Autori: Stramaglia Sebastiano
| Naslov | Information-theoretic quantification of high-order feature effects in classification problems (Article) |
| Autori | Lazic Ivan M Bara Chiara Iovino Marta Stramaglia Sebastiano Kasas-Lazetic Karolina K Jakovljevic Niksa M Faes Luca |
| Info | CHAOS SOLITONS & FRACTALS, (2026), vol. 204 br. , str. - |
| Projekat | Italian Complementary National Plan PNC-I.1 "Research initiatives for innovative technologies and pathways in the health and welfare sector" [931, PNC0000002, CUP: B53C22006460001]; Italian Ministry of University and Research (MUR) [2022YMHNPY, CUP: B53D23003020006]; Ministry of Science, Technological Development and Innovation [451-03-137/2025-03/200156]; Faculty of Technical Sciences, University of Novi Sad [01-50/295] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: |
| Naslov | Assessment of sex-related differences in cardiovascular control using high-order feature importance (Article; Early Access) |
| Autori | Ontivero-Ortega Marlis Iovino Marta Pernice Riccardo Bara Chiara Javorka Michal Faes Luca Stramaglia Sebastiano |
| Info | EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, (2025), vol. br. , str. - |
| Projekat | MUR PRIN 2022 [2022YMHNPY]; Universit degli Studi di Bari Aldo Moro |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: |
| Naslov | Partial Information Rate Decomposition (Article) |
| Autori | Faes Luca Sparacino Laura Mijatovic Gorana B Antonacci Yuri Ricci Leonardo Marinazzo Daniele Stramaglia Sebastiano |
| Info | PHYSICAL REVIEW LETTERS, (2025), vol. 135 br. 18, str. - |
| Projekat | Italian Ministry of University and Research (MUR, PRIN) [2022YMHNPY, CUP: B53D23003020006] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Decomposing multivariate information rates in networks of random processes (Article) |
| Autori | Sparacino Laura Mijatovic Gorana B Antonacci Yuri Ricci Leonardo Marinazzo Daniele Stramaglia Sebastiano Faes Luca |
| Info | PHYSICAL REVIEW E, (2025), vol. 112 br. 4, str. - |
| Projekat | Italian Ministry of University and Research - MUR [2022YMHNPY, B53D23003020006] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Localizing Synergies of Hidden Factors in Complex Systems: Resting Brain Networks and HeLa GeneExpression Profile as Case Studies (Article) |
| Autori | Ontivero-Ortega Marlis Mijatovic Gorana B Faes Luca Rosas Fernando E Marinazzo Daniele Stramaglia Sebastiano |
| Info | ENTROPY, (2025), vol. 27 br. 8, str. - |
| Projekat | Italian Ministry of University and Research; Italian Ministry of University - MUR [B53D23003020006]; PRIN 2022 [2022-PNRR, P2022JAYMH, H53D23009130001]; MUR |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | A Model-Free Method to Quantify Memory Utilization in Neural Point Processes (Article) |
| Autori | Mijatovic Gorana B Stramaglia Sebastiano Faes Luca |
| Info | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, (2025), vol. 72 br. 8, str. 2532-2543 |
| Projekat | Ministry of Science, Technological Development and Innovation [451-03-137/2025-03/200156]; Faculty of Technical Sciences; University of Novi Sad through Project "Scientific and Artistic Research Work of Researchers in Teaching and Associate Positions at the Faculty of Technical Sciences; University of Novi Sad 2025" [01-50/295]; Project "HONEST - High-Order Dynamical Networks in Computational Neuroscience and Physiology: an Information-Theoretic Framework"; Italian Ministry of University and Research - MUR [2022YMHNPY, CUP: B53D23003020006] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| 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 | 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 |
