| Symplectic Gaussian Process Regression of Hamiltonian Flow Maps | Sep 11, 2020 | Numerical Integrationregression | —Unverified | 0 |
| Factor-Driven Two-Regime Regression | Sep 10, 2020 | regressionTime Series | CodeCode Available | 0 |
| Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series | Sep 10, 2020 | ClusteringTime Series | —Unverified | 0 |
| XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification | Sep 10, 2020 | General ClassificationTime Series | CodeCode Available | 1 |
| Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case | Sep 10, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting | Sep 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data | Sep 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data | Sep 10, 2020 | ClassificationFault Diagnosis | —Unverified | 0 |
| Forecasting financial markets with semantic network analysis in the COVID-19 crisis | Sep 9, 2020 | PositionTime Series | —Unverified | 0 |
| tsBNgen: A Python Library to Generate Time Series Data from an Arbitrary Dynamic Bayesian Network Structure | Sep 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting | Sep 8, 2020 | Cloud ComputingClustering | —Unverified | 0 |
| Multivariable times series classification through an interpretable representation | Sep 8, 2020 | ClassificationDescriptive | —Unverified | 0 |
| Forecasting the Leading Indicator of a Recession: The 10-Year minus 3-Month Treasury Yield Spread | Sep 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep Learning, Predictability, and Optimal Portfolio Returns | Sep 7, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Spatio-Temporal Activation Function To Map Complex Dynamical Systems | Sep 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition | Sep 6, 2020 | Emotion Recognitionfeature selection | —Unverified | 0 |
| COVID-19: Tail Risk and Predictive Regressions | Sep 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Proximity Sensing: Modeling and Understanding Noisy RSSI-BLE Signals and Other Mobile Sensor Data for Digital Contact Tracing | Sep 4, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Time-series Anomaly Detection via Graph Attention Network | Sep 4, 2020 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| A Robust Score-Driven Filter for Multivariate Time Series | Sep 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Review of Wind Speed and Wind Power Forecasting Techniques | Sep 2, 2020 | SchedulingTime Series | —Unverified | 0 |
| Weak error rates for option pricing under linear rough volatility | Sep 2, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Travel time prediction for congested freeways with a dynamic linear model | Sep 2, 2020 | Predictionregression | —Unverified | 0 |
| Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series | Sep 2, 2020 | SSIMTime Series | —Unverified | 0 |
| LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting | Sep 2, 2020 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
