Giulia Tanoni

According to our database, Giulia Tanoni authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Knowledge Distillation for Scalable Nonintrusive Load Monitoring.

Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Stefano Squartini, Emanuele Principi

IEEE Trans. Ind. Informatics, March, 2024

2023

Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring.

Giulia Tanoni, Emanuele Principi, Stefano Squartini

IEEE Trans. Smart Grid, 2023

Appliance-Incremental Learning for Non-Intrusive Load Monitoring.

Giulia Tanoni, Emanuele Principi, Luigi Mandolini, Stefano Squartini

Proceedings of the IEEE International Conference on Communications, 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.

Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A Multiple Instance Regression Approach to Electrical Load Disaggregation.

Luca Serafini, Giulia Tanoni, Emanuele Principi, Susanna Spinsante, Stefano Squartini

Proceedings of the 30th European Signal Processing Conference, 2022

Weakly Supervised Transfer Learning for Multi-label Appliance Classification.

Giulia Tanoni, Emanuele Principi, Luigi Mandolini, Stefano Squartini

AII, 2022

2018

A comparative study of machine learning algorithms for physiological signal classification.

Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018