Archivio Istituzionale della RicercaPASERO, EROS GIAN ALESSANDRO
PASERO, EROS GIAN ALESSANDRO
Dipartimento di Elettronica e Telecomunicazioni
Pasero Eros; Eros Pasero; Pasero, E.; Pasero E.
001562
MULP: a Multi-Layer Perceptron application to long-term, out-of-sample time series prediction.
In corso di stampa Pasero, EROS GIAN ALESSANDRO; Raimondo, Giovanni; Ruffa, S.
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
Lateral Leads Drive Risk Prediction in Brugada Syndrome: A Deep Learning Study
2026 Randazzo, Vincenzo; Casella, Alessandro; Pasero, Eros; Giustetto, Carla; Casu, Gavino; Berne, Paola; Fancello, Tatiana; Gaita, Fiorenzo
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 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.
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 Comparison of Univariate Methods for Day-Ahead Short-Term Load Forecasting
2024 Ghione, G.; Judge, M. A.; Badami, M.; Pasero, E.; Franzitta, V.; Cirrincione, G.
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
Gradient-Based Competitive Learning: Theory
2024 Cirrincione, Giansalvo; Randazzo, Vincenzo; Barbiero, Pietro; Ciravegna, Gabriele; Pasero, Eros
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| MULP: a Multi-Layer Perceptron application to long-term, out-of-sample time series prediction / Pasero, E.G.A., Raimondo, G., Ruffa, S.. - In: INTERNATIONAL JOURNAL OF FORECASTING. - ISSN 0169-2070. - (In corso di stampa). | In corso di stampa | PASERO, EROS GIAN ALESSANDRORAIMONDO, Giovanni + | - |
| 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, M., Randazzo, V., Lidozzi, A., Accetta, A., Ghione, G., Solero, L., Cirrincione, G., Pasero, E.G.A.. - 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 |
| Lateral Leads Drive Risk Prediction in Brugada Syndrome: A Deep Learning Study / Randazzo, V., Casella, A., Pasero, E., Giustetto, C., Casu, G., Berne, P., Fancello, T., Gaita, F.. - ELETTRONICO. - (2026). (2026 IEEE Medical Measurements & Applications (MeMeA) Montevideo (Ury) 7-10 April 2026) [10.1109/MeMeA69746.2026.11537375]. | 1-gen-2026 | Vincenzo RandazzoAlessandro CasellaEros Pasero + | Lateral_Leads_Drive_Risk_Prediction_in_Brugada_Syndrome_A_Deep_Learning_Study_mini.pdf; MEMEA_2026__CameraReady_mini.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 Three-Class AI Model for Brugada Syndrome Detection to Improve Diagnostic Accuracy in ECG Analysis / Randazzo, V., Casella, A., Caligari, S., Gaita, F., Giustetto, C., Pasero, E.. - 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, V., Reineri, M., Pasero, E.. - 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, V., Sento, M., Pasero, E.. - 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 |
| Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches / Ghione, G., Randazzo, V., Pasero, E., Badami, M.. - 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, F., Randazzo, V., Cirrincione, G., Pasero, E.. - 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, E., Casella, A., Randazzo, V.. - 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, A., Randazzo, V., Pasero, E.. - 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 Comparison of Univariate Methods for Day-Ahead Short-Term Load Forecasting / Ghione, G., Judge, M.A., Badami, M., Pasero, E., Franzitta, V., Cirrincione, G.. - ELETTRONICO. - (2024), pp. 662-667. (22nd IEEE Mediterranean Electrotechnical Conference, MELECON 2024 Porto (Portugal) 25-27 June 2024) [10.1109/MELECON56669.2024.10608727]. | 1-gen-2024 | Ghione G.Badami M.Pasero E.Cirrincione G. + | A_Comparison_of_Univariate_Methods_for_Day-Ahead_Short-Term_Load_Forecasting.pdf |
| A neural network approach for the prediction of arrhythmic events in patients with Brugada syndrome via ECG features analysis / Caligari, S., Randazzo, V., Gaita, F., Giustetto, C., Millesimo, M., Pasero, E.. - 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 |
| Gradient-Based Competitive Learning: Theory / Cirrincione, G., Randazzo, V., Barbiero, P., Ciravegna, G., Pasero, E.. - In: COGNITIVE COMPUTATION. - ISSN 1866-9956. - ELETTRONICO. - 16:(2024), pp. 608-623. [10.1007/s12559-023-10225-5] | 1-gen-2024 | Randazzo, VincenzoCiravegna, GabrielePasero, Eros + | Randazzo-Gradient.pdf |