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| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 | 0 |
| Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders | May 9, 2018 | Dimensionality ReductionGeneral Classification | —Unverified | 0 | 0 |
| Learning Representations for Incomplete Time Series Clustering | May 18, 2021 | ClusteringImputation | —Unverified | 0 | 0 |
| A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction | Mar 29, 2022 | energy managementManagement | —Unverified | 0 | 0 |
| Novel semi-metrics for multivariate change point analysis and anomaly detection | Nov 4, 2019 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series | Mar 29, 2017 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 | 0 |
| Novel techniques for improving NNetEn entropy calculation for short and noisy time series | Feb 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Empirical Study of the L2-Boost technique with Echo State Networks | Jan 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion | Sep 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark | Feb 23, 2022 | regressionTime Series | —Unverified | 0 | 0 |
| NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading | Oct 1, 2023 | Algorithmic TradingFeature Engineering | —Unverified | 0 | 0 |
| Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting | Nov 12, 2021 | quantile regressionTime Series | —Unverified | 0 | 0 |
| Learning Probability Distributions in Macroeconomics and Finance | Apr 14, 2022 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A wavelet analysis of inter-dependence, contagion and long memory among global equity markets | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning Predictive Checklists with Probabilistic Logic Programming | Nov 25, 2024 | Time Series | —Unverified | 0 | 0 |
| Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay | Jul 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning Predictive and Interpretable Timeseries Summaries from ICU Data | Sep 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| NuwaTS: a Foundation Model Mending Every Incomplete Time Series | May 24, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Nyström Regularization for Time Series Forecasting | Nov 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series | Dec 1, 2024 | ImputationQuantization | —Unverified | 0 | 0 |