Mario Merone - RankMe

54 papers B 5Journal 28Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records. CoRR Jacopo Vitale, David Della Morte, Luca Bacco, Mario Merone, Mark C. H. de Groot, Saskia Haitjema, Leandro Pecchia, Bram van Es
2026	J	`jnl`	FedROS-RandNN: A lightweight online Federated Learning framework for glycemic forecasting using Randomized Neural Networks. Biomed. Signal Process. Control. Alberto Maria Di Giacinto, Lorenzo Petrosino, Federico D'Antoni, Alessandro Marchetti, Luca Vollero, Leandro Pecchia, Mario Merone
2025	J	`jnl`	A GARCH-temporal fusion transformer model for the volatility prediction of exchange traded funds. Neural Comput. Appl. Lorenzo Petrosino, Luca Bacco, Giuliano Salvati, Mario Merone, Marco Papi
2025	—	`conf`	A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment. CLiC-it Agnese Bonfigli, Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Dominique Brunato, Filippo Crispino, Giuseppe Francesco Papalia, Fabrizio Russo, Gianluca Vadalà, Rocco Papalia, Mario Merone, Leandro Pecchia
2025	J	`jnl`	A zero-knowledge proof federated learning on DLT for healthcare data. J. Parallel Distributed Comput. Lorenzo Petrosino, Luigi Masi, Federico D'Antoni, Mario Merone, Luca Vollero
2025	—	`conf`	Artificial Intelligence for Non-Invasive Glucose Monitoring: ECG-Based Glycaemia Estimation in Type 1 Diabetes. MetroInd4.0 & IoT Claudia Ferraro, Federico D'Antoni, Lorenzo Petrosino, Filippo Crispino, Mario Merone, Leandro Pecchia
2025	J	`jnl`	Cross-lingual distillation for domain knowledge transfer with sentence transformers. Knowl. Based Syst. Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Mario Merone, Leandro Pecchia
2025	J	`jnl`	Deep reinforcement learning for Type 1 Diabetes: Dual PPO controller for personalized insulin management. Comput. Biol. Medicine Alessandro Marchetti, Daniele Sasso, Federico D'Antoni, Francesco Morandin, Maurizio Parton, Margherita A. G. Matarrese, Mario Merone
2025	—	`conf`	Doctor, Is That You? Evaluating Large Language Models on Italy's Medical School Entrance Exams. CLiC-it Ruben Piperno, Agnese Bonfigli, Felice Dell'Orletta, Leandro Pecchia, Mario Merone, Luca Bacco
2025	J	`jnl`	Efficient Detection of Microplastics on Edge Devices With Tailored Compiler for TinyML Applications. IEEE Access Alessandro Cerioli, Lorenzo Petrosino, Daniele Sasso, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Mario Merone, Luca Vollero, Anna Sabatini
2025	J	`jnl`	Efficient multi-task learning with instance selection for biomedical NLP. Comput. Biol. Medicine Agnese Bonfigli, Luca Bacco, Leandro Pecchia, Mario Merone, Felice Dell'Orletta
2024	J	`jnl`	A Benchmarking on Optofluidic Microplastic Pattern Recognition: A Systematic Comparison Between Statistical Detection Models and ML-Based Algorithms. IEEE Access Daniele Sasso, Mario Merone, Eleonora Nicolai, Luca Vollero, Anna Sabatini
2024	J	`jnl`	Combining Fiber Bragg Grating and Artificial Intelligence Technologies for Supporting Epidural Procedures. IEEE Trans. Biomed. Eng. Martina Pulcinelli, Federico D'Antoni, Daniela Lo Presti, Emiliano Schena, Massimiliano Carassiti, Francesca De Tommasi, Mario Merone
2024	J	`jnl`	From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain. Artif. Intell. Medicine Agnese Bonfigli, Luca Bacco, Mario Merone, Felice Dell'Orletta
2024	J	`jnl`	Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks. IEEE Access Luca Bacco, Lorenzo Petrosino, Domenico Arganese, Luca Vollero, Marco Papi, Mario Merone
2024	J	`jnl`	Learning Nonlinear Systems via Volterra Series and Hilbert-Schmidt Operators. IEEE Trans. Autom. Control. Filippo Cacace, Vittorio De Iuliis, Alfredo Germani, Mario Merone
2024	—	`conf`	Sleeping Posture Classification Through a Multi-Sensing Smart Mattress Based On Fiber Bragg Grating Sensors: A Feasibility Study. MetroInd4.0 & IoT Federico D'Antoni, Francesca De Tommasi, Giampiero Bartolomei, Daniela Lo Presti, Luca Vollero, Sergio Silvestri, Emiliano Schena, Mario Merone, Carlo Massaroni
2024	J	`jnl`	dRAIN: A Distributed Reliable Architecture for IoT Networks. IEEE Internet Things J. Lorenzo Petrosino, Giordano Pescetelli, Quirino Fieramosca, Stefano Della Valle, Mario Merone, Luca Vollero
2023	J	`jnl`	A New Glycemic closed-loop control based on Dyna-Q for Type-1-Diabetes. Biomed. Signal Process. Control. Silvia Del Giorno, Federico D'Antoni, Vincenzo Piemonte, Mario Merone
2023	J	`jnl`	A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations. Expert Syst. Appl. Luca Bacco, Felice Dell'Orletta, Huiyuan Lai, Mario Merone, Malvina Nissim
2023	J	`jnl`	Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach. IEEE Access Onorato d'Angelis, Luca Bacco, Luca Vollero, Mario Merone
2023	—	`conf`	Application of process mining in the management of inpatient analysis. MeMeA Onorato d'Angelis, Valerio Lapadula, Manuel Iacuitto, Dhurata Ivziku, Anna Sabatini, Luca Vollero, Mario Merone
2023	B	`conf`	Identification of the Optimal Meal Detection Strategy for Adults, Adolescents, and Children with Type 1 Diabetes: an in Silico Validation. COMPSAC Federico D'Antoni, Martina Bertazzoni, Luca Vollero, Mario Merone
2023	J	`jnl`	Layered Meta-Learning Algorithm for Predicting Adverse Events in Type 1 Diabetes. IEEE Access Federico D'Antoni, Lorenzo Petrosino, Alessandro Marchetti, Luca Bacco, Silvia Pieralice, Luca Vollero, Paolo Pozzilli, Vincenzo Piemonte, Mario Merone
2023	—	`conf`	Natural Language Processing in Healthcare: A Bird's Eye View (short paper). NL4AI@AI*IA Luca Bacco, Felice Dell'Orletta, Mario Merone
2023	J	`jnl`	On the instability of further pre-training: Does a single sentence matter to BERT? Nat. Lang. Process. J. Luca Bacco, Gosse Minnema, Tommaso Caselli, Felice Dell'Orletta, Mario Merone, Malvina Nissim
2023	—	`conf`	Photoplethysmographic Signal Quality Assessment: a Comparative Study of Unsupervised and Supervised Neural Networks. MetroInd4.0&IoT Anna Sabatini, Luca Bacco, Leonardo Lotini, Giovanni Palombo, Giulia Di Tomaso, Riccardo Sabbadini, Mario Merone, Luca Vollero
2023	—	`conf`	Postural Data Analysis using AI-powered Classification Models. MetroInd4.0&IoT Luca Bacco, Matteo Coletta, Martina Zaltieri, Daniela Lo Presti, Carlo Massaroni, Emiliano Schena, Mario Merone
2022	J	`jnl`	A Practical Approach to the Analysis and Optimization of Neural Networks on Embedded Systems. Sensors Mario Merone, Alessandro Graziosi, Valerio Lapadula, Lorenzo Petrosino, Onorato d'Angelis, Luca Vollero
2022	J	`jnl`	A multi-expert ensemble system for predicting Alzheimer transition using clinical features. Brain Informatics Mario Merone, Sebastian Luca D'Addario, Pierandrea Mirino, Francesca Bertino, Cecilia Guariglia, Rossella Ventura, Adriano Capirchio, Gianluca Baldassarre, Massimo Silvetti, Daniele Caligiore
2022	—	`conf`	Framework for IoT ecosystems based on distributed ledger technologies and decentralized identifiers. MetroInd4.0& IoT Giordano Pescetelli, Lorenzo Petrosino, Stefano Della Valle, Giulia Ronga, Mario Merone, Luca Vollero
2022	J	`jnl`	IoT architecture for continuous long term monitoring: Parkinson's Disease case study. Internet Things Onorato d'Angelis, Lazzaro di Biase, Luca Vollero, Mario Merone
2021	—	`conf`	Edge computing optimization method. Analyzed task: crowd counting. MetroInd4.0&IoT Alessandro Graziosi, Giulio Iannello, Valerio Lapadula, Mario Merone, Marco Sabatini, Luca Vollero
2021	—	`conf`	Extractive Summarization for Explainable Sentiment Analysis using Transformers. DeepOntoNLP/X-SENTIMENT@ESWC Luca Bacco, Andrea Cimino, Felice Dell'Orletta, Mario Merone
2021	—	`conf`	Image sensors and VPU acceleration for data analysis and classification. MetroInd4.0&IoT Lorenzo Petrosino, Giulio Iannello, Mario Merone, Luca Vollero
2021	J	`jnl`	Rule-based space characterization for rumour detection in health. Eng. Appl. Artif. Intell. Rosa Sicilia, Mario Merone, Roberto Valenti, Paolo Soda
2021	—	`conf`	Single beat ECG-based Identification System: development and robustness test in different working conditions. MetroInd4.0&IoT Riccardo Sorvillo, Luca Bacco, Mario Merone, Alessandro Zompanti, Marco Santonico, Giorgio Pennazza, Giulio Iannello
2020	—	`conf`	A Body Hydration Analysis System to improve running performance. MetroInd4.0&IoT Valerio Lapadula, Anna Sabatini, Alessandro Zompanti, Silvia Buscaglione, Davide Lanaro, Mario Merone
2020	—	`conf`	A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare. CLiC-it Luca Bacco, Andrea Cimino, Luca Paulon, Mario Merone, Felice Dell'Orletta
2020	J	`jnl`	Auto-Regressive Time Delayed jump neural network for blood glucose levels forecasting. Knowl. Based Syst. Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Giulio Iannello, Paolo Soda
2019	J	`jnl`	A computer-aided diagnosis system for HEp-2 fluorescence intensity classification. Artif. Intell. Medicine Mario Merone, Carlo Sansone, Paolo Soda
2019	—	`conf`	Early Experience in Forecasting Blood Glucose Levels Using a Delayed and Auto-Regressive Jump Neural Network. ICCI*CC Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Paolo Pozzilli, Giulio Iannello, Paolo Soda
2019	B	`conf`	Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda
2019	J	`jnl`	Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. Natascha Claudia D'Amico, Mario Merone, Rosa Sicilia, Ermanno Cordelli, Federico D'Antoni, Isa Bossi Zanetti, Giovanni Valbusa, Enzo Grossi, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
2018	—	`conf`	Cross-topic Rumour Detection in the Health Domain. BIBM Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda
2018	—	`conf`	Discovering COPD phenotyping via simultaneous feature selection and clustering. BIBM Mario Merone, Panaiotis Finamore, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello, Paolo Soda
2018	—	`conf`	Early experiences in 4D quantitative analysis of insulin granules in living beta-cells. BIBM Ermanno Cordelli, Mario Merone, Flavio Di Giacinto, Bareket Daniel, Giuseppe Maulucci, Shlomo Sasson, Paolo Soda
2018	B	`conf`	Hospital 4.0 and Its Innovation in Methodologies and Technologies. CBMS Pierangelo Afferni, Mario Merone, Paolo Soda
2018	—	`conf`	Measurement system based on RBG camera signal for contactless breathing pattern and respiratory rate monitoring. MeMeA Carlo Massaroni, Emiliano Schena, Sergio Silvestri, Fabrizio Taffoni, Mario Merone
2017	J	`jnl`	A Decision Support System for Tele-Monitoring COPD-Related Worrisome Events. IEEE J. Biomed. Health Informatics Mario Merone, Claudio Pedone, Giuseppe Capasso, Raffaele Antonelli Incalzi, Paolo Soda
2017	J	`jnl`	ECG databases for biometric systems: A systematic review. Expert Syst. Appl. Mario Merone, Paolo Soda, Mario Sansone, Carlo Sansone
2016	B	`conf`	On Using Active Contour to Segment HEp-2 Cells. CBMS Mario Merone, Paolo Soda
2016	—	`conf`	On the remote detection of COPD-related worrisome events. BHI Mario Merone, Leonardo Onofri, Claudio Pedone, Angela M. Bussu, Barbara F. M. Rubiu, Giuseppe Capasso, Silvano Salaris, Giulio Iannello, Raffaele Antonelli Incalzi, Paolo Soda
2014	B	`conf`	Early Experiences in COPD Exacerbation Detection. CBMS Mario Merone, Leonardo Onofri, Paolo Soda, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello