Time Series Analysis


Time series analysis comprises statistical methods for analyzing a sequence of data points collected over an interval of time to identify interesting patterns and trends.

FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection

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May 02, 2025
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Causal-Copilot: An Autonomous Causal Analysis Agent

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Apr 21, 2025
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Explainability by design: an experimental analysis of the legal coding process

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May 03, 2025
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Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models

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Apr 04, 2025
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Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions

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Apr 22, 2025
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A Physically Driven Long Short Term Memory Model for Estimating Snow Water Equivalent over the Continental United States

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Apr 28, 2025
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Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis

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Apr 01, 2025
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Foundation Models for Time Series: A Survey

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Apr 05, 2025
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A temporal scale transformer framework for precise remaining useful life prediction in fuel cells

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Apr 08, 2025
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Learning Stabilizing Policies via an Unstable Subspace Representation

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May 02, 2025
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