NEGRI, VIRGINIA
NEGRI, VIRGINIA
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
Machine Learning-Based Muscle Response Analysis for Diabetic Retinopathy: Trial Dynamics and Diagnostic Value
2026 Negri, V.; Laffi, A.; Raffi, M.; Piras, A.; Mingotti, A.; Tinarelli, R.
A Novel Health Index for MV Cable Joint Aging Prediction Based on Dynamic Graph Attention Model
2025 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Ray, Lala Shakti Swarup; Zhou, Bo; Lukowicz, Paul
AI-Driven Assistant for Optimal Design of Two-Level Three-Phase Voltage Source Inverters
2025 Negri, V.; Bazzani, F.; Mingotti, A.; Mandrioli, R.
Bridging Supervised and Unsupervised Learning for Classification of Breast Tissue
2025 Negri, Virginia; Iadarola, Grazia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo
Comprehensive Forecasting of Electrical Quantities in an Educational Building via Artifical Intelligence-Driven Distributed Measurement System
2025 Negri, Virginia; Tinarelli, Roberto; Peretto, Lorenzo; Mingotti, Alessandro
Enhancing Diabetic Retinopathy Diagnosis with Machine Learning: A Random Forest Approach Using Muscle Response Data
2025 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Laffi, Alessandra; Raffi, Milena; Piras, Alessandro
Enhancing Efficiency Prediction Accuracy in PEM Fuel Cell Hybrid Systems Using AI
2025 Negri, Virginia; D'Alvia, Livio; Mingotti, Alessandro
Fault Detection in MV Switchgears Through Unsupervised Learning of Temperature Conditions
2025 Iadarola, Grazia; Mingotti, Alessandro; Negri, Virginia; Spinsante, Susanna
Lightweight Digital Twin for Current Sensing Using Microcontroller-Integrated Rogowski Coil Model
2025 Negri, Virginia; Tinarelli, Roberto; Peretto, Lorenzo; Mingotti, Alessandro
Mitigating Temperature Effects in Rogowski Coils’ Accuracy Through Physics-Informed Model
2025 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Ray, Lala Shakti Swarup; Zhou, Bo; Lukowicz, Paul
Uncertainty-Aware Human Activity Recognition: Investigating Sensor Impact in ML Models
2025 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo
Uncertainty-Driven Data Augmentation for Improved Load Time Series Forecasting
2025 Negri, Virginia; Mari, Simone; Mingotti, Alessandro; Ciancetta, Fabrizio; Tinarelli, Roberto; Peretto, Lorenzo
Analyzing the Performance of AI-Based Battery SoC Estimation: A Metrological Point of View
2024 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Apa, Ludovica; D'Alvia, Livio; Del Prete, Zaccaria; Rizzuto, Emanuele
Predictive Maintenance based on Artificial Neural Network for MV Switchgears
2024 Negri, Virginia; Iadarola, Grazia; Mingotti, Alessandro; Spinsante, Susanna; Tinarelli, Roberto; Peretto, Lorenzo
Temperature-Based Accuracy Estimation on Instrument Transformers via Neural Networks and Microcontrollers
2024 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo
Towards the DT of an Educational Building: An AI-Based Distributed Measurement System for the Power Forecasting
2024 Negri, Virginia; Zanella, Samuel; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Barchi, Francesco; Acquaviva, Andrea
Validating Inertia Assessment Metrics in Distribution Systems with High RES Penetration
2024 Frigo, Guglielmo; Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Rens, Johan; Joubert, Theresa
Comparison Between the Machine Learning and the Statistical Approach to the Forecasting of Voltage, Current, and Frequency
2023 Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo
Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks
2023 Negri V.; Mingotti A.; Tinarelli R.; Peretto L.
Uncertainty and Lack of Information Affecting the Training of Machine Learning Algorithms for Fault Prediction of Cable-Joints
2023 Negri, V; Mingotti, A; Tinarelli, R; Peretto, L
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Machine Learning-Based Muscle Response Analysis for Diabetic Retinopathy: Trial Dynamics and Diagnostic Value | Negri, V.; Laffi, A.; Raffi, M.; Piras, A.; Mingotti, A.; Tinarelli, R. | 2026-01-01 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | - | 1.01 Articolo in rivista | TIM_final.pdf |
| A Novel Health Index for MV Cable Joint Aging Prediction Based on Dynamic Graph Attention Model | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Ray, Lala Shakti Swa...rup; Zhou, Bo; Lukowicz, Paul | 2025-01-01 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | - | 1.01 Articolo in rivista | 1B_final.pdf |
| AI-Driven Assistant for Optimal Design of Two-Level Three-Phase Voltage Source Inverters | Negri, V.; Bazzani, F.; Mingotti, A.; Mandrioli, R. | 2025-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Bridging Supervised and Unsupervised Learning for Classification of Breast Tissue | Negri, Virginia; Iadarola, Grazia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | MeMea_final.pdf |
| Comprehensive Forecasting of Electrical Quantities in an Educational Building via Artifical Intelligence-Driven Distributed Measurement System | Negri, Virginia; Tinarelli, Roberto; Peretto, Lorenzo; Mingotti, Alessandro | 2025-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-25-02456.pdf |
| Enhancing Diabetic Retinopathy Diagnosis with Machine Learning: A Random Forest Approach Using Muscle Response Data | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Laffi, Alessandra; Raffi, Milena; Pira...s, Alessandro | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | 1571120424 final.pdf |
| Enhancing Efficiency Prediction Accuracy in PEM Fuel Cell Hybrid Systems Using AI | Negri, Virginia; D'Alvia, Livio; Mingotti, Alessandro | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | i2mtc_BORM_final.pdf |
| Fault Detection in MV Switchgears Through Unsupervised Learning of Temperature Conditions | Iadarola, Grazia; Mingotti, Alessandro; Negri, Virginia; Spinsante, Susanna | 2025-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-25-04818-v2.pdf |
| Lightweight Digital Twin for Current Sensing Using Microcontroller-Integrated Rogowski Coil Model | Negri, Virginia; Tinarelli, Roberto; Peretto, Lorenzo; Mingotti, Alessandro | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | 1571161699 final.pdf |
| Mitigating Temperature Effects in Rogowski Coils’ Accuracy Through Physics-Informed Model | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Ray, Lala Shakti Swa...rup; Zhou, Bo; Lukowicz, Paul | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | 1571158803 final.pdf |
| Uncertainty-Aware Human Activity Recognition: Investigating Sensor Impact in ML Models | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Uncertainty-Aware HAR.pdf |
| Uncertainty-Driven Data Augmentation for Improved Load Time Series Forecasting | Negri, Virginia; Mari, Simone; Mingotti, Alessandro; Ciancetta, Fabrizio; Tinarelli, Roberto; Per...etto, Lorenzo | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | I2MTC2025_DA_final 1.pdf |
| Analyzing the Performance of AI-Based Battery SoC Estimation: A Metrological Point of View | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Apa, Ludovica; D'Alv...ia, Livio; Del Prete, Zaccaria; Rizzuto, Emanuele | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | UniBoRo_v4.pdf |
| Predictive Maintenance based on Artificial Neural Network for MV Switchgears | Negri, Virginia; Iadarola, Grazia; Mingotti, Alessandro; Spinsante, Susanna; Tinarelli, Roberto; ...Peretto, Lorenzo | 2024-01-01 | IEEE SENSORS JOURNAL | - | 1.01 Articolo in rivista | Predictive_Maintenance_Based_on_Artificial_Neural_Network_for_MV_Switchgears.pdf |
| Temperature-Based Accuracy Estimation on Instrument Transformers via Neural Networks and Microcontrollers | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Towards the DT of an Educational Building: An AI-Based Distributed Measurement System for the Power Forecasting | Negri, Virginia; Zanella, Samuel; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Bar...chi, Francesco; Acquaviva, Andrea | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Validating Inertia Assessment Metrics in Distribution Systems with High RES Penetration | Frigo, Guglielmo; Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Re...ns, Johan; Joubert, Theresa | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Comparison Between the Machine Learning and the Statistical Approach to the Forecasting of Voltage, Current, and Frequency | Negri, Virginia; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | comparison between the machine post print.pdf |
| Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks | Negri V.; Mingotti A.; Tinarelli R.; Peretto L. | 2023-01-01 | ENERGIES | - | 1.01 Articolo in rivista | energies-16-00470-v2.pdf |
| Uncertainty and Lack of Information Affecting the Training of Machine Learning Algorithms for Fault Prediction of Cable-Joints | Negri, V; Mingotti, A; Tinarelli, R; Peretto, L | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |