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Time Series

Papers

Showing 39764000 of 9169 papers

TitleStatusHype
On tracking varying bounds when forecasting bounded time series0
Fractal properties, information theory, and market efficiency0
Factor-augmented sparse MIDAS regressions with an application to nowcasting0
Enhanced Dengue Outbreak Prediction in Tamilnadu using Meteorological and Entomological data0
Higher-order Motif-based Time Series Classification for Forced Oscillation Source Location in Power Grids0
Temporal Attention Bottleneck is informative? Interpretability through Disentangled Generative Representations for Energy Time Series DisaggregationCode0
Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)0
Price elasticity of electricity demand: Using instrumental variable regressions to address endogeneity and autocorrelation of high-frequency time series0
What Constitutes Good Contrastive Learning in Time-Series Forecasting?Code0
G-NM: A Group of Numerical Time Series Prediction Models0
A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction0
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting0
Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator0
Transformer Training Strategies for Forecasting Multiple Load Time SeriesCode0
An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition0
Stock Price Prediction using Dynamic Neural Networks0
Successive one-sided Hodrick-Prescott filter with incremental filtering algorithm for nonlinear economic time series0
Convolutional and Deep Learning based techniques for Time Series Ordinal Classification0
The Chebyshev Polynomials Of The First Kind For Analysis Rates Shares Of Enterprises0
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions0
Calculating the matrix profile from noisy data0
Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series0
Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model0
Probabilistic Learning of Multivariate Time Series with Temporal IrregularityCode0
Bootstrap aggregation and confidence measures to improve time series causal discoveryCode0
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