Autori: Lazic Ivan M
| 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
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| 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 | Web of Science Članak Elečas Rang časopisa Citati: |
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| Naslov | Estimating the mutual information rate of short time series from coupled dynamic systems (Article) |
| Autori | Pinto Helder Antonacci Yuri Bara Chiara Pernice Riccardo Lazic Ivan M Faes Luca Rocha Ana Paula
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| Info | COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, (2026), vol. 152 br. , str. - |
| Projekat | CMUP - national funds through FCT-Fundacao para a Ciencia e a Tecnologia, I.P. [UID/00144]; FCT-Fundacao para a Ciencia e Tecnologia, I.P. [2022.11423.BD]; SiciliAn MicronanOTecH Research And Innovation CEnter "SAMOTHRACE" (MUR) [PNRR-M4C2, ECS_00000022]; Ministry of Science, Technological Development and Innovation [451-03-137/202503/200156]; Faculty of Technical Sciences, University of Novi Sad [451-03-137/202503/200156, 01-50/295] |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| Naslov | Partial information decomposition for discrete target and continuous source random variables (Article) |
| Autori | Bara Chiara Antonacci Yuri Iovino Marta Lazic Ivan M Faes Luca
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| Info | PHYSICAL REVIEW E, (2025), vol. 112 br. 1, str. - |
| Projekat | Italian Complementary National Plan PNC-I.1 "Research initiatives for innovative technologies and pathways in the health and wel-fare sector" [931]; The "DARE-DigitAl lifelong pRevEntion" initiative [PNC0000002, CUP: B53C22006460001]; Italian Ministry of University and Research (MUR, PRIN 2022) [2022YMHNPY, CUP: B53D23003020006] |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| 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
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| 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 | Web of Science Članak Elečas Rang časopisa |
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| 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
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| 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 | Web of Science Članak |
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| Naslov | Evaluation of Deep Learning Techniques for Automatic Lesion Segmentation in Mammography Images (Proceedings Paper) |
| Autori | Lazic Ivan M Jakovljevic Niksa M Rapaic Milan R Boban Jasmina M Loncar-Turukalo Tatjana G
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| Info | MEDICON 2023 AND CMBEBIH 2023, VOL 1, (2024), vol. 93 br. , str. 684-695 |
| Projekat | European Union [952179]; Oncology Institute of Vojvodina (University of Novi Sad, Serbia); Hellenic Cancer Society (Greece); Faculty of Technical Sciences in Novi Sad; Ministry of Science, Technological Development and Innovation of the Republic of Serbia [451-03-47/2023-01/200156] |
| Ispravka | Web of Science Članak |
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| 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
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| 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 | Web of Science Članak |
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| Naslov | Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis (Article) |
| Autori | Pinto Helder Lazic Ivan M Antonacci Yuri Pernice Riccardo Gu Danlei Bara Chiara Faes Luca Rocha Ana Paula
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| Info | FRONTIERS IN NETWORK PHYSIOLOGY, (2024), vol. 4 br. , str. - |
| Projekat | CMUP, member of LASI, through FCT [UIDB/00144/2020]; Fundacao para a Ciencia e Tecnologia (FCT), Portugal; Ministry of Science, Technological Development and Innovation [01-3394/1]; 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" [PNRR-M4C2]; SiciliAn MicronanOTecH Research And Innovation CEnter "SAMOTHRACE"(MUR) [ECS_00000022, 2022.11423.BD]; European Social Fund (ESF); [451-03-65/2024-03/200156] |
| Ispravka | Web of Science Članak Elečas Rang časopisa Citati: Web of Science |
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| Naslov | Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Non-linear Model-free Analysis (Proceedings Paper) |
| Autori | Pernice Riccardo Lazic Ivan M Bara Chiara Sparacino Laura Mijatovic Gorana B Loncar-Turukalo Tatjana G Faes Luca
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| Info | 2022 12TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO), (2022), vol. br. , str. - |
| Projekat | Italian MIUR PON RI [AIM1851228-2]; Italian MIUR PRIN [2017WZFTZP]; ITC grant; COST Action [CA19136] |
| Ispravka | Web of Science Članak Citati: Web of Science |
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| Naslov | Information extraction from clinical records: an example for breast cancer (Proceedings Paper) |
| Autori | Lazic Ivan M Jakovljevic Niksa M Boban Jasmina M Nosek Igor Loncar-Turukalo Tatjana G
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| Info | 2022 IEEE 21ST MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (IEEE MELECON 2022), (2022), vol. br. , str. 942-947 |
| Projekat | EU's H2020 RIA programme [952179]; Faculty of Technical Sciences, Department of Power, Electronics and Telecommunications (DEET) under the project "Development and implementation of state-of-the-art methods in teaching and research at DEET" |
| Ispravka | Web of Science Članak Citati: Web of Science Scopus |
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