Giovanni Paragliola

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Anomaly Detection

Risk Management

Reinforcement Learning

Communication Cost

Top Venues

Expert Syst. Appl.

J. Reliab. Intell. Environ.

Intelligent Environments (Workshops)

Publications

Giovanni Paragliola, Patrizia Ribino
Exploring heterogeneous data distribution issues in e-health federated systems. Biomed. Signal Process. Control. 92 (2024)
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)
Giovanni Paragliola
A federated learning-based approach to recognize subjects at a high risk of hypertension in a non-stationary scenario. Inf. Sci. 622 (2023)
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) (2023)
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)
Claudia Di Napoli, Giovanni Paragliola, Patrizia Ribino, Luca Serino
Deep-Reinforcement-Learning-Based Planner for City Tours for Cruise Passengers. Algorithms 16 (8) (2023)
Syed Ihtesham Hussain Shah, Muddasar Naeem, Giovanni Paragliola, Antonio Coronato, Mykola Pechenizkiy
An AI-empowered infrastructure for risk prevention during medical examination. Expert Syst. Appl. 225 (2023)
Syed Ihtesham Hussain Shah, Giuseppe De Pietro, Giovanni Paragliola, Antonio Coronato
Projection based inverse reinforcement learning for the analysis of dynamic treatment regimes. Appl. Intell. 53 (11) (2023)
Paolo Zampognaro, Giovanni Paragliola, Vincenzo Falanga
Definition of an FHIR-based multiprotocol IoT home gateway to support the dynamic plug of new devices within instrumented environments. J. Reliab. Intell. Environ. 8 (4) (2022)
Giovanni Paragliola
Application of Federated Learning Approaches for Time-Series Classification in eHealth Domain. KES (2022)
Muddasar Naeem, Antonio Coronato, Zaib Ullah, Sajid Bashir, Giovanni Paragliola
Optimal User Scheduling in Multi Antenna System Using Multi Agent Reinforcement Learning. Sensors 22 (21) (2022)
Giovanni Paragliola
Evaluation of the trade-off between performance and communication costs in federated learning scenario. Future Gener. Comput. Syst. 136 (2022)
Giovanni Paragliola, Antonio Coronato
Definition of a novel federated learning approach to reduce communication costs. Expert Syst. Appl. 189 (2022)
Giovanni Paragliola, Antonio Coronato
An hybrid ECG-based deep network for the early identification of high-risk to major cardiovascular events for hypertension patients. J. Biomed. Informatics 113 (2021)
Antonio Coronato, Claudia Di Napoli, Giovanni Paragliola, Luca Serino
Intelligent Planning of Onshore Touristic Itineraries for Cruise Passengers in a Smart City. Intelligent Environments (2021)
Muddasar Naeem, Giovanni Paragliola, Antonio Coronato
A reinforcement learning and deep learning based intelligent system for the support of impaired patients in home treatment. Expert Syst. Appl. 168 (2021)
Paolo Zampognaro, Giovanni Paragliola, Vincenzo Falanga
A FHIR based architecture of a multiprotocol IoT Home Gateway supporting dynamic plug of new devices within instrumented environments. ISCC (2021)
Muddasar Naeem, Antonio Coronato, Giovanni Paragliola, Giuseppe De Pietro
A Reinforcement Learning and IoT based System to Assist Patients with Disabilities. IoTBDS (2020)
Giovanni Paragliola, Antonio Coronato
A Deep Learning-Based Approach for the Classification of Gait Dynamics in Subjects with a Neurodegenerative Disease. IntelliSys (3) (2020)
Muddasar Naeem, Giovanni Paragliola, Antonio Coronato, Giuseppe De Pietro
A CNN based monitoring system to minimize medication errors during treatment process at home. APPIS (2020)
Antonio Coronato, Muddasar Naeem, Giuseppe De Pietro, Giovanni Paragliola
Reinforcement learning for intelligent healthcare applications: A survey. Artif. Intell. Medicine 109 (2020)
Muddasar Naeem, Antonio Coronato, Giovanni Paragliola
Adaptive Treatment Assisting System for Patients Using Machine Learning. SNAMS (2019)
Giovanni Paragliola, Muddasar Naeem
Risk management for nuclear medical department using reinforcement learning algorithms. J. Reliab. Intell. Environ. 5 (2) (2019)
Giovanni Paragliola, Antonio Coronato
A Deep Gait Classification Approach for an Early Recognition of Huntington Diseases. SoMeT (2018)
Giovanni Paragliola, Antonio Coronato, Muddasar Naeem, Giuseppe De Pietro
A Reinforcement Learning-Based Approach for the Risk Management of e-Health Environments: A Case Study. SITIS (2018)
Giovanni Paragliola, Antonio Coronato
A Reinforcement-Learning-Based Approach for the Planning of Safety Strategies in AAL Applications. Intelligent Environments (Workshops) (2018)
Giovanni Paragliola, Antonio Coronato
Gait Anomaly Detection of Subjects With Parkinson's Disease Using a Deep Time Series-Based Approach. IEEE Access 6 (2018)
Antonio Coronato, Giovanni Paragliola
A structured approach for the designing of safe AAL applications. Expert Syst. Appl. 85 (2017)
Giovanni Paragliola, Antonio Coronato
A Deep Learning-Based Approach for the Recognition of Sleep Disorders in Patients with Cognitive Diseases: A Case Study. FedCSIS (Position Papers) (2017)
Antonio Coronato, Giovanni Paragliola
Towards a Cognitive System for the Identification of Sleep Disorders. IIMSS (2017)
Alba Amato, Antonio Coronato, Giovanni Paragliola
Towards a coaching system for daily living activities: the use of kitchen objects and devices for cognitive impaired people. 3PGCIC (2016)
Antonio Coronato, Giovanni Paragliola
An Approach for the Evaluation of Sleeping Behaviors Disorders in Patients with Cognitive Diseases: A Case Study. SITIS (2016)
Antonio Coronato, Giovanni Paragliola
An anomolous situation detection system for cognitive impaired people. Comput. Syst. Sci. Eng. 30 (1) (2015)
Antonio Coronato, Giuseppe De Pietro, Giovanni Paragliola
A situation-aware system for the detection of motion disorders of patients with Autism Spectrum Disorders. Expert Syst. Appl. 41 (17) (2014)
Antonio Coronato, Giovanni Paragliola
Towards a Personal Health Records system for patients with Autism Spectrum Disorders. CICARE (2014)
Mario Sicuranza, Giovanni Paragliola, Cesario Di Sarno, Alessia Garofalo
An Hybrid Architecture to Enhance Attacks Detection on IT infrastructure. IDC (2014)
Giovanni Paragliola, Antonio Coronato
Intelligent Monitoring of Stereotyped Motion Disorders in Case of Children with Autism. Intelligent Environments (2013)
Cesario Di Sarno, Valerio Formicola, Mario Sicuranza, Giovanni Paragliola
Addressing Security Issues of Electronic Health Record Systems through Enhanced SIEM Technology. ARES (2013)
Antonio Coronato, Giovanni Paragliola
A Safe Kitchen for Cognitive Impaired People. UCAmI (2013)
Antonio Coronato, Giovanni Paragliola
An Intelligent Monitoring System for Cognitive Impaired People. UIC/ATC (2013)
Antonio Coronato, Giuseppe De Pietro, Giovanni Paragliola
A Monitoring System enhanced by means of Situation-Awareness for Cognitive Impaired People. BODYNETS (2013)
Mayutan Arumaithurai, Jan Seedorf, Giovanni Paragliola, Marcin Pilarski, Saverio Niccolini
Evaluation of ALTO-enhanced request routing for CDN interconnection. ICC (2013)