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.

One Joke to Rule them All? On the (Im)possibility of Generalizing Humor

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Aug 26, 2025
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Learning ECG Representations via Poly-Window Contrastive Learning

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Aug 21, 2025
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Semantic-Enhanced Time-Series Forecasting via Large Language Models

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Aug 11, 2025
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Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services

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Aug 20, 2025
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Interpreting Time Series Forecasts with LIME and SHAP: A Case Study on the Air Passengers Dataset

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Aug 17, 2025
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ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

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Aug 06, 2025
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ME-TST+: Micro-expression Analysis via Temporal State Transition with ROI Relationship Awareness

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Aug 11, 2025
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FeDaL: Federated Dataset Learning for Time Series Foundation Models

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Aug 06, 2025
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Residual Reservoir Memory Networks

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Aug 13, 2025
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Salt-Rock Creep Deformation Forecasting Using Deep Neural Networks and Analytical Models for Subsurface Energy Storage Applications

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Aug 07, 2025
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