.2022.103826] | 1-gen-2023 | Buccafusco, SilviaCagliero, LucaMegaro, AndreaVaccarino, FrancescoSalvatori, Lucia + | Learning industrial vehicles’ duty patterns_ A real case.pdf |
| Machine Learning for Seismic Exploration: where are we and how far are we from the Holy Grail? / Khosro Anjom, Farbod; Vaccarino, Francesco; Socco, Laura Valentina. - In: GEOPHYSICS. - ISSN 0016-8033. - (2023), pp. 1-111. [10.1190/geo2023-0129.1] | 1-gen-2023 | Khosro Anjom, FarbodVaccarino, FrancescoSocco, Laura Valentina | - |
| Graph-Informed Neural Networks for Regressions on Graph-Structured Data / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: MATHEMATICS. - ISSN 2227-7390. - ELETTRONICO. - (2022). | 1-gen-2022 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | mathematics-10-00786.pdf |
| Persistent Homology: A Topological Tool for Higher-Interaction Systems / Vaccarino, Francesco; Fugacci, Ulderico; Scaramuccia, Sara (UNDERSTANDING COMPLEX SYSTEMS). - In: Higher-Order Systems / Battiston F., Petri G.. - ELETTRONICO. - [s.l] : Springer, 2022. - ISBN 978-3-030-91373-1. - pp. 97-139 [10.1007/978-3-030-91374-8_3] | 1-gen-2022 | Vaccarino, FrancescoFugacci, UldericoScaramuccia, Sara | - |
| Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case / Ciampaglia, Alberto; Belingardi, Giovanni; Mastropietro, Antonio; De Gregorio, Alessandro; Vaccarino, Francesco. - In: SAE TECHNICAL PAPER. - ISSN 0148-7191. - ELETTRONICO. - (2021). [10.4271/2021-01-0366] | 1-gen-2021 | Ciampaglia, AlbertoBelingardi, GiovanniMastropietro, AntonioDe Gregorio, AlessandroVaccarino, Francesco | Artificial Intelligence for damage detection in automotive composite parts.pdf; 2021-01-0366.pdf |
| Design optimization of renewable energy systems for NZEBs based on deep residual learning / Ferrara, Maria; Della Santa, Francesco; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - STAMPA. - 176:(2021), pp. 590-605. [10.1016/j.renene.2021.05.044] | 1-gen-2021 | Ferrara, MariaDella Santa, FrancescoBilardo, MatteoDe Gregorio, AlessandroMastropietro, AntonioFugacci, UldericoVaccarino FrancescoFabrizio, Enrico | RENE2021.pdf |
| Homological scaffold via minimal homology bases / Guerra, Marco; De Gregorio, Alessandro; Fugacci, Ulderico; Petri, Giovanni; Vaccarino, Francesco. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 11:1(2021), p. 5355. [10.1038/s41598-021-84486-1] | 1-gen-2021 | Guerra, MarcoDe Gregorio, AlessandroVaccarino, Francesco + | s41598-021-84486-1.pdf; Homological Scaffold via Minimal Homology Bases.pdf |
| Layer-wise relevance propagation for backbone identification in discrete fracture networks / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: JOURNAL OF COMPUTATIONAL SCIENCE. - ISSN 1877-7503. - ELETTRONICO. - 55:(2021), p. 101458. [10.1016/j.jocs.2021.101458] | 1-gen-2021 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | 1-s2.0-S1877750321001356-main.pdf |
| Machine learning for flux regression in discrete fracture networks / Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.. - In: GEM. - ISSN 1869-2672. - ELETTRONICO. - 12:9(2021). [10.1007/s13137-021-00176-0] | 1-gen-2021 | Berrone S.DELLA SANTA, FRANCESCOPieraccini S.Vaccarino F. | Berrone2021_Article_MachineLearningForFluxRegressi.pdf |
| Parallel decomposition of persistence modules through interval bases / DE GREGORIO, Alessandro; Guerra, Marco; Scaramuccia, Sara; Vaccarino, Francesco. - ELETTRONICO. - (2021). | 1-gen-2021 | Alessandro De GregorioMarco GuerraSara ScaramucciaFrancesco Vaccarino | 2106.11884 (1).pdf |
| Predicting flux in Discrete Fracture Networks via Graph Informed Neural Networks / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - ELETTRONICO. - Machine Learning and the Physical Sciences:(2021). (Intervento presentato al convegno Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS) nel December 13, 2021). | 1-gen-2021 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | NeurIPS_ML4PS_2021_87.pdf |
| Profiling industrial vehicle duties using CAN bus signal segmentation and clustering / Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo. - ELETTRONICO. - 2841:(2021), pp. 1-6. (Intervento presentato al convegno Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021 tenutosi a Nicosia (Cyprus) nel March 23-26, 2021). | 1-gen-2021 | Silvia BuccafuscoAndrea MegaroLuca CaglieroFrancesco Vaccarino + | DARLI-AP_7.pdf |
| Symmetric products, linear representations and trace identities / Vaccarino, Francesco. - In: BEITRAGE ZUR ALGEBRA UND GEOMETRIE. - ISSN 0138-4821. - ELETTRONICO. - (2021). [10.1007/s13366-021-00577-0] | 1-gen-2021 | Francesco Vaccarino | Vaccarino2021_Article_SymmetricProductsLinearReprese.pdf |
| The physics of higher-order interactions in complex systems / Battiston, Federico; Amico, Enrico; Barrat, Alain; Bianconi, Ginestra; Ferraz de Arruda, Guilherme; Franceschiello, Benedetta; Iacopini, Iacopo; Kéfi, Sonia; Latora, Vito; Moreno, Yamir; Murray, Micah M.; Peixoto, Tiago P.; Vaccarino, Francesco; Petri, Giovanni. - In: NATURE PHYSICS. - ISSN 1745-2473. - ELETTRONICO. - 17:10(2021), pp. 1093-1098. [10.1038/s41567-021-01371-4] | 1-gen-2021 | Amico, EnricoBarrat, AlainVaccarino, Francesco + | s41567-021-01371-4.pdf |
| Application of Deep Learning to Design Renewable Energy Systems fo a Zero Energy Multifamily Building / Della Santa, Francesco; Ferrara, Maria; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico. - ELETTRONICO. - (2020). (Intervento presentato al convegno 15th SDEWES Conference Cologne 2020). | 1-gen-2020 | Della Santa, FrancescoFerrara, MariaBilardo, MatteoDe Gregorio, AlessandroMastropietro, AntonioFugacci, UldericoVaccarino, FrancescoFabrizio, Enrico | - |
| Computing invariants for multipersistence via spectral systems and effective homology / Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco. - In: JOURNAL OF SYMBOLIC COMPUTATION. - ISSN 0747-7171. - ELETTRONICO. - 104:(2020), pp. 724-753. [10.1016/j.jsc.2020.09.007] | 1-gen-2020 | Guidolin, AndreaVaccarino, Francesco + | 1-s2.0-S0747717120301097-main.pdf |
| Discrete Fracture Network insights by eXplainable AI / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - ELETTRONICO. - (2020). (Intervento presentato al convegno Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS) nel December 11, 2020). | 1-gen-2020 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | NeurIPS_ML4PS_2020_53.pdf |
| Neural Epistemology in Dynamical System Learning / Barbiero, P.; Cirrincione, G.; Cirrincione, M.; Piccolo, E.; Vaccarino, F. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Smart Innovation, Systems and TechnologiesSTAMPA. - [s.l] : Springer Science and Business Media Deutschland GmbH, 2020. - ISBN 978-981-13-8949-8. - pp. 213-221 [10.1007/978-981-13-8950-4_20] | 1-gen-2020 | Cirrincione G.Piccolo E.Vaccarino F. + | NeuralEpistemologyinDynamicalSystemLearning.pdf; untitled.pdf |
| On the notion of weak isometry for finite metric spaces / DE GREGORIO, Alessandro; Fugacci, Ulderico; Memoli, Facundo; Vaccarino, Francesco. - ELETTRONICO. - (2020). | 1-gen-2020 | Alessandro De GregorioUlderico FugacciFrancesco Vaccarino + | main.pdf |
| Computing Multipersistence by Means of Spectral Systems / Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco. - ELETTRONICO. - (2019), pp. 195-202. (Intervento presentato al convegno International Symposium on Symbolic and Algebraic Computation (ISSAC19) tenutosi a Beijing, China nel 15-18 luglio 2019) [10.1145/3326229.3326253]. | 1-gen-2019 | Guidolin, AndreaVaccarino, Francesco + | - |