| A Winner-Take-All Approach to Emotional Neural Networks with Universal Approximation Property | Nov 8, 2015 | AllGeneral Classification | —Unverified | 0 |
| Deep State Space Models for Time Series Forecasting | Dec 1, 2018 | Deep LearningProbabilistic Time Series Forecasting | —Unverified | 0 |
| Deep Signature Statistics for Likelihood-free Time-series Models | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries | Dec 4, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 |
| A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves | Aug 18, 2016 | Decision MakingKidney Function | —Unverified | 0 |
| An Empirical Study of the L2-Boost technique with Echo State Networks | Jan 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Sequence Modeling: Development and Applications in Asset Pricing | Aug 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An empirical study of neural networks for trend detection in time series | Dec 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 |
| A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction | Mar 29, 2022 | energy managementManagement | —Unverified | 0 |
| OptStream: Releasing Time Series Privately | Aug 6, 2018 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A wavelet analysis of inter-dependence, contagion and long memory among global equity markets | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series | Dec 1, 2024 | ImputationQuantization | —Unverified | 0 |
| Advancing Spatio-temporal Storm Surge Prediction with Hierarchical Deep Neural Networks | Oct 1, 2024 | Time Series | —Unverified | 0 |
| Imputation of Counterfactual Outcomes when the Errors are Predictable | Mar 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 |
| IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems | Nov 5, 2024 | DiversityTime Series | —Unverified | 0 |
| Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction | Feb 9, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inference of Binary Regime Models with Jump Discontinuities | Oct 23, 2019 | Algorithmic TradingTime Series | —Unverified | 0 |
| Deep Reinforcement Learning for Asset Allocation in US Equities | Oct 9, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems | Oct 28, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| A walk through of time series analysis on quantum computers | May 2, 2022 | Quantum Machine LearningTime Series | —Unverified | 0 |