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Time Series

Papers

Showing 84518500 of 9169 papers

TitleStatusHype
Cryptocurrency portfolio optimization with multivariate normal tempered stable processes and Foster-Hart risk0
To VaR, or Not to VaR, That is the Question0
Toward a Foundation Model for Time Series Data0
Toward a generic representation of random variables for machine learning0
Time-Varying Poisson Autoregression0
Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models0
Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability0
Time-Varying Dynamic Bayesian Networks0
Dynamic Interpretable Change Point Detection0
Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand0
Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey0
Towards a Deep Learning-based Online Quality Prediction System for Welding Processes0
Cryptocurrency Market Consolidation in 2020--20210
Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization0
Time-Transformed Test for the Explosive Bubbles under Non-stationary Volatility0
Hydroclimatic time series features at multiple time scales0
Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data0
A Tale of Tail Covariances (and Diversified Tails)0
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile0
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series0
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions0
A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data0
Time Tracker: Mixture-of-Experts-Enhanced Foundation Time Series Forecasting Model with Decoupled Training Pipelines0
Towards a universal neural network encoder for time series0
Hybrid Variational Autoencoder for Time Series Forecasting0
Time-to-Green predictions for fully-actuated signal control systems with supervised learning0
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods0
Metaheuristics optimized feedforward neural networks for efficient stock price prediction0
Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach0
Time to Embed: Unlocking Foundation Models for Time Series with Channel Descriptions0
Towards black-box parameter estimation0
Towards Controllable Time Series Generation0
Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization0
Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection0
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data0
Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting0
Cross-user activity recognition via temporal relation optimal transport0
A tail dependence-based MST and their topological indicators in modelling systemic risk in the European insurance sector0
Times series averaging from a probabilistic interpretation of time-elastic kernel0
TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss0
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers0
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series0
Hybrid Neural Networks for Learning the Trend in Time Series0
Towards Experienced Anomaly Detector through Reinforcement Learning0
Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting0
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering0
Towards Foundation Models for Critical Care Time Series0
Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics0
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface0
Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package0
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