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Showing 1776–1800 of 9169 papers

TitleStatusHype
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series ForecastingCode1
Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical StudyCode0
GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable MissingCode2
SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly DetectionCode1
Data-generating process and time-series asset pricing—0
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis—0
Macroeconomic Factors, Industrial Indexes and Bank Spread in Brazil—0
Function Extrapolation with Neural Networks and Its Application for ManifoldsCode0
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models—0
ECATS: Explainable-by-design concept-based anomaly detection for time series—0
WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting—0
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series ForecastingCode2
Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost—0
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series ImputationCode1
Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee—0
Optimal Text-Based Time-Series Indices—0
A novel Reservoir Architecture for Periodic Time Series Prediction—0
LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series ForecastingCode1
Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting—0
Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks—0
Optimizing Sales Forecasts through Automated Integration of Market Indicators—0
Seasonality and susceptibility from measles time seriesCode0
TimeX++: Learning Time-Series Explanations with Information BottleneckCode1
Improving Transformers using Faithful Positional Encoding—0
Joint Prediction Regions for time-series models—0
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