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Time Series

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Showing 3951–4000 of 9169 papers

TitleStatusHype
A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series—0
Expected Shortfall LASSO—0
ESGCN: Edge Squeeze Attention Graph Convolutional Network for Traffic Flow Forecasting—0
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data—0
Population Age Group Sensitivity for COVID-19 Infections with Deep Learning—0
MADS: Modulated Auto-Decoding SIREN for time series imputation—0
Fourier-Mixed Window Attention: Accelerating Informer for Long Sequence Time-Series ForecastingCode0
Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data—0
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering—0
Improving the Transferability of Time Series Forecasting with Decomposition Adaptation—0
Identifiability of Direct Effects from Summary Causal Graphs—0
A Fast Fourier Convolutional Deep Neural Network For Accurate and Explainable Discrimination Of Wheat Yellow Rust And Nitrogen Deficiency From Sentinel-2 Time-Series Data—0
Geomagnetic field influences probabilistic abstract decision-making in humans—0
Autoregressive with Slack Time Series Model for Forecasting a Partially-Observed Dynamical Time SeriesCode0
Exploring Spatial-Temporal Variations of Public Discourse on Social Media: A Case Study on the First Wave of the Coronavirus Pandemic in Italy—0
CLANet: A Comprehensive Framework for Cross-Batch Cell Line Identification Using Brightfield ImagesCode0
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit ForecastingCode0
Trend patterns statistics for assessing irreversibility in cryptocurrencies: time-asymmetry versus inefficiency—0
Analysis of Indian foreign exchange markets: A Multifractal Detrended Fluctuation Analysis (MFDFA) approach—0
Homological Neural Networks: A Sparse Architecture for Multivariate ComplexityCode0
Variational latent discrete representation for time series modelling—0
Multi-output Ensembles for Multi-step ForecastingCode0
Multivariate Time Series Early Classification Across Channel and Time DimensionsCode0
Comparative Study of Predicting Stock Index Using Deep Learning Models—0
Latent Factor Analysis in Short Panels—0
On tracking varying bounds when forecasting bounded time series—0
Fractal properties, information theory, and market efficiency—0
Factor-augmented sparse MIDAS regressions with an application to nowcasting—0
Enhanced Dengue Outbreak Prediction in Tamilnadu using Meteorological and Entomological data—0
Higher-order Motif-based Time Series Classification for Forced Oscillation Source Location in Power Grids—0
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 series—0
What Constitutes Good Contrastive Learning in Time-Series Forecasting?Code0
G-NM: A Group of Numerical Time Series Prediction Models—0
A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction—0
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting—0
Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator—0
Transformer Training Strategies for Forecasting Multiple Load Time SeriesCode0
An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition—0
Stock Price Prediction using Dynamic Neural Networks—0
Successive one-sided Hodrick-Prescott filter with incremental filtering algorithm for nonlinear economic time series—0
Convolutional and Deep Learning based techniques for Time Series Ordinal Classification—0
The Chebyshev Polynomials Of The First Kind For Analysis Rates Shares Of Enterprises—0
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions—0
Calculating the matrix profile from noisy data—0
Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series—0
Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model—0
Probabilistic Learning of Multivariate Time Series with Temporal IrregularityCode0
Bootstrap aggregation and confidence measures to improve time series causal discoveryCode0
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