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Time Series

Papers

Showing 18761900 of 9169 papers

TitleStatusHype
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark0
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time seriesCode1
DeepKalPose: An Enhanced Deep-Learning Kalman Filter for Temporally Consistent Monocular Vehicle Pose Estimation0
Review of Data-centric Time Series Analysis from Sample, Feature, and Period0
Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting0
Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models0
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting0
Clustering of timed sequences -- Application to the analysis of care pathways0
SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series ForecastingCode3
Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data0
Using ARIMA to Predict the Expansion of Subscriber Data Consumption0
Fidelitous Augmentation of Human Accelerometric Data for Deep Learning0
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionCode3
Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory0
Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation0
On the Asymmetric Volatility Connectedness0
Warped Time Series Anomaly Detection0
Toward Short-Term Glucose Prediction Solely Based on CGM Time Series0
KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphsCode0
Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data0
SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction0
Variational quantization for state space modelsCode0
Language Models Still Struggle to Zero-shot Reason about Time SeriesCode0
Estimation for conditional moment models based on martingale difference divergence0
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