@ARTICLE{
author={Lazic Ivan M,Bara Chiara,Iovino Marta,Stramaglia Sebastiano,Kasas-Lazetic Karolina K,Jakovljevic Niksa M,Faes Luca},
year={2026},
title={Information-theoretic quantification of high-order feature effects in classification problems},
journal={CHAOS SOLITONS & FRACTALS},
volume={204},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Ontivero-Ortega Marlis,Iovino Marta,Pernice Riccardo,Bara Chiara,Javorka Michal,Faes Luca,Stramaglia Sebastiano},
year={2025},
title={Assessment of sex-related differences in cardiovascular control using high-order feature importance},
journal={EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Faes Luca,Sparacino Laura,Mijatovic Gorana B,Antonacci Yuri,Ricci Leonardo,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Partial Information Rate Decomposition},
journal={PHYSICAL REVIEW LETTERS},
volume={135},
number={18},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sparacino Laura,Mijatovic Gorana B,Antonacci Yuri,Ricci Leonardo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={Decomposing multivariate information rates in networks of random processes},
journal={PHYSICAL REVIEW E},
volume={112},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Ontivero-Ortega Marlis,Mijatovic Gorana B,Faes Luca,Rosas Fernando E,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Localizing Synergies of Hidden Factors in Complex Systems: Resting Brain Networks and HeLa GeneExpression Profile as Case Studies},
journal={ENTROPY},
volume={27},
number={8},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={A Model-Free Method to Quantify Memory Utilization in Neural Point Processes},
journal={IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING},
volume={72},
number={8},
pages={2532-2543},
document_type={Article},
} 

@ARTICLE{
author={Pinto Helder,Antonacci Yuri,Mijatovic Gorana B,Sparacino Laura,Stramaglia Sebastiano,Faes Luca,Rocha Ana Paula},
year={2025},
title={Information-Theoretic Sequential Framework to Elicit Dynamic High-Order Interactions in High-Dimensional Network Processes},
journal={MATHEMATICS},
volume={13},
number={13},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Antonacci Yuri,Javorka Michal,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={Network Representation of Higher-Order Interactions Based on Information Dynamics},
journal={IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING},
volume={12},
number={3},
pages={1872-1884},
document_type={Article},
} 

@ARTICLE{
author={Ontivero Ortega Marlis,Faes Luca,Cortes Jesus M,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Assessing high-order effects in feature importance via predictability decomposition},
journal={PHYSICAL REVIEW E},
volume={111},
number={3},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Sparacino Laura,Antonacci Yuri,Javorka Michal,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2024},
title={Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures},
journal={IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY},
volume={5},
number={},
pages={846-858},
document_type={Article},
} 

@ARTICLE{
author={Antonacci Yuri,Mijatovic Gorana B,Sparacino Laura,Valenti Simone,Sparacia Gianvincenzo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2024},
title={Measuring the Balance Between Synergy and Redundancy in Network Systems by Using Information Theory},
journal={MEDICON 2023 AND CMBEBIH 2023, VOL 1},
volume={93},
number={},
pages={145-154},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Sparacino Laura,Antonacci Yuri,Marinazzo Daniele,Stramaglia Sebastiano},
year={2023},
title={Investigating Dynamic High-Order Interactions in Physiological Networks through Predictive Information Decomposition},
journal={2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Antonacci Yuri,Pernice Riccardo,Bara Chiara,Sparacino Laura,Sammartino Marco,Porta Alberto,Marinazzo Daniele,Stramaglia Sebastiano},
year={2022},
title={A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={70},
number={},
pages={5766-5777},
document_type={Article},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Sparacino Laura,Pernice Riccardo,Antonacci Yuri,Porta Alberto,Stramaglia Sebastiano},
year={2022},
title={Quantifying High-Order Interactions in Cardiovascular and Cerebrovascular Networks},
journal={2022 12TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Mijatovic Gorana B,Kljajic Dragan R,Kasas-Lazetic Karolina K,Milutinov Miodrag M,Stivala Salvatore,Busacca Alessandro,Cino Alfonso Carmelo,Stramaglia Sebastiano,Faes Luca},
year={2022},
title={Information Dynamics of Electric Field Intensity before and during the COVID-19 Pandemic},
journal={ENTROPY},
volume={24},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Djuric Nikola M,Kljajic Dragan R,Milutinov Miodrag M,Kasas-Lazetic Karolina K,Stramaglia Sebastiano,Faes Luca},
year={2021},
title={Complexity and Nonlinearity Analysis of the Time Series of Electric Field Intensity},
journal={2021 29TH TELECOMMUNICATIONS FORUM (TELFOR)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Antonacci Yuri,Minati Ludovico,Nuzzi Davide,Mijatovic Gorana B,Pernice Riccardo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2021},
title={Measuring High-Order Interactions in Rhythmic Processes Through Multivariate Spectral Information Decomposition},
journal={IEEE ACCESS},
volume={9},
number={},
pages={149486-149505},
document_type={Article},
}