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Giulia Tanoni
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 6
Top Topics
Incremental Learning
Transfer Learning
Multiple Instance
Learning Problems
Top Venues
KES
SmartGridComm
ICASSP
IEEE Trans. Smart Grid
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Publications
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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)