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F

Francesco Mercaldo

university of molise

44H-index
369Paper Count
6.9KCitation Count
Published Papers 67
Publication Date
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A Method for Workout Video Classification via Explainable and Federated Learning
errBioengineering
IF3.7
err2026-05-22
err0
errOAAI
errLudovica Ciardiello; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
On Vision Transformer Explainability for Personal Protective Equipment Detection: A Qualitative and Quantitative Analysis
errJournal of Imaging
IF3.3
err2026-05-01
err0
errOAAI
errMiriam Di Renzo; Filomena Niro; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
An explainable method for security requirements classification through transformer models
errFuture Generation Computer Systems
IF0
err2026-04-24
err0
PREAI
errLuca Petrillo; Francesco Mercaldo; Antonella Santone
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errSave
A Novel Convolutional Neural Network for Explainable Diabetic Retinopathy Detection and Grade Identification
errSensors
IF3.5
err2026-04-18
err0
errOAAI
errSimona Correra; Valeria Sorgente; Mario Cesarelli; Fabio Martinelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
A Method for Human Pose Estimation and Joint Angle Computation Through Deep Learning
errJournal of Imaging
IF3.3
err2026-04-06
err0
errOAAI
errLudovica Ciardiello; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
A Deep Learning-Based Approach for Explainable Microsatellite Instability Detection in Gastrointestinal Malignancies
errJournal of Imaging
IF3.3
err2026-03-03
err0
errOAAI
errLudovica Ciardiello; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
NeoNet: A Novel Deep Learning Model for Retinal Disease Diagnosis and Localization
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errValeria Sorgente; Simona Correra; Ilenia Verrillo; Mario Cesarelli; Fabio Martinelli; Antonella Santone; Francesco Mercaldo
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errSave
A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning
errIMAGE ANALYSIS AND PROCESSING-ICIAP 2025 WORKSHOPS, PT II
IF0
err2026-01-01
err0
PREAI
errNiro, Filomena; Di Renzo, Miriam; Agnello, Patrizia; Petyx, Marta; Ciaramella, Giovanni; Martinelli, Fabio; Cesarelli, Mario; Santone, Antonella; Mercaldo, Francesco
errShare
errSave
An Explainable Method for Malware Detection Through Convolutional Neural Networks
errAVAILABILITY, RELIABILITY AND SECURITY, ARES 2025, PT I
IF0
err2026-01-01
err0
PREAI
errMercaldo, Francesco; Tavolato, Paul; Santone, Antonella; Martinelli, Fabio
errShare
errSave
A Method for Explainable Anomaly Detection in Substation Networks Through Deep Learning
errAVAILABILITY, RELIABILITY AND SECURITY, ARES 2025, PT I
IF0
err2026-01-01
err0
PREAI
errTavolato, Paul; Eigner, Oliver; Kreimel-Haindl, Philipp; Santone, Antonella; Martinelli, Fabio; Mercaldo, Francesco
errShare
errSave
A Method for Automatic Emotion Detection Through Machine Learning
errApplied Sciences-Basel
IF2.5
err2025-12-30
err0
PREAI
errLucarelli, Jessica; Cesarelli, Mario; Santone, Antonella; Martinelli, Fabio; Mercaldo, Francesco
errShare
errSave
A Method for Explainable Epileptic Seizure Detection Through Wavelet Transforms Obtained by Electroencephalogram-Based Audio Recordings
errSensors
IF3.5
err2025-12-30
err0
errOAAI
errPaul Tavolato; Hubert Schölnast; Oliver Eigner; Antonella Santone; Mario Cesarelli; Fabio Martinelli; Francesco Mercaldo
errShare
errSave
An Explainable Method for Automatic Extraction of Natural Language Access Control Policy Key Components
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-11-07
err0
errOAAI
errPetrillo, Luca; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco
errShare
errSave
A method for automatic breast density classification in magnetic resonance imaging
errComputer Vision and Image Understanding
IF3.5
err2025-10-31
err0
errOAAI
errSimona Correra; Francesco Mercaldo; Vittoria Nardone; Giulia Varriano; Dalila De Lucia; Maria Chiara Brunese; Antonella Santone; Corrado Caiazzo
errShare
errSave
A method for real-world privacy-preserving Android malware detection through Federated Machine Learning
errInformation and Software Technology
IF4.3
err2025-10-03
err0
errOAAI
errGiovanni Ciaramella; Fabio Martinelli; Christian Peluso; Antonella Santone; Francesco Mercaldo
errShare
errSave
An Explainable Radiomics-Based Classification Model for Sarcoma Diagnosis
errDiagnostics 2025, Vol. 15, Page 2098
IF3.3
err2025-08-23
err0
PREAI
errSimona Correra; Arnar Evgení Gunnarsson; Marco Recenti; Francesco Mercaldo; Vittoria Nardone; Antonella Santone; Halldór Jónsson, Jr.; Paolo Gargiulo
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errSave
A method for skin lesion detection and localization by means of deep learning and reliable prediction explainability
errImage and Vision Computing
IF4.2
err2025-08-06
err0
errOAAI
errMarcello Di Giammarco; Antonella Santone; Mario Cesarelli; Fabio Martinelli; Francesco Mercaldo
errShare
errSave
CGAM: An end-to-end causality graph attention Mamba network for esophageal pathology grading
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-05-01
err0
PREAI
errQu, Yingbo; Zhou, Xiangli; Huang, Pan; Liu, Yanan; Mercaldo, Francesco; Santone, Antonella; Feng, Peng
errShare
errSave
A Method for Polyp Segmentation Through U-Net Network
errBIOENGINEERING-BASEL
IF3.7
err2025-02-26
err0
errOAAI
errSantone, Antonella; Cesarelli, Mario; Mercaldo, Francesco
errShare
errSave
MR_NET: A Method for Breast Cancer Detection and Localization from Histological Images Through Explainable Convolutional Neural Networks
errSENSORS
IF3.5
err2024-10-31
err0
errOAAI
errCatalano, Rachele; Tibaldi, Myriam Giusy; Lombardi, Lucia; Santone, Antonella; Cesarelli, Mario; Mercaldo, Francesco
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Arun Kumar Sangaiah
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秦
秦进 (Jing Qin)
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G
Gerardo Canfora
H-index: 62 · Papers: 347
路
路慧敏 (Huimin Lu)
H-index: 57 · Papers: 635
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