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Time Series

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Showing 2801–2825 of 9169 papers

TitleStatusHype
Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices—0
Investigating Deep Neural Network Architecture and Feature Extraction Designs for Sensor-based Human Activity Recognition—0
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field—0
Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting—0
Deep Generative Methods for Producing Forecast Trajectories in Power Systems—0
Revealing the Power of Masked Autoencoders in Traffic ForecastingCode0
Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST—0
Early Churn Prediction from Large Scale User-Product Interaction Time Series—0
Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernelsCode1
Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis—0
Forecasting large collections of time series: feature-based methods—0
MemDA: Forecasting Urban Time Series with Memory-based Drift AdaptationCode1
Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping—0
Local and Global Trend Bayesian Exponential Smoothing Models—0
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs—0
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive LearningCode1
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series ImagingCode1
ML Algorithm Synthesizing Domain Knowledge for Fungal Spores Concentration PredictionCode0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
Enhancing Prediction and Analysis of UK Road Traffic Accident Severity Using AI: Integration of Machine Learning, Econometric Techniques, and Time Series Forecasting in Public Health Research—0
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data—0
OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online EnsemblingCode1
Global Deep Forecasting with Patient-Specific Pharmacokinetics—0
Incremental Constrained Clustering by Minimal Weighted ModificationCode0
TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population—0
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