Works matching AU Mercaldo, Francesco

Results: 51

A Method for Polyp Segmentation Through U-Net Network.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 3, p. 236, doi. 10.3390/bioengineering12030236

By:

Santone, Antonella;
Cesarelli, Mario;
Mercaldo, Francesco

Publication type:

Article

A Method for Real-Time Lung Nodule Instance Segmentation Using Deep Learning.

Published in:

Life (2075-1729), 2024, v. 14, n. 9, p. 1192, doi. 10.3390/life14091192

By:

Santone, Antonella;
Mercaldo, Francesco;
Brunese, Luca

Publication type:

Article

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences†.

Published in:

Information (2078-2489), 2020, v. 11, n. 6, p. 304, doi. 10.3390/info11060304

By:

Casolare, Rosangela;
Martinelli, Fabio;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks.

Published in:

Neural Computing & Applications, 2023, v. 35, n. 23, p. 17429, doi. 10.1007/s00521-023-08608-8

By:

Mercaldo, Francesco;
Di Giammarco, Marcello;
Apicella, Arianna;
Di Iadarola, Giacomo;
Cesarelli, Mario;
Martinelli, Fabio;
Santone, Antonella

Publication type:

Article

Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection.

Published in:

Computers (2073-431X), 2024, v. 13, n. 6, p. 154, doi. 10.3390/computers13060154

By:

Mercaldo, Francesco;
Martinelli, Fabio;
Santone, Antonella

Publication type:

Article

ASI-DBNet: An Adaptive Sparse Interactive ResNet-Vision Transformer Dual-Branch Network for the Grading of Brain Cancer Histopathological Images.

Published in:

Interdisciplinary Sciences: Computational Life Sciences, 2023, v. 15, n. 1, p. 15, doi. 10.1007/s12539-022-00532-0

By:

Zhou, Xiaoli;
Tang, Chaowei;
Huang, Pan;
Tian, Sukun;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

LPCANet: Classification of Laryngeal Cancer Histopathological Images Using a CNN with Position Attention and Channel Attention Mechanisms.

Published in:

Interdisciplinary Sciences: Computational Life Sciences, 2021, v. 13, n. 4, p. 666, doi. 10.1007/s12539-021-00452-5

By:

Zhou, Xiaoli;
Tang, Chaowei;
Huang, Pan;
Mercaldo, Francesco;
Santone, Antonella;
Shao, Yanqing

Publication type:

Article

Model Checking Based Approach for Compliance Checking.

Published in:

Information Technology & Control, 2019, v. 48, n. 2, p. 278, doi. 10.5755/j01.itc.48.2.21724

By:

Martinelli, Fabio;
Mercaldo, Francesco;
Nardone, Vittoria;
Orlando, Albina;
Santone, Antonella;
Vaglini, Gigliola

Publication type:

Article

Transfer learning for mobile real-time face mask detection and localization.

Published in:

2021

By:

Mercaldo, Francesco;
Santone, Antonella

Publication type:

journal article

Driver and Path Detection through Time-Series Classification.

Published in:

Journal of Advanced Transportation, 2018, p. 1, doi. 10.1155/2018/1758731

By:

Bernardi, Mario Luca;
Cimitile, Marta;
Martinelli, Fabio;
Mercaldo, Francesco

Publication type:

Article

Android malware detection based on system call sequences and LSTM.

Published in:

Multimedia Tools & Applications, 2019, v. 78, n. 4, p. 3979, doi. 10.1007/s11042-017-5104-0

By:

Xiao, Xi;
Zhang, Shaofeng;
Mercaldo, Francesco;
Hu, Guangwu;
Sangaiah, Arun Kumar

Publication type:

Article

A Method for Retina Segmentation by Means of U-Net Network.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 22, p. 4340, doi. 10.3390/electronics13224340

By:

Santone, Antonella;
De Vivo, Rosamaria;
Recchia, Laura;
Cesarelli, Mario;
Mercaldo, Francesco

Publication type:

Article

Toward the Adoption of Explainable Pre-Trained Large Language Models for Classifying Human-Written and AI-Generated Sentences.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 20, p. 4057, doi. 10.3390/electronics13204057

By:

Petrillo, Luca;
Martinelli, Fabio;
Santone, Antonella;
Mercaldo, Francesco

Publication type:

Article

A Method for Ocular Disease Diagnosis through Visual Prediction Explainability.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 14, p. 2706, doi. 10.3390/electronics13142706

By:

Santone, Antonella;
Cesarelli, Mario;
Colasuonno, Emanuella;
Bevilacqua, Vitoantonio;
Mercaldo, Francesco

Publication type:

Article

Evaluating Deep Learning Resilience in Retinal Fundus Classification with Generative Adversarial Networks Generated Images.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 13, p. 2631, doi. 10.3390/electronics13132631

By:

Di Giammarco, Marcello;
Santone, Antonella;
Cesarelli, Mario;
Martinelli, Fabio;
Mercaldo, Francesco

Publication type:

Article

An Explainable Method for Lung Cancer Detection and Localisation from Tissue Images through Convolutional Neural Networks.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 7, p. 1393, doi. 10.3390/electronics13071393

By:

Mercaldo, Francesco;
Tibaldi, Myriam Giusy;
Lombardi, Lucia;
Brunese, Luca;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

Detection of Malicious Software by Analyzing Distinct Artifacts Using Machine Learning and Deep Learning Algorithms.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 14, p. 1694, doi. 10.3390/electronics10141694

By:

Ashik, Mathew;
Jyothish, A.;
Anandaram, S.;
Vinod, P.;
Mercaldo, Francesco;
Martinelli, Fabio;
Santone, Antonella

Publication type:

Article

Neural Networks for Driver Behavior Analysis.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 3, p. 342, doi. 10.3390/electronics10030342

By:

Martinelli, Fabio;
Marulli, Fiammetta;
Mercaldo, Francesco;
Santone, Antonella;
Papadopoulos, George Angelos;
Mehmood, Rashid

Publication type:

Article

An exploratory study on the evolution of Android malware quality.

Published in:

Journal of Software: Evolution & Process, 2018, v. 30, n. 11, p. N.PAG, doi. 10.1002/smr.1978

By:

Mercaldo, Francesco;
Di Sorbo, Andrea;
Visaggio, Corrado Aaron;
Cimitile, Aniello;
Martinelli, Fabio;
Gerardo, Canfora

Publication type:

Article

Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks.

Published in:

International Journal of Neural Systems, 2024, v. 34, n. 2, p. 1, doi. 10.1142/S0129065724500072

By:

Mercaldo, Francesco;
Di Giammarco, Marcello;
Ravelli, Fabrizio;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

MR_NET: A Method for Breast Cancer Detection and Localization from Histological Images Through Explainable Convolutional Neural Networks.

Published in:

Sensors (14248220), 2024, v. 24, n. 21, p. 7022, doi. 10.3390/s24217022

By:

Catalano, Rachele;
Tibaldi, Myriam Giusy;
Lombardi, Lucia;
Santone, Antonella;
Cesarelli, Mario;
Mercaldo, Francesco

Publication type:

Article

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation.

Published in:

Sensors (14248220), 2023, v. 23, n. 17, p. 7614, doi. 10.3390/s23177614

By:

Mercaldo, Francesco;
Brunese, Luca;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

Water Meter Reading for Smart Grid Monitoring.

Published in:

Sensors (14248220), 2023, v. 23, n. 1, p. 75, doi. 10.3390/s23010075

By:

Martinelli, Fabio;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

BeSafe B2.0 Smart Multisensory Platform for Safety in Workplaces.

Published in:

Sensors (14248220), 2021, v. 21, n. 10, p. 3372, doi. 10.3390/s21103372

By:

Márquez-Sánchez, Sergio;
Campero-Jurado, Israel;
Robles-Camarillo, Daniel;
Rodríguez, Sara;
Corchado-Rodríguez, Juan M.;
Wu, Celimuge;
Mercaldo, Francesco

Publication type:

Article

Feature Subset Selection for Malware Detection in Smart IoT Platforms.

Published in:

Sensors (14248220), 2021, v. 21, n. 4, p. 1374, doi. 10.3390/s21041374

By:

Abawajy, Jemal;
Darem, Abdulbasit;
Alhashmi, Asma A.;
Mercaldo, Francesco

Publication type:

Article

Radiomics for Gleason Score Detection through Deep Learning.

Published in:

Sensors (14248220), 2020, v. 20, n. 18, p. 5411, doi. 10.3390/s20185411

By:

Brunese, Luca;
Mercaldo, Francesco;
Reginelli, Alfonso;
Santone, Antonella

Publication type:

Article

Cognitive data science methods and models for engineering applications.

Published in:

2019

By:

Sangaiah, Arun Kumar;
Pham, Hoang;
Chen, Mu-Yen;
Lu, Huimin;
Mercaldo, Francesco

Publication type:

Editorial

A "pay-how-you-drive" car insurance approach through cluster analysis.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2019, v. 23, n. 9, p. 2863, doi. 10.1007/s00500-018-3274-y

By:

Carfora, Maria Francesca;
Martinelli, Fabio;
Mercaldo, Francesco;
Nardone, Vittoria;
Orlando, Albina;
Santone, Antonella;
Vaglini, Gigliola

Publication type:

Article

Colon cancer diagnosis by means of explainable deep learning.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-63659-8

By:

Di Giammarco, Marcello;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario;
Mercaldo, Francesco

Publication type:

Article

Detecting Colluding Inter-App Communication in Mobile Environment.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 23, p. 8351, doi. 10.3390/app10238351

By:

Casolare, Rosangela;
Martinelli, Fabio;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 22, p. 7975, doi. 10.3390/app10227975

By:

Iadarola, Giacomo;
Martinelli, Fabio;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

Explainable Security Requirements Classification Through Transformer Models.

Published in:

Future Internet, 2025, v. 17, n. 1, p. 15, doi. 10.3390/fi17010015

By:

Petrillo, Luca;
Martinelli, Fabio;
Santone, Antonella;
Mercaldo, Francesco

Publication type:

Article

Extreme Learning Machine for Biomedical Image Classification: A Multi-Case Study.

Published in:

EAI Endorsed Transactions on Pervasive Health & Technology, 2024, v. 10, n. 1, p. 1, doi. 10.4108/eetpht.10.5542

By:

Mercaldo, Francesco;
Brunese, Luca;
Santone, Antonella;
Martinelli, Fabio;
Cesarelli, Mario

Publication type:

Article

Explainable and Robust Deep Learning for Liver Segmentation Through U-Net Network.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 7, p. 878, doi. 10.3390/diagnostics15070878

By:

Brunese, Maria Chiara;
Rocca, Aldo;
Santone, Antonella;
Cesarelli, Mario;
Brunese, Luca;
Mercaldo, Francesco

Publication type:

Article

Radiomics and Artificial Intelligence Can Predict Malignancy of Solitary Pulmonary Nodules in the Elderly.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 3, p. 384, doi. 10.3390/diagnostics13030384

By:

Elia, Stefano;
Pompeo, Eugenio;
Santone, Antonella;
Rigoli, Rebecca;
Chiocchi, Marcello;
Patirelis, Alexandro;
Mercaldo, Francesco;
Mancuso, Leonardo;
Brunese, Luca

Publication type:

Article

On the Adoption of Radiomics and Formal Methods for COVID-19 Coronavirus Diagnosis.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 2, p. 293, doi. 10.3390/diagnostics11020293

By:

Santone, Antonella;
Belfiore, Maria Paola;
Mercaldo, Francesco;
Varriano, Giulia;
Brunese, Luca;
Soilleuxr, Elizabeth

Publication type:

Article

Dynamic malware detection and phylogeny analysis using process mining.

Published in:

International Journal of Information Security, 2019, v. 18, n. 3, p. 257, doi. 10.1007/s10207-018-0415-3

By:

Bernardi, Mario Luca;
Cimitile, Marta;
Distante, Damiano;
Martinelli, Fabio;
Mercaldo, Francesco

Publication type:

Article

Talos: no more ransomware victims with formal methods.

Published in:

International Journal of Information Security, 2018, v. 17, n. 6, p. 719, doi. 10.1007/s10207-017-0398-5

By:

Cimitile, Aniello;
Nardone, Vittoria;
Visaggio, Corrado Aaron;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

Smart sensors in vehicular communication networks: Principles, algorithms, systems and applications.

Published in:

International Journal of Communication Systems, 2022, v. 35, n. 12, p. 1, doi. 10.1002/dac.5259

By:

Kumari, Saru;
Kumar Sangaiah, Arun;
Chaudhary, Ankit;
Wang, Jin;
Mercaldo, Francesco

Publication type:

Article

Automatic PI-RADS assignment by means of formal methods.

Published in:

La Radiologia Medica, 2022, v. 127, n. 1, p. 83, doi. 10.1007/s11547-021-01431-y

By:

Brunese, Luca;
Brunese, Maria Chiara;
Carbone, Mattia;
Ciccone, Vincenzo;
Mercaldo, Francesco;
Santone, Antonella

Publication type:

Article

Radiomic features for prostate cancer grade detection through formal verification.

Published in:

La Radiologia Medica, 2021, v. 126, n. 5, p. 688, doi. 10.1007/s11547-020-01314-8

By:

Santone, Antonella;
Brunese, Maria Chiara;
Donnarumma, Federico;
Guerriero, Pasquale;
Mercaldo, Francesco;
Reginelli, Alfonso;
Miele, Vittorio;
Giovagnoni, Andrea;
Brunese, Luca

Publication type:

Article

Cognitive computing for big data systems over internet of things for enterprise information systems.

Published in:

2020

By:

Kumar Sangaiah, Arun;
Chaudhary, Ankit;
Tsai, Chun-Wei;
Wang, Jin;
Mercaldo, Francesco

Publication type:

Editorial

Coronavirus covid-19 detection by means of explainable deep learning.

Published in:

Scientific Reports, 2023, v. 12, n. 1, p. 1, doi. 10.1038/s41598-023-27697-y

By:

Mercaldo, Francesco;
Belfiore, Maria Paola;
Reginelli, Alfonso;
Brunese, Luca;
Santone, Antonella

Publication type:

Article

Cross-Organisational Process Mining in Cloud Environments.

Published in:

Journal of Information & Knowledge Management, 2018, v. 17, n. 2, p. N.PAG, doi. 10.1142/S0219649218500144

By:

Bernardi, Mario Luca;
Cimitile, Marta;
Mercaldo, Francesco

Publication type:

Article

Metamorphic Malware Detection Using Code Metrics.

Published in:

Information Security Journal: A Global Perspective, 2014, v. 23, n. 3, p. 57, doi. 10.1080/19393555.2014.931487

By:

Canfora, Gerardo;
Mercaldo, Francesco;
Visaggio, Corrado Aaron;
Di Notte, Paolo

Publication type:

Article

Generative Adversarial Networks in Retinal Image Classification.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 18, p. 10433, doi. 10.3390/app131810433

By:

Mercaldo, Francesco;
Brunese, Luca;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

Object Detection for Brain Cancer Detection and Localization.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 16, p. 9158, doi. 10.3390/app13169158

By:

Mercaldo, Francesco;
Brunese, Luca;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

Experimenting with Extreme Learning Machine for Biomedical Image Classification.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 14, p. 8558, doi. 10.3390/app13148558

By:

Mercaldo, Francesco;
Brunese, Luca;
Martinelli, Fabio;
Santone, Antonella;
Cesarelli, Mario

Publication type:

Article

Towards Explainable Quantum Machine Learning for Mobile Malware Detection and Classification †.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 23, p. 12025, doi. 10.3390/app122312025

By:

Mercaldo, Francesco;
Ciaramella, Giovanni;
Iadarola, Giacomo;
Storto, Marco;
Martinelli, Fabio;
Santone, Antonella

Publication type:

Article

Prostate Gleason Score Detection by Calibrated Machine Learning Classification through Radiomic Features.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 23, p. 11900, doi. 10.3390/app122311900

By:

Mercaldo, Francesco;
Brunese, Maria Chiara;
Merolla, Francesco;
Rocca, Aldo;
Zappia, Marcello;
Santone, Antonella

Publication type:

Article