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Giovanni Paragliola
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Publications
- 2025
[j21]Patrizia Ribino, Maria Mannone
, Claudia Di Napoli
, Giovanni Paragliola
, Davide Chicco
, Francesca Gasparini
:
Temporal phenotyping and prognostic stratification of patients with sepsis through longitudinal clustering. BioData Min. 18(1) (2025)
[j20]Patrizia Ribino, Claudia Di Napoli
, Giovanni Paragliola
, Davide Chicco
, Francesca Gasparini
:
Multivariate longitudinal clustering reveals neuropsychological factors as dementia predictors in an Alzheimer's disease progression study. BioData Min. 18(1) (2025)
[c29]Patrizia Ribino, Giovanni Paragliola, Claudia Di Napoli, Luca Serino
, Davide Chicco, Francesca Gasparini:
Longitudinal Analysis of Disease Progression in the Elderly: An Approach to Mitigate the Burden of Frailty, Functional and Cognitive Decline. BIOSTEC (2): HEALTHINF 2025: 1083-1091- 2024
[j19]Giovanni Paragliola
, Patrizia Ribino
:
Exploring heterogeneous data distribution issues in e-health federated systems. Biomed. Signal Process. Control. 92: 106039 (2024)
[c28]Patrizia Ribino, Giovanni Paragliola, Claudia Di Napoli
, Maria Mannone, Davide Chicco, Francesca Gasparini:
Clustering of longitudinal Clinical Dementia Rating data to identify predictors of Alzheimer's disease progression. EUSPN/ICTH 2024: 326-333
[c27]Patrizia Ribino, Maria Mannone, Claudia Di Napoli, Giovanni Paragliola, Davide Chicco, Francesca Gasparini:
Analyzing Trajectories of Clinical Markers in Patients with Sepsis Through Multivariate Longitudinal Clustering (Short Paper). HC@AIxIA 2024: 247-256
[c26]Giovanni Paragliola, Patrizia Ribino, Maria Mannone:
A Federated K-Means-Based Approach in eHealth Domains with Heterogeneous Data Distributions. IJCCI 2024: 550-559- 2023
[j17]Claudia Di Napoli
, Giovanni Paragliola
, Patrizia Ribino
, Luca Serino
:
Deep-Reinforcement-Learning-Based Planner for City Tours for Cruise Passengers. Algorithms 16(8): 362 (2023)
[j13]Giovanni Paragliola
, Patrizia Ribino
, Zaib Ullah:
A Federated Learning Approach to Support the Decision-Making Process for ICU Patients in a European Telemedicine Network. J. Sens. Actuator Networks 12(6): 78 (2023)
[c25]Patrizia Ribino, Claudia Di Napoli, Giovanni Paragliola, Luca Serino, Francesca Gasparini, Davide Chicco:
Exploratory analysis of longitudinal data of patients with dementia through unsupervised techniques. AIxAS@AI*IA 2023: 67-87
[c24]Patrizia Ribino, Claudia Di Napoli
, Giovanni Paragliola, Luca Serino
:
Hyper-Parameter Optimization through Reinforcement Learning for Survival Prediction of Patients with Heart Failure. CENTERIS/ProjMAN/HCist 2023: 1754-1761
[c23]Giovanni Paragliola, Claudia Di Napoli, Patrizia Ribino, Luca Serino:
Balancing Uneven Knowledge of Hospital Nodes for ICU Patients Diagnosis through Federated Learning. Ital-IA 2023: 206-211

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