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.

Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems

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Jun 26, 2025
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The Shape of Consumer Behavior: A Symbolic and Topological Analysis of Time Series

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Jun 24, 2025
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FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMs

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Jun 25, 2025
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TAMMs: Temporal-Aware Multimodal Model for Satellite Image Change Understanding and Forecasting

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Jun 23, 2025
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Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures

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Jun 24, 2025
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SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting

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Jun 17, 2025
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A Review of the Long Horizon Forecasting Problem in Time Series Analysis

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Jun 15, 2025
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Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

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Jun 15, 2025
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SpaceTrack-TimeSeries: Time Series Dataset towards Satellite Orbit Analysis

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Jun 16, 2025
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Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series

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Jun 12, 2025
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