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Adrien Petralia

Observed name: Petralia, Adrien
ORCID: 0000-0003-2987-9111
Observed ORCID: 0000-0003-2987-9111
OpenAlex ID: A5091982955
Appliance Detection Using Very Low-Frequency Smart Meter Time Series
2023 · Adrien Petralia, Philippe Charpentier, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 18
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NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity
2025 · Adrien Petralia, Philippe Charpentier, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 14
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ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series
2023 · Adrien Petralia, Philippe Charpentier, et al. · Proceedings of the VLDB Endowment · 5
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Few Labels are All you Need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series
2025 · Adrien Petralia, Paul Boniol, et al. · IEEE International Conference on Data Engineering (ICDE) · 3
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DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
2025 · Adrien Petralia, Paul Boniol, et al. · IEEE International Conference on Data Engineering (ICDE) · 2
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Timestral
2026 · Petralia, Adrien, Gavaudan, Alexandre, et al. · arXiv (Cornell University)
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Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection
2026 · Panourgias, Christos, Stanzione, Roberto, et al. · arXiv (Cornell University)
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LoaDiff: Conditional Generation of Electricity Consumption Time Series for Energy Analytics
2026 · Baranova, Mariia, Petralia, Adrien, et al. · arXiv (Cornell University)
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LoaDiff-CER: 50,000 Synthetic Residential Electricity Load Curves Conditioned on Appliance Ownership
2026 · Baranova, Mariia, Petralia, Adrien, et al. · Zenodo (CERN European Organization for Nuclear Research)
Shieldstral
2026 · Calvi, Antonia, Sooriyarachchi, Avinash, et al. · arXiv (Cornell University)
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Robostral Navigate
2026 · Bounhar, Abdelaziz, Somani, Abhijeet, et al. · arXiv (Cornell University)
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TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
2026 · Naour, Etienne Le, Nabil, Tahar, et al. · arXiv (Cornell University)
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Investigating simple target-covariate relationships for Chronos-2 and TabPFN-TS
2026 · Berthelier, Gaspard, Baranova, Mariia, et al. · arXiv (Cornell University)
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Are Time-Indexed Foundation Models the Future of Time Series Imputation?
2025 · Naour, Etienne Le, Nabil, Tahar, et al. · arXiv (Cornell University)
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Deep learning for electricity consumption time series analytics
2025 · Adrien Petralia
Works count: 18
Citation count: 42
H-index: 3
I10-index: 2
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