Giulia Tanoni

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Transfer Learning

Multiple Instance

Machine Learning Algorithms

Learning Problems

Top Venues

IEEE Trans. Ind. Informatics

Publications

Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Stefano Squartini, Emanuele Principi
Knowledge Distillation for Scalable Nonintrusive Load Monitoring. IEEE Trans. Ind. Informatics 20 (3) (2024)
Giulia Tanoni, Emanuele Principi, Stefano Squartini
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 14 (1) (2023)
Giulia Tanoni, Emanuele Principi, Luigi Mandolini, Stefano Squartini
Appliance-Incremental Learning for Non-Intrusive Load Monitoring. SmartGridComm (2023)
Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi
Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning. ICASSP (2023)
Giulia Tanoni, Emanuele Principi, Luigi Mandolini, Stefano Squartini
Weakly Supervised Transfer Learning for Multi-label Appliance Classification. AII (2022)
Luca Serafini, Giulia Tanoni, Emanuele Principi, Susanna Spinsante, Stefano Squartini
A Multiple Instance Regression Approach to Electrical Load Disaggregation. EUSIPCO (2022)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti
A comparative study of machine learning algorithms for physiological signal classification. KES (2018)