SOTAVerified

Univariate Time Series Forecasting

Papers

Showing 2130 of 36 papers

TitleStatusHype
Forecasting with Deep Learning: Beyond Average of Average of Average PerformanceCode0
Meta-learning and Data Augmentation for Stress Testing Forecasting ModelsCode0
Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical StudyCode0
Leveraging Non-Decimated Wavelet Packet Features and Transformer Models for Time Series Forecasting0
PHILNet: A Novel Efficient Approach for Time Series Forecasting using Deep LearningCode0
A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature ForecastingCode0
Feature-aligned N-BEATS with Sinkhorn divergenceCode0
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting0
Univariate Long-Term Municipal Water Demand Forecasting0
On projection methods for functional time series forecastingCode0
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