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Showing 4101–4150 of 9169 papers

TitleStatusHype
Masked Multi-Step Multivariate Time Series Forecasting with Future Information—0
Experimental study of time series forecasting methods for groundwater level predictionCode0
Towards Automatic Forecasting: Evaluation of Time-Series Forecasting Models for Chickenpox Cases Estimation in Hungary—0
Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data—0
Retrieval Based Time Series Forecasting—0
DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness—0
Myopia prediction for adolescents via time-aware deep learning—0
A Deep Learning Approach to Analyzing Continuous-Time SystemsCode1
High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production—0
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions—0
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting—0
Multivariate Wasserstein Functional Connectivity for Autism Screening—0
A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics—0
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions—0
Optimal Stopping with Gaussian Processes—0
Deep learning based sferics recognition for AMT data processing in the dead band—0
Multiscale Comparison of Nonparametric Trend Curves—0
Combined Unbalanced Distribution System State and Line Impedance Matrix Estimation—0
Robust Forecasting for Robotic Control: A Game-Theoretic Approach—0
Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural NetworksCode0
STING: Self-attention based Time-series Imputation Networks using GAN—0
StyleTime: Style Transfer for Synthetic Time Series Generation—0
Contrastive Learning for Time Series on Dynamic Graphs—0
Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators—0
DeepVARwT: Deep Learning for a VAR Model with TrendCode1
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series—0
Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion—0
PromptCast: A New Prompt-based Learning Paradigm for Time Series ForecastingCode1
Estimation of Shade Losses in Unlabeled PV Data—0
The boosted HP filter is more general than you might think—0
An Attention Free Long Short-Term Memory for Time Series Forecasting—0
Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin PlateCode1
Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography—0
Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques—0
Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems—0
Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series DataCode0
A review of predictive uncertainty estimation with machine learning—0
DynaConF: Dynamic Forecasting of Non-Stationary Time SeriesCode0
De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs—0
Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time seriesCode0
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data—0
Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data—0
Statistical Properties of the Entropy from Ordinal Patterns—0
Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description—0
Understanding of the properties of neural network approaches for transient light curve approximationsCode1
Universal abundance fluctuations across microbial communities, tropical forests, and urban populations—0
Out-of-Distribution Representation Learning for Time Series Classification—0
FRANS: Automatic Feature Extraction for Time Series Forecasting—0
Efficient learning of nonlinear prediction models with time-series privileged informationCode0
Information Theoretic Measures of Causal Influences during Transient Neural Events—0
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