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Antonella Santone

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Mario Cesarelli

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Publications

2024
[j80]
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Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks. Int. J. Neural Syst. 34(2): 2450007:1-2450007:15 (2024)
[c157]
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  - conf/biostec/MercaldoBCMS24
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Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) 2024: 471-478
[c156]
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  - conf/icaart/MercaldoBCMS24
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Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection. ICAART (2) 2024: 443-452
2023
[j77]
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  - journals/access/MercaldoGRMSC23
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Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization. IEEE Access 11: 91969-91980 (2023)
[j75]
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  - journals/nca/MercaldoGAICMS23
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Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. 35(23): 17429-17441 (2023)
[j73]
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  - journals/sensors/MercaldoBMSC23
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Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23(17): 7614 (2023)
[c140]
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  - conf/kes/CesarelliIMMS23
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Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Face Mask Detection. KES 2023: 128-133
[c138]
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  - conf/metroxraine/CesarelliMS23
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Mario Cesarelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Brain Cancer Detection and Localisation. MetroXRAINE 2023: 496-501
[c137]
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  - conf/metroxraine/PriscoKMDCGS23
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Giuseppe Prisco, Klara Komici, Francesco Mercaldo, Leandro Donisi, Mario Cesarelli, Germano Guerra, Antonella Santone:
A Machine Learning approach to classify ventilatory efficiency. MetroXRAINE 2023: 646-651
[c136]
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Giuseppe Prisco, Maria Romano, Fabrizio Esposito, Mario Cesarelli, Antonella Santone, Leandro Donisi:
Feasibility of Tree-Based Machine Learning Models to Discriminate Safe and Unsafe Posture During Weight Lifting. MetroXRAINE 2023: 870-875
2022
[c131]
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  - conf/bibe/CesarelliGIMMS22
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Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE 2022: 75-78
[c130]
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  - conf/bigdataconf/MercaldoMSC22
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Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Blood Cells Counting and Localisation through Deep Learning Object Detection. IEEE Big Data 2022: 4400-4409
[c126]
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  - conf/dasc/CesarelliMMS22
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Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6
[c121]
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Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone:
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. ICMLA 2022: 1702-1707

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