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Luca Romeo

University of Macerata

29H-index
99Paper Count
2.9KCitation Count
Published Papers 39
Publication Date
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Ordinal evolutionary artificial neural networks for predicting diabetic nephropathy progression
errApplied Soft Computing
IF6.6
err2026-03-31
err0
errOAAI
errAntonio Manuel Gómez-Orellana; Michele Bernardini; Rafael Ayllón-Gavilán; Víctor Manuel Vargas; Pedro Antonio Gutiérrez; César Hervás-Martínez; Luca Romeo
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A novel multi-task multi-view approach with custom multi-label loss for fault detection in complex industrial apparatus
errAdvanced Engineering Informatics
IF9.9
err2026-03-11
err0
errOAAI
errRiccardo Rosati; Lucia Pepa; Luca Romeo
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errSave
Deep learning models for robust facial liveness detection
errMultimedia Tools and Applications
IF3
err2026-02-26
err0
PREAI
errOleksandr Kuznetsov; Emanuele Frontoni; Luca Romeo; Riccardo Rosati; Andrea Maranesi; Alessandro Muscatello
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errSave
Knee Osteoarthritis Severity Grading Using Soft Labelling and Ordinal Classification
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errBerchez-Moreno, Francisco; Vargas, Victor M.; Gomez-Orellana, Antonio M.; Guijo-Rubio, David; Romeo, Luca; Conti, Edoardo; Gutierrez, Pedro A.; Hervas-Martinez, Cesar
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A machine learning algorithm for the prediction of complications incorporated in electronic medical records improves type 2 diabetes care
errDiabetes Research and Clinical Practice
IF7.4
err2025-09-13
err0
PREAI
errAntonio Nicolucci; Giacomo Vespasiani; Domenico Mannino; Giuseppina T. Russo; Giuseppe Lucisano; Maria Chiara Rossi; Paola Ponzani; Salvatore De Cosmo; Graziano Di Cianni; Cristina Lencioni; Luca Romeo; Michele Bernardini; Emanuele Frontoni; Riccardo Candido
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errSave
Learning Ordinal-Hierarchical Constraints for Deep Learning Classifiers
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err1
errOAAI
errRosati, Riccardo; Romeo, Luca; Vargas, Victor Manuel; Gutierrez, Pedro Antonio; Frontoni, Emanuele; Hervas-Martinez, Cesar
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Single- and multi-task linear models for ATMs fault classification in human-centered predictive maintenance
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-02-01
err0
errOAAI
errRosati, Riccardo; Romeo, Luca; Mancini, Adriano
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errSave
Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2024-07-01
err0
errOAAI
errRomeo, Luca; Olugbade, Temitayo; Pontil, Massimiliano; Bianchi-Berthouze, Nadia
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errSave
On the Integration of Artificial Intelligence and Blockchain Technology: A Perspective About Security (vol 12, pg 3881, 2024)
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errKuznetsov, Oleksandr; Sernani, Paolo; Romeo, Luca; Frontoni, Emanuele; Mancini, Adriano
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errSave
On the Integration of Artificial Intelligence and Blockchain Technology: A Perspective About Security
errIEEE ACCESS
IF3.6
err2024-01-01
err21
errOAAI
errKuznetsov, Oleksandr; Sernani, Paolo; Romeo, Luca; Frontoni, Emanuele; Mancini, Adriano
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errSave
Image steganalysis using deep learning models
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-11-03
err2
PREAI
errKuznetsov, Alexandr; Luhanko, Nicolas; Frontoni, Emanuele; Romeo, Luca; Rosati, Riccardo
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errSave
A novel missing data imputation approach based on clinical conditional Generative Adversarial Networks applied to EHR datasets
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-09-01
err9
errOAAI
errBernardini, Michele; Doinychko, Anastasiia; Romeo, Luca; Frontoni, Emanuele; Amini, Massih-Reza
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errSave
Visuo-motor interference is modulated by task interactivity: A kinematic study
errPSYCHONOMIC BULLETIN & REVIEW
IF3
err2023-05-01
err4
errOAAI
errRocca, Matilde; Sacheli, Lucia Maria; Romeo, Luca; Cavallo, Andrea
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errSave
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment
errAPPLIED SOFT COMPUTING
IF6.6
err2023-05-01
err7
errOAAI
errVargas, Victor Manuel; Gutierrez, Pedro Antonio; Rosati, Riccardo; Romeo, Luca; Frontoni, Emanuele; Hervas-Martinez, Cesar
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errSave
Uncovering the potential of innovation ecosystems in the healthcare sector after the COVID-19 crisis
errHEALTH POLICY
IF3.4
err2023-01-01
err11
errOAAI
errLepore, Dominique; Frontoni, Emanuele; Micozzi, Alessandra; Moccia, Sara; Romeo, Luca; Spigarelli, Francesca
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errSave
Deep learning based hierarchical classifier for weapon stock aesthetic quality control assessment
errCOMPUTERS IN INDUSTRY
IF9.1
err2023-01-01
err14
errOAAI
errManuel Vargas, Victor; Antonio Gutierrez, Pedro; Rosati, Riccardo; Romeo, Luca; Frontoni, Emanuele; Hervas-Martinez, Cesar
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errSave
Prediction of complications of type 2 Diabetes: A Machine learning approach
errDIABETES RESEARCH AND CLINICAL PRACTICE
IF7.4
err2022-08-01
err14
PREAI
errNicolucci, Antonio; Romeo, Luca; Bernardini, Michele; Vespasiani, Marco; Rossi, Maria Chiara; Petrelli, Massimiliano; Ceriello, Antonio; Di Bartolo, Paolo; Frontoni, Emanuele; Vespasiani, Giacomo
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Fault Diagnosis of Rotating Machinery Based on Wasserstein Distance and Feature Selection
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2022-07-01
err25
errOAAI
errFerracuti, Francesco; Freddi, Alessandro; Monteriu, Andrea; Romeo, Luca
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errSave
From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2022-05-24
err56
errOAAI
errRosati, Riccardo; Romeo, Luca; Cecchini, Gianalberto; Tonetto, Flavio; Viti, Paolo; Mancini, Adriano; Frontoni, Emanuele
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errSave
A Unified Hierarchical XGBoost model for classifying priorities for COVID-19 vaccination campaign
errPATTERN RECOGNITION
IF7.6
err2022-01-01
err26
errOAAI
errRomeo, Luca; Frontoni, Emanuele
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Antonio Ceriello
H-index: 117 · Papers: 795
A
Antonio Nicolucci
H-index: 76 · Papers: 475
L
Lino Nobili
H-index: 75 · Papers: 472
S
Stefano Panzeri
H-index: 73 · Papers: 442
M
Massimiliano Pontil
H-index: 62 · Papers: 310
View more