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E

Emanuele Frontoni

Department of Political Science

44H-index
452Paper Count
8.7KCitation Count
Published Papers 101
Publication Date
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Xarnold: assessing the role of virtual humans in immersive fitness environments with aligned flat, multi-view, and 3D parametric visual instruction guidance
errVirtual Reality
IF5
err2026-06-24
err0
errOAAI
errClaudio Sirocchi; Lorenzo Stacchio; Lucia Migliorelli; Emanuele Frontoni; Adriano Mancini
errShare
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
AI-Driven Surgical Tool Localization in Microsurgical Training Simulations
errEXTENDED REALITY, XR SALENTO 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errDi Lisio, Flavio; Lasala, Angelo; Villani, Francesca Pia; Mani, Olimpia; Poggetti, Andrea; Pfanner, Sandra; Carbone, Marina; Parchi, Paolo Domenico; Frontoni, Emanuele; Moccia, Sara
errShare
errSave
Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
IF0
err2026-01-01
err0
PREAI
errCacciatore, Alessandro; Di Cosmo, Mariachiara; Frontoni, Emanuele; Bernardini, Michele
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errSave
FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework
errComputers in Biology and Medicine
IF6.3
err2025-10-07
err0
PREAI
errMariachiara Di Cosmo; Giovanna Migliorelli; Francesca Pia Villani; Matteo Francioni; Andi Muçaj; Emanuele Frontoni; Sara Moccia; Maria Chiara Fiorentino
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errSave
Dataset Dependency in CNN-Based Copy-Move Forgery Detection: A Multi-Dataset Comparative Analysis
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 54
IF0
err2025-09-18
err0
errOAAI
errPotito Valle Dell’Olmo; Oleksandr Kuznetsov; Emanuele Frontoni; Marco Arnesano; Christian Napoli; Cristian Randieri
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errSave
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
FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification
errMedical & Biological Engineering & Computing
IF2.6
err2025-09-08
err0
PREAI
errMatteo Testi; Maria Chiara Fiorentino; Matteo Ballabio; Giorgio Visani; Massimo Ciccozzi; Emanuele Frontoni; Sara Moccia; Gennaro Vessio
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errSave
Made-In: An immersive human-in-the-loop analytics platform for enhancing creative processes in fashion
errComputer Vision and Image Understanding
IF3.5
err2025-08-06
err0
errOAAI
errEmanuele Balloni; Rocco Pietrini; Michele Sasso; Emanuele Frontoni; Marina Paolanti
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errSave
A systematic literature review of business-to-business platforms for the digital transformation of the manufacturing industry: taking stock and advancing through research
errTechnovation
IF10.9
err2025-08-01
err0
errOAAI
errLorenzo Compagnucci; Francesca Spigarelli; Paolo Sernani; Emanuele Frontoni; Paolo Seri
errShare
errSave
Analyzing Digital Political Campaigning Through Machine Learning: An Exploratory Study for the Italian Campaign for European Union Parliament Election in 2024
errCOMPUTERS
IF4.2
err2025-03-30
err0
errOAAI
errSernani, Paolo; Cossiri, Angela; Di Cosimo, Giovanni; Frontoni, Emanuele
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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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errSave
Artificial intelligence empowered voice generation for amyotrophic lateral sclerosis patients
errSCIENTIFIC REPORTS
IF3.9
err2025-01-08
err0
errOAAI
errRegondi, Stefano; Donvito, Giordana; Frontoni, Emanuele; Kostovic, Milutin; Minazzi, Fabio; Bratieres, Sebastien; Filosto, Massimiliano; Pugliese, Raffaele
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errSave
Enhancing Steganography Detection with AI: Fine-Tuning a Deep Residual Network for Spread Spectrum Image Steganography
errSENSORS
IF3.5
err2024-12-06
err0
errOAAI
errKuznetsov, Oleksandr; Frontoni, Emanuele; Chernov, Kyrylo; Kuznetsova, Kateryna; Shevchuk, Ruslan; Karpinski, Mikolaj
errShare
errSave
Shelf Management: A deep learning-based system for shelf visual monitoring
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errPietrini, Rocco; Paolanti, Marina; Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
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errSave
Efficient Zero-Knowledge Proofs for Set Membership in Blockchain-Based Sensor Networks: A Novel OR-Aggregation Approach
errJOURNAL OF SENSOR AND ACTUATOR NETWORKS
IF4.2
err2024-11-14
err0
errOAAI
errKuznetsov, Oleksandr; Frontoni, Emanuele; Arnesano, Marco; Kuznetsova, Kateryna
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errSave
Social4Fashion: An intelligent expert system for forecasting fashion trends from social media contents
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-10-01
err0
PREAI
errBalloni, Emanuele; Pietrini, Rocco; Fabiani, Matteo; Frontoni, Emanuele; Mancini, Adriano; Paolanti, Marina
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errSave
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation
errINTERNATIONAL JOURNAL OF DIGITAL EARTH
IF4.9
err2024-09-02
err1
errOAAI
errMatrone, Francesca; Paolanti, Marina; Frontoni, Emanuele; Pierdicca, Roberto
errShare
errSave
AttackNet : Enhancing biometric security via tailored convolutional neural network architectures for liveness detection
errCOMPUTERS & SECURITY
IF5.4
err2024-06-01
err1
errOAAI
errKuznetsov, Oleksandr; Zakharov, Dmytro; Frontoni, Emanuele; Maranesi, Rea
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errSave
Beyond traditional steganography: enhancing security and performance with spread spectrum image steganography
errAPPLIED INTELLIGENCE
IF3.5
err2024-04-17
err4
PREAI
errKuznetsov, Oleksandr; Frontoni, Emanuele; Chernov, Kyrylo
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
A
Alisdair R. Fernie
H-index: 170 · Papers: 1.8K
R
Rajeev K. Varshney
H-index: 139 · Papers: 1.5K
A
Antonio Ceriello
H-index: 117 · Papers: 795
M
Massimo Delledonne
H-index: 78 · Papers: 455
A
Antonio Nicolucci
H-index: 76 · Papers: 475
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