TANONI, GIULIA
TANONI, GIULIA
Dipartimento Ingegneria dell'Informazione
A comparative study of machine learning algorithms for physiological signal classification
2018-01-01 Biagetti, Giorgio; Crippa, Paolo; Falaschetti, Laura; Tanoni, Giulia; Turchetti, Claudio
A Deep Cascade Framework for Non-Intrusive Power Disaggregation in Solar-Powered Households
2025-01-01 Tanoni, Giulia; Taloma, Redemptor Laceda; Principi, Emanuele; Comminiello, Danilo; Squartini, Stefano
A Multiple Instance Regression Approach to Electrical Load Disaggregation
2022-01-01 Serafini, L.; Tanoni, G.; Principi, E.; Spinsante, S.; Squartini, S.
A weakly supervised active learning framework for non-intrusive load monitoring
2024-01-01 Tanoni, Giulia; Sobot, Tamara; Principi, Emanuele; Stankovic, Vladimir; Stankovic, Lina; Squartini, Stefano
Appliance-Incremental Learning for Non-Intrusive Load Monitoring
2023-01-01 Tanoni, Giulia; Principi, Emanuele; Mandolini, Luigi; Squartini, Stefano
Deep Learning Techniques for Edge-Centric Non-Intrusive Load Monitoring
2024-06-24 Tanoni, Giulia
Energetic, exergetic, economic and environmental analysis of a photovoltaic/thermal system equipped with thermoelectric generators
2025-01-01 Vitulli, Paolo; Principi, Emanuele; Squartini, Stefano; Tanoni, Giulia; Gagliano, Antonio; Tina, Giuseppe Marco
Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning
2023-01-01 Batic, Djordje; Tanoni, Giulia; Stankovic, Lina; Stankovic, Vladimir; Principi, Emanuele
Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge
2025-01-01 Batic, Djordje; Tanoni, Giulia; Principi, Emanuele; Stankovic, Lina; Stankovic, Vladimir; Squartini, Stefano
Knowledge Distillation for Scalable Nonintrusive Load Monitoring
2024-01-01 Tanoni, Giulia; Stankovic, Lina; Stankovic, Vladimir; Squartini, Stefano; Principi, Emanuele
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring
2023-01-01 Tanoni, Giulia; Principi, Emanuele; Squartini, Stefano
Non-Intrusive Load Monitoring in industrial settings: A systematic review
2024-01-01 Tanoni, G.; Principi, E.; Squartini, S.
Weakly Supervised Transfer Learning for Multi-label Appliance Classification
2022-01-01 Tanoni, Giulia; Principi, Emanuele; Mandolini, Luigi; Squartini, Stefano
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A comparative study of machine learning algorithms for physiological signal classification | 1-gen-2018 | Biagetti, Giorgio; Crippa, Paolo; Falaschetti, Laura; Tanoni, Giulia; Turchetti, Claudio | |
| A Deep Cascade Framework for Non-Intrusive Power Disaggregation in Solar-Powered Households | 1-gen-2025 | Tanoni, Giulia; Taloma, Redemptor Laceda; Principi, Emanuele; Comminiello, Danilo; Squartini, Stefano | |
| A Multiple Instance Regression Approach to Electrical Load Disaggregation | 1-gen-2022 | Serafini, L.; Tanoni, G.; Principi, E.; Spinsante, S.; Squartini, S. | |
| A weakly supervised active learning framework for non-intrusive load monitoring | 1-gen-2024 | Tanoni, Giulia; Sobot, Tamara; Principi, Emanuele; Stankovic, Vladimir; Stankovic, Lina; Squartini, Stefano | |
| Appliance-Incremental Learning for Non-Intrusive Load Monitoring | 1-gen-2023 | Tanoni, Giulia; Principi, Emanuele; Mandolini, Luigi; Squartini, Stefano | |
| Deep Learning Techniques for Edge-Centric Non-Intrusive Load Monitoring | 24-giu-2024 | Tanoni, Giulia | |
| Energetic, exergetic, economic and environmental analysis of a photovoltaic/thermal system equipped with thermoelectric generators | 1-gen-2025 | Vitulli, Paolo; Principi, Emanuele; Squartini, Stefano; Tanoni, Giulia; Gagliano, Antonio; Tina, Giuseppe Marco | |
| Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning | 1-gen-2023 | Batic, Djordje; Tanoni, Giulia; Stankovic, Lina; Stankovic, Vladimir; Principi, Emanuele | |
| Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge | 1-gen-2025 | Batic, Djordje; Tanoni, Giulia; Principi, Emanuele; Stankovic, Lina; Stankovic, Vladimir; Squartini, Stefano | |
| Knowledge Distillation for Scalable Nonintrusive Load Monitoring | 1-gen-2024 | Tanoni, Giulia; Stankovic, Lina; Stankovic, Vladimir; Squartini, Stefano; Principi, Emanuele | |
| Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring | 1-gen-2023 | Tanoni, Giulia; Principi, Emanuele; Squartini, Stefano | |
| Non-Intrusive Load Monitoring in industrial settings: A systematic review | 1-gen-2024 | Tanoni, G.; Principi, E.; Squartini, S. | |
| Weakly Supervised Transfer Learning for Multi-label Appliance Classification | 1-gen-2022 | Tanoni, Giulia; Principi, Emanuele; Mandolini, Luigi; Squartini, Stefano |