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Found 3 papers, 2 papers with code
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series
The experimental results with two large real datasets show that the proposed approach outperforms current solutions, including state-of-the-art time series classifiers applied to appliance detection.
Appliance Detection Using Very Low-Frequency Smart Meter Time Series
This paper presents an in-depth evaluation and comparison of state-of-the-art time series classifiers applied to detecting the presence/absence of diverse appliances in very low-frequency smart meter data.
Disk storage management for LHCb based on Data Popularity estimator
We use regression algorithms and time series analysis to find the optimal number of replicas for datasets that are kept on disk.
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