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Found 7 papers, 3 papers with code
Domain Adaptation for Time series Transformers using One-step fine-tuning
To address these limitations, in this paper, we pre-train the time series Transformer model on a source domain with sufficient data and fine-tune it on the target domain with limited data.
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis
The continued digitization of societal processes translates into a proliferation of time series data that cover applications such as fraud detection, intrusion detection, and energy management, where anomaly detection is often essential to enable reliability and safety.
Multi-Source Spatial Entity Linkage
Besides the traditional cartographic data sources, spatial information can also be derived from location-based sources.
Databases
Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+
We present the first MMGC method GOLEMM and extend model types to compress time series groups.
Databases
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices
First, DR schemes are highly demanding for the users, as users need to provide direct information, e. g. via surveys, on their energy consumption preferences.
Utilizing Device-level Demand Forecasting for Flexibility Markets - Full Version
In a typical device-level flexibility forecast, a market player is more concerned with the \textit{utility} that the demand flexibility brings to the market, rather than the intrinsic forecast accuracy.
Time Series Management Systems: A Survey
The collection of time series data increases as more monitoring and automation are being deployed.
Databases G.1.2; D.2.11; E.4; E.2; E.1; H.2; H.2.4; C.2.4; H.2.8; G.3
