Autori: Faes Luca
| Naslov | Information-Theoretic Sequential Framework to Elicit Dynamic High-Order Interactions in High-Dimensional Network Processes (Article) |
| Autori | Pinto Helder Antonacci Yuri Mijatovic Gorana B Sparacino Laura Stramaglia Sebastiano Faes Luca Rocha Ana Paula |
| Info | MATHEMATICS, (2025), vol. 13 br. 13, str. - |
| Projekat | CMUP; FCT-Fundacao para a Ciencia e a Tecnologia [UID/00144, 2022.11423.BD]; SiciliAn MicronanOTecH Research And Innovation CEnter SAMOTHRACE (MUR, PNRR-M4C2) [ECS_00000022]; Ministry of Science, Technological Development and Innovation [451-03-137/2025-03/200156]; Faculty of Technical Sciences, University of Novi Sad [01-50/295]; Italian Ministry of University and Research - MUR [2022YMHNPY, CUP: B53D23003020006, P2022JAYMH, CUP: H53D23009130001] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Network Representation of Higher-Order Interactions Based on Information Dynamics (Article) |
| Autori | Mijatovic Gorana B Antonacci Yuri Javorka Michal Marinazzo Daniele Stramaglia Sebastiano Faes Luca |
| Info | IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, (2025), vol. 12 br. 3, str. 1872-1884 |
| Projekat | Ministry of Science through Technological Development and Innovation [451-03-137/2025-03/200156]; Faculty of Technical Sciences, University of Novi Sad [01-50/295]; Project HONEST-High-Order Dynamical Networks in Computational Neuroscience and Physiology through an Information-Theoretic Framework; Italian Ministry of University and Research under Grant MUR, PRIN 2022 [2022YMHNPY, CUP: B53D23003020006]; SiciliAn MicronanOTecH Research and Innovation CEnter "SAMOTHRACE" [PNRR-M4C2, ECS_00000022]; Spoke 3-Universita degli Studi di Palermo S2COMMs-Micro and Nanotechnologies for Smart & Sustainable Communities |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Assessing high-order effects in feature importance via predictability decomposition (Article) |
| Autori | Ontivero Ortega Marlis Faes Luca Cortes Jesus M Marinazzo Daniele Stramaglia Sebastiano |
| Info | PHYSICAL REVIEW E, (2025), vol. 111 br. 3, str. - |
| Projekat | Computational Neuroscience and Physiology: An Information-Theoretic Framework," Italian Ministry of University - MUR; PRIN 2022 [CUP: B53D23003020006]; project "Higher-order complex systems modeling for personalized medicine," Italian Ministry of University - MUR [PRIN 2022PNRR, P2022JAYMH, CUP: H53D23009130001] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Measuring hierarchically-organized interactions in dynamic networks through spectral entropy rates: Theory, estimation, and illustrative application to physiological networks (Article) |
| Autori | Sparacino Laura Antonacci Yuri Mijatovic Gorana B Faes Luca |
| Info | NEUROCOMPUTING, (2025), vol. 630 br. , str. - |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Comparison of automatic and physiologically-based feature selection methods for classifying physiological stress using heart rate and pulse rate variability indices (Article) |
| Autori | Iovino Marta Lazic Ivan M Loncar-Turukalo Tatjana G Javorka Michal Pernice Riccardo Faes Luca |
| Info | PHYSIOLOGICAL MEASUREMENT, (2024), vol. 45 br. 11, str. - |
| Projekat | VEGA [PNC D.D. 931 06/06/2022, PNC0000002, CUP: B53C22006460001]; MUR [2022YMHNPY, CUP B53D23003020006, PNRR-M4C2, ECS 00000022]; PRIN 2022 - MUR [(POC) 2014/2020]; European Social Fund (ESF) Complementary Operational Programme; Sicily Region [451-03-65/2024-03/200156, 01-3394/1, VEGA 1/0283/21]; Ministry of Science, Technological Development and Innovation |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures (Article) |
| Autori | Mijatovic Gorana B Sparacino Laura Antonacci Yuri Javorka Michal Marinazzo Daniele Stramaglia Sebastiano Faes Luca |
| Info | IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY, (2024), vol. 5 br. , str. 846-858 |
| Projekat | Italian Ministry of University and Research - MUR, PRIN 2022 [2022YMHNPY, CUP: B53D23003020006]; Ministry of Science, Technological Development and Innovation [451-03-65/2024-03/200156]; Faculty of Technical Sciences (FTS), University of Novi Sad (UNS) [01-3394/1] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | A Classification Method based on Local Information and Nearest Neighbor Entropy Estimation (Proceedings Paper) |
| Autori | Lazic Ivan M Mijatovic Gorana B Iovino Marta Loncar-Turukalo Tatjana G Faes Luca |
| Info | 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, (2024), vol. br. , str. 311-316 |
| Projekat | Ministry of Science, Technological Development and Innovation [ECS 00000022, 451-03-65/2024-03/200156]; Faculty of Technical Sciences, University of Novi Sad through the project "Scientific and Artistic Research Work of Researchers in Teaching and Associate Positions at the Faculty of Technical Sciences, University of Novi Sad" [01-3394/1] |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Assessment of EEG Brain Dynamics in Time and Frequency Domains through Information-Theoretic Measures (Proceedings Paper) |
| Autori | Antonacci Yuri Sparacino Laura Vergara Valeria R Mijatovic Gorana B Pernice Riccardo Faes Luca |
| Info | 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, (2024), vol. br. , str. 305-310 |
| Projekat | SiciliAn MicronanOTecH Research And Innovation CEnter "SAMOTHRACE" (MUR) [ECS_00000022]; European Social Fund (ESF) Complementary Operational Programme (POC) of the Sicily Region |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Measuring the Balance Between Synergy and Redundancy in Network Systems by Using Information Theory (Proceedings Paper) |
| Autori | Antonacci Yuri Mijatovic Gorana B Sparacino Laura Valenti Simone Sparacia Gianvincenzo Marinazzo Daniele Stramaglia Sebastiano Faes Luca |
| Info | MEDICON 2023 AND CMBEBIH 2023, VOL 1, (2024), vol. 93 br. , str. 145-154 |
| Projekat | SiciliAn MicronanOTecH Research And Innova tion CEnter "SAMOTHRACE" (MUR) [PNRR-M4C2, ECS 00000022]; Nanotechnologies for Smart & Sustainable Communities |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Classification of Physiological States Through Machine Learning Algorithms Applied to Ultra-Short-Term Heart Rate and Pulse Rate Variability Indices on a Single-Feature Basis (Proceedings Paper) |
| Autori | Iovino Marta Lazic Ivan M Loncar-Turukalo Tatjana G Javorka Michal Pernice Riccardo Faes Luca |
| Info | MEDICON 2023 AND CMBEBIH 2023, VOL 1, (2024), vol. 93 br. , str. 114-124 |
| Projekat | "Sensoristica intelligente, infrastrutture e modelli gestionali per la sicurezza di soggetti fragili" (4FRAILTY) project - Italian MIUR [PON RI 2014-20, ARS01 00345]; SiciliAnMicronanOTecH Research And Innovation CEnter "SAMOTHRACE" (MUR) [PNRR-M4C2, ECS 00000022]; European Social Fund (ESF) Complementary Operational Programme [(POC) 2014/2020]; Sicily Region |
| Ispravka | ISI/Web of Science Članak |
