Adrien Petralia

13 papers A* 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are Time-Indexed Foundation Models the Future of Time Series Imputation?
Trans. Mach. Learn. Res.
Etienne Le Naour, Tahar Nabil, Adrien Petralia, Ghislain Agoua
2025 J jnl
Are Time-Indexed Foundation Models the Future of Time Series Imputation?
CoRR
Etienne Le Naour, Tahar Nabil, Adrien Petralia, Ghislain Agoua
2025 — —
Deep Learning for Electricity Consumption Time Series Analytics. (Apprentissage profond pour la caractérisation des séries temporelles de consommation électrique).
Adrien Petralia
2025 A* conf
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series.
ICDE
Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025 J jnl
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series.
CoRR
Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025 A* conf
Few Labels are All you Need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series.
ICDE
Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025 J jnl
Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series.
CoRR
Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025 — conf
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity.
KDD (2)
Adrien Petralia, Philippe Charpentier, Youssef Kadhi, Themis Palpanas
2025 J jnl
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity.
CoRR
Adrien Petralia, Philippe Charpentier, Youssef Kadhi, Themis Palpanas
2024 J jnl
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series.
CoRR
Adrien Petralia, Philippe Charpentier, Themis Palpanas
2023 J jnl
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series.
Proc. VLDB Endow.
Adrien Petralia, Philippe Charpentier, Themis Palpanas
2023 — conf
Appliance Detection Using Very Low-Frequency Smart Meter Time Series.
e-Energy
Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
2023 J jnl
Appliance Detection Using Very Low-Frequency Smart Meter Time Series.
CoRR
Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas