| Neural Ordinary Differential Equation based Recurrent Neural Network Model | May 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural ODEs for Informative Missingness in Multivariate Time Series | May 20, 2020 | Deep LearningImputation | —Unverified | 0 |
| The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models | May 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms | May 20, 2020 | ClusteringEarly Classification | —Unverified | 0 |
| Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets | May 19, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Epidemic parameters for COVID-19 in several regions of India | May 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Controlled Differential Equations for Irregular Time Series | May 18, 2020 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Necessary and sufficient conditions for causal feature selection in time series with latent common causes | May 18, 2020 | feature selectionTime Series | —Unverified | 0 |
| Anomaly Detection in Cloud Components | May 18, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Machine learning for the diagnosis of early stage diabetes using temporal glucose profiles | May 18, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 Study | May 16, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| DEFM: Delay E mbedding based Forecast Machine for Time Series Forecasting by Spatiotemporal Information Transformation | May 16, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Improving Neuroevolution Using Island Extinction and Repopulation | May 15, 2020 | Evolutionary AlgorithmsTime Series | —Unverified | 0 |
| AtsPy: Automated Time Series Forecasting in Python | May 14, 2020 | SurveyTime Series | CodeCode Available | 1 |
| Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms | May 14, 2020 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation | May 14, 2020 | General ClassificationSpecificity | CodeCode Available | 1 |
| Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems | May 14, 2020 | regressionTime Series | —Unverified | 0 |
| Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks | May 14, 2020 | Anomaly DetectionClassification | —Unverified | 0 |
| Multivariate non-Gaussian models for financial applications | May 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A network-based transfer learning approach to improve sales forecasting of new products | May 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Aortic Pressure Forecasting with Deep Sequence Learning | May 12, 2020 | PrognosisTime Series | —Unverified | 0 |
| A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes | May 12, 2020 | ClusteringTime Series | —Unverified | 0 |
| Nonparametric Expected Shortfall Forecasting Incorporating Weighted Quantiles | May 11, 2020 | quantile regressionTime Series | —Unverified | 0 |
| Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning | May 11, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Propagation Graph Estimation from Individual's Time Series of Observed States | May 11, 2020 | PositionTime Series | —Unverified | 0 |