| 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 |
| 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 |
| A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition | Sep 6, 2020 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Spatio-Temporal Activation Function To Map Complex Dynamical Systems | Sep 6, 2020 | Time SeriesTime Series Analysis | —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 |
| 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 |
| Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series | Sep 2, 2020 | SSIMTime Series | —Unverified | 0 |
| Weak error rates for option pricing under linear rough volatility | Sep 2, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting | Sep 2, 2020 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Travel time prediction for congested freeways with a dynamic linear model | Sep 2, 2020 | Predictionregression | —Unverified | 0 |
| MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales | Sep 1, 2020 | ClusteringSegmentation | —Unverified | 0 |
| The Computational Capacity of LRC, Memristive and Hybrid Reservoirs | Aug 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effects of Correlated Noise on the Performance of Persistence Based Dynamic State Detection Methods | Aug 31, 2020 | DiagnosticTime Series | —Unverified | 0 |
| Data Anomaly Detection for Structural Health Monitoring of Bridges using Shapelet Transform | Aug 31, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking adversarial attacks and defenses for time-series data | Aug 30, 2020 | Adversarial DefenseBenchmarking | —Unverified | 0 |
| Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression | Aug 29, 2020 | quantile regressionregression | —Unverified | 0 |
| Fast Partial Fourier Transform | Aug 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning | Aug 28, 2020 | Ensemble LearningTime Series | CodeCode Available | 0 |