Archivio Istituzionale della RicercaRANDAZZO, VINCENZO
RANDAZZO, VINCENZO
Dipartimento di Elettronica e Telecomunicazioni
041562
Dual-Branch Fusion Neural Network Model: A Preliminary Demonstration of Absolute, Calibration-Free Blood Pressure Estimation from ECG and PPG Signals
2026 Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros
Enhanced Neural Real-Time Digital Twin for Electrical Drives
2026 Di Benedetto, Marco; Randazzo, Vincenzo; Lidozzi, Alessandro; Accetta, Angelo; Ghione, Giorgia; Solero, Luca; Cirrincione, Giansalvo; Pasero, Eros Gian Alessandro
Enhancing the Accuracy of Concrete Mix Design Leveraging on Machine Learning Algorithms
2026 Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe C.
Passive Parameters Identification of a Three-Phase AC–DC Converter via a GRU Network and Derivative Approximations
2026 Ghione, Giorgia; Mucha, Jan; Randazzo, Vincenzo; Di Nezio, Giulia; Di Benedetto, Marco; Badami, Marco; Pasero, Eros; Faundez-Zanuy, Marcos
Predictive Recognition of Brugada Syndrome Pattern in Digital Electrocardiograms Using Neural Networks
2026 Caligari, Silvia; Randazzo, Vincenzo; Giustetto, Carla; Gaita, Fiorenzo; Pasero, Eros
A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties
2025 Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C.
A Three-Class AI Model for Brugada Syndrome Detection to Improve Diagnostic Accuracy in ECG Analysis
2025 Randazzo, Vincenzo; Casella, Alessandro; Caligari, Silvia; Gaita, Fiorenzo; Giustetto, Carla; Pasero, Eros
A Vision Transformer Model for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome
2025 Randazzo, V.; Caligari, S.; Pasero, E.; Giustetto, C.; Saglietto, A.; Bertarello, W.; Averbuch, A.; Marcus-Kalish, M.; Zheludev, V.; Gaita, F.
Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation
2025 Ghione, G.; Randazzo, V.; Pasero, E.; Badami, M.
Design and development of a wearable device for real-time health monitoring and telemedicine
2025 Randazzo, Vincenzo; Reineri, Matteo; Pasero, Eros
ECG Images Analysis for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome Based on a Vision Transformer Model
2025 Caligari, S.; Randazzo, V.; Giustetto, C.; Gaita, F.; Pasero, E.
ECG6L: A Real Time Wireless Portable Six-Lead ECG
2025 Randazzo, Vincenzo; Sento, Marco; Pasero, Eros
Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features
2025 Delrio, F.; De Vitis, V.; Caligari, S.; Randazzo, V.; Cirrincione, G.; Pasero, E.
Improving Concrete Mix Design Predictions with Machine Learning Algorithms
2025 Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe Carlo
Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches
2025 Ghione, Giorgia; Randazzo, Vincenzo; Pasero, Eros; Badami, Marco
Physics Informed Neural Network for Continuous and Cuffless Arterial Blood Pressure
2025 Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros
Towards Explainable AI in Cardiac Diagnostic: Attention-Based Interpretation of Brugada Syndrome
2025 Pasero, Eros; Casella, Alessandro; Randazzo, Vincenzo
Unsupervised Defect Detection in Automotive Quality Inspection with Convolutional Autoencoder
2025 Casella, Alessandro; Randazzo, Vincenzo; Pasero, Eros
A neural network approach for the prediction of arrhythmic events in patients with Brugada syndrome via ECG features analysis
2024 Caligari, Silvia; Randazzo, Vincenzo; Gaita, Fiorenzo; Giustetto, Carla; Millesimo, Michele; Pasero, Eros
Comparative deep learning studies for indirect tunnel monitoring with and without Fourier pre-processing
2024 Rosso, Marco Martino; Aloisio, Angelo; Randazzo, Vincenzo; Tanzi, Leonardo; Cirrincione, Giansalvo; Marano, Giuseppe Carlo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Dual-Branch Fusion Neural Network Model: A Preliminary Demonstration of Absolute, Calibration-Free Blood Pressure Estimation from ECG and PPG Signals / Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Neural Networks: Overview of Current Theories and ApplicationsSTAMPA. - [s.l] : Springer Nature, 2026. - ISBN 9789819540716. - pp. 41-50 [10.1007/978-981-95-4072-3_4] | 1-gen-2026 | Delrio, FedericoRandazzo, VincenzoCirrincione, GiansalvoPasero, Eros | 2026_bookExtracted_WIRN2024_ABP estimation_Delrio.pdf; WIRN_2024___Absolute_Blood_Pressure_Prediction_With_Wide_Space_Time_Neural_Network.pdf |
| Enhanced Neural Real-Time Digital Twin for Electrical Drives / Di Benedetto, Marco; Randazzo, Vincenzo; Lidozzi, Alessandro; Accetta, Angelo; Ghione, Giorgia; Solero, Luca; Cirrincione, Giansalvo; Pasero, Eros Gian Alessandro. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 16:8(2026). [10.3390/app16083955] | 1-gen-2026 | Randazzo, VincenzoLidozzi, AlessandroGhione, GiorgiaPasero, Eros Gian Alessandro + | 2026_Journal_appliedSciences_PRIN_Digital Twin.pdf |
| Enhancing the Accuracy of Concrete Mix Design Leveraging on Machine Learning Algorithms / Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe C. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Neural Networks: Overview of Current Theories and ApplicationsSTAMPA. - [s.l] : Springer Nature, 2026. - ISBN 9789819540716. - pp. 211-221 [10.1007/978-981-95-4072-3_18] | 1-gen-2026 | Melchiorre, JonathanAnerdi, CostanzaRandazzo, VincenzoMarano, Giuseppe C. | 2026_bookExtracted_WIRN2024_GreenConcrete_Melchiorre.pdf; WIRN2024___Enhancing_the_Accuracy_of_Concrete_Mix_Design.pdf |
| Passive Parameters Identification of a Three-Phase AC–DC Converter via a GRU Network and Derivative Approximations / Ghione, Giorgia; Mucha, Jan; Randazzo, Vincenzo; Di Nezio, Giulia; Di Benedetto, Marco; Badami, Marco; Pasero, Eros; Faundez-Zanuy, Marcos (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Neural Networks: Overview of Current Theories and ApplicationsSTAMPA. - [s.l] : Springer Nature, 2026. - ISBN 9789819540716. - pp. 299-311 [10.1007/978-981-95-4072-3_25] | 1-gen-2026 | Ghione, GiorgiaRandazzo, VincenzoBadami, MarcoPasero, Eros + | 2026_bookExtracted_WIRN2024_PRIN Entwined.pdf; 2024_WIRN_Derivatives_CameraReady_v2.pdf |
| Predictive Recognition of Brugada Syndrome Pattern in Digital Electrocardiograms Using Neural Networks / Caligari, Silvia; Randazzo, Vincenzo; Giustetto, Carla; Gaita, Fiorenzo; Pasero, Eros (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Neural Networks: Overview of Current Theories and ApplicationsSTAMPA. - [s.l] : Springer Nature, 2026. - ISBN 9789819540716. - pp. 51-63 [10.1007/978-981-95-4072-3_5] | 1-gen-2026 | Caligari, SilviaRandazzo, VincenzoPasero, Eros + | 2026_bookExtracted_WIRN2024_BrugadaDiagnosisWithLSTM_Caligari.pdf; WIRN_2024___Predictive_Recognition_of_Brugada_Syndrome_final.pdf |
| A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties / Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Advanced Neural Artificial Intelligence: Theories and Applications[s.l] : Springer, 2025. - ISBN 9789819609932. - pp. 235-244 [10.1007/978-981-96-0994-9_22] | 1-gen-2025 | Costanza AnerdiJonathan MelchiorreVincenzo RandazzoGiuseppe C. Marano | WIRN2023___A_Machine_Learning_Based_Approach_for_Evaluating_Concrete_Mix_Design_Properties__FULL_PAPER_.pdf |
| A Three-Class AI Model for Brugada Syndrome Detection to Improve Diagnostic Accuracy in ECG Analysis / Randazzo, Vincenzo; Casella, Alessandro; Caligari, Silvia; Gaita, Fiorenzo; Giustetto, Carla; Pasero, Eros. - ELETTRONICO. - (2025). ( 2025 IEEE Medical Measurements & Applications (MeMeA) Chania (Gre) 28-30 May 2025) [10.1109/memea65319.2025.11067974]. | 1-gen-2025 | Randazzo, VincenzoCasella, AlessandroCaligari, SilviaPasero, Eros + | A_Three-Class_AI_Model_for_Brugada_Syndrome_Detection_to_Improve_Diagnostic_Accuracy_in_ECG_Analysis.pdf; 1571123860 final.pdf |
| A Vision Transformer Model for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome / Randazzo, V.; Caligari, S.; Pasero, E.; Giustetto, C.; Saglietto, A.; Bertarello, W.; Averbuch, A.; Marcus-Kalish, M.; Zheludev, V.; Gaita, F.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:3(2025). [10.3390/s25030824] | 1-gen-2025 | Randazzo V.Caligari S.Pasero E. + | 2025_Journal_sensors_Brugada_ViT.pdf |
| Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation / Ghione, G.; Randazzo, V.; Pasero, E.; Badami, M. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer Nature, 2025. - ISBN 9789819609932. - pp. 45-54 [10.1007/978-981-96-0994-9_5] | 1-gen-2025 | Ghione G.Randazzo V.Pasero E.Badami M. | 2025_bookExtracted_WIRN2023_Comparison of LSTM-Based Models_Ghione.pdf; 2023_WIRN_PVPF_CameraReady_ReviewCorrections.pdf |
| Design and development of a wearable device for real-time health monitoring and telemedicine / Randazzo, Vincenzo; Reineri, Matteo; Pasero, Eros. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech) Bol and Split (Cro) 16-20 June 2025) [10.23919/splitech65624.2025.11091665]. | 1-gen-2025 | Randazzo, VincenzoPasero, Eros + | Splitech2025_TesiReineri_postPrint_v2.pdf; Design_and_development_of_a_wearable_device_for_real-time_health_monitoring_and_telemedicine.pdf |
| ECG Images Analysis for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome Based on a Vision Transformer Model / Caligari, S.; Randazzo, V.; Giustetto, C.; Gaita, F.; Pasero, E. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Advanced Neural Artificial Intelligence: Theories and Applications / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer, 2025. - ISBN 9789819609932. - pp. 13-22 [10.1007/978-981-96-0994-9_2] | 1-gen-2025 | Caligari S.Randazzo V.Pasero E. + | 2025_bookExtracted_WIRN2023_Brugada_Caligari.pdf; WIRN2023_paper_16_postPrint_v2.pdf |
| ECG6L: A Real Time Wireless Portable Six-Lead ECG / Randazzo, Vincenzo; Sento, Marco; Pasero, Eros. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 IEEE Medical Measurements & Applications (MeMeA) Chania (Gre) 28-30 May 2025) [10.1109/memea65319.2025.11067984]. | 1-gen-2025 | Randazzo, VincenzoSento, MarcoPasero, Eros | ECG6L_A_Real_Time_Wireless_Portable_Six-Lead_ECG.pdf; 1571125991 final.pdf |
| Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features / Delrio, F.; De Vitis, V.; Caligari, S.; Randazzo, V.; Cirrincione, G.; Pasero, E. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer Nature, 2025. - ISBN 9789819609932. - pp. 23-33 [10.1007/978-981-96-0994-9_3] | 1-gen-2025 | Delrio F.De Vitis V.Caligari S.Randazzo V.Pasero E. + | 2025_bookExtracted_WIRN2023_ECG features extraction_Tesi_DeVitis.pdf; WIRN2023_paper_20_postPrint.pdf |
| Improving Concrete Mix Design Predictions with Machine Learning Algorithms / Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe Carlo. - ELETTRONICO. - (2025), pp. 1-7. ( International Joint Conference on Neural Networks (IJCNN) Roma (Italy) 30 June - 5 July 2025) [10.1109/ijcnn64981.2025.11228960]. | 1-gen-2025 | Melchiorre, JonathanAnerdi, CostanzaRandazzo, VincenzoMarano, Giuseppe Carlo | Improving_Concrete_Mix_Design_Predictions_with_Machine_Learning_Algorithms.pdf; IJCNN_2024.pdf |
| Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches / Ghione, Giorgia; Randazzo, Vincenzo; Pasero, Eros; Badami, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 13:(2025), pp. 128562-128581. [10.1109/access.2025.3590255] | 1-gen-2025 | Ghione, GiorgiaRandazzo, VincenzoPasero, ErosBadami, Marco | Optimal_Cogeneration_Scheduling_A_Comparison_of_Genetic_and_POMDP-Based_Deep_Reinforcement_Learning_Approaches.pdf |
| Physics Informed Neural Network for Continuous and Cuffless Arterial Blood Pressure / Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros. - ELETTRONICO. - (2025), pp. 143-148. ( 2025 IEEE International Conference on Artificial Intelligence for Learning and Optimization (ICoAILO) Bali (Idn) 07-09 August 2025) [10.1109/icoailo66760.2025.11156047]. | 1-gen-2025 | Delrio, FedericoRandazzo, VincenzoPasero, Eros + | 2025_Conf_ICoAILO2025_Physics_Informed_Neural_Network_for_Arterial_Blood_Pressure.pdf; m50516-delrio paper_postPrint.pdf |
| Towards Explainable AI in Cardiac Diagnostic: Attention-Based Interpretation of Brugada Syndrome / Pasero, Eros; Casella, Alessandro; Randazzo, Vincenzo. - ELETTRONICO. - (2025), pp. 1-6. ( ICoAILO 2025 International Conference on Artificial Intelligence For Learning and Optimization Bali (Idn) 7-9 August 2025) [10.1109/ICoAILO66760.2025.11155988]. | 1-gen-2025 | Eros PaseroAlessandro CasellaVincenzo Randazzo | Towards_Explainable_AI_in_Cardiac_Diagnostic_Attention-Based_Interpretation_of_Brugada_Syndrome.pdf; icoailo_final.pdf |
| Unsupervised Defect Detection in Automotive Quality Inspection with Convolutional Autoencoder / Casella, Alessandro; Randazzo, Vincenzo; Pasero, Eros. - ELETTRONICO. - (2025), pp. 1-8. ( International Joint Conference on Neural Networks (IJCNN) Roma (Ita) 30 June - 5 July 2025) [10.1109/ijcnn64981.2025.11228358]. | 1-gen-2025 | Alessandro CasellaVincenzo RandazzoEros Pasero | Unsupervised_Defect_Detection_in_Automotive_Quality_Inspection_with_Convolutional_Autoencoder.pdf; Paper_IJCNN_2025.pdf |
| A neural network approach for the prediction of arrhythmic events in patients with Brugada syndrome via ECG features analysis / Caligari, Silvia; Randazzo, Vincenzo; Gaita, Fiorenzo; Giustetto, Carla; Millesimo, Michele; Pasero, Eros. - ELETTRONICO. - (2024), pp. 329-333. ( IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) Porto (Portugal) 25-27 June 2024) [10.1109/melecon56669.2024.10608666]. | 1-gen-2024 | Caligari, SilviaRandazzo, VincenzoPasero, Eros + | Melecon_2024.pdf; A_neural_network_approach_for_the_prediction_of_arrhythmic_events_in_patients_with_Brugada_syndrome_via_ECG_features_analysis.pdf |
| Comparative deep learning studies for indirect tunnel monitoring with and without Fourier pre-processing / Rosso, Marco Martino; Aloisio, Angelo; Randazzo, Vincenzo; Tanzi, Leonardo; Cirrincione, Giansalvo; Marano, Giuseppe Carlo. - In: INTEGRATED COMPUTER-AIDED ENGINEERING. - ISSN 1069-2509. - ELETTRONICO. - 31:2(2024), pp. 213-232. [10.3233/ICA-230709] | 1-gen-2024 | Rosso, Marco MartinoRandazzo, VincenzoTanzi, LeonardoMarano, Giuseppe Carlo + | Comparative_DL_tunnel_monitoring_with_without_Fourier_rev2.pdf; ica-31-ica230709.pdf |