Giulia Tanoni

Orcid: 0000-0003-1839-7686

According to our database1, Giulia Tanoni authored at least 8 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2018
2019
2020
2021
2022
2023
2024
2025
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
A weakly supervised active learning framework for non-intrusive load monitoring.
Integr. Comput. Aided Eng., 2025

2024
Knowledge Distillation for Scalable Nonintrusive Load Monitoring.
IEEE Trans. Ind. Informatics, March, 2024

2023
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2023

Appliance-Incremental Learning for Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Communications, 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Multiple Instance Regression Approach to Electrical Load Disaggregation.
Proceedings of the 30th European Signal Processing Conference, 2022

Weakly Supervised Transfer Learning for Multi-label Appliance Classification.
AII, 2022

2018
A comparative study of machine learning algorithms for physiological signal classification.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018


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