| Chaos may enhance expressivity in cerebellar granular layer | Jun 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-Frequency Radar Ocean Current Mapping at Rapid Scale with Autoregressive Modeling | Jun 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Supporting Optimal Phase Space Reconstructions Using Neural Network Architecture for Time Series Modeling | Jun 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Efficient implementations of echo state network cross-validation | Jun 19, 2020 | One-Shot LearningTime Series | CodeCode Available | 1 |
| Monash University, UEA, UCR Time Series Extrinsic Regression Archive | Jun 19, 2020 | BenchmarkingMissing Values | CodeCode Available | 1 |
| Semi-supervised time series classification method for quantum computing | Jun 19, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Independent Innovation Analysis for Nonlinear Vector Autoregressive Process | Jun 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Real-Time Prediction of BITCOIN Price using Machine Learning Techniques and Public Sentiment Analysis | Jun 18, 2020 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data | Jun 18, 2020 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems | Jun 18, 2020 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| STEER: Simple Temporal Regularization For Neural ODEs | Jun 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting | Jun 18, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion | Jun 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| Learning-Based Real-Time Event Identification Using Rich Real PMU Data | Jun 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments | Jun 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A specifically designed machine learning algorithm for GNSS position time series prediction and its applications in outlier and anomaly detection and earthquake prediction | Jun 16, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Analysing the resilience of the European commodity production system with PyResPro, the Python Production Resilience package | Jun 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Multi-Phase Approach for Product Hierarchy Forecasting in Supply Chain Management: Application to MonarchFx Inc | Jun 16, 2020 | ManagementTime Series | —Unverified | 0 |
| Prior knowledge distillation based on financial time series | Jun 16, 2020 | Knowledge DistillationTime Series | —Unverified | 0 |
| Temporal Phenotyping using Deep Predictive Clustering of Disease Progression | Jun 15, 2020 | ClusteringDecision Making | CodeCode Available | 1 |
| Online Change Point Detection in Molecular Dynamics With Optical Random Features | Jun 15, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 |
| COT-GAN: Generating Sequential Data via Causal Optimal Transport | Jun 15, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Lateral land movement prediction from GNSS position time series in a machine learning aided algorithm | Jun 14, 2020 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Dynamic Window-level Granger Causality of Multi-channel Time Series | Jun 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tempered Stable Processes with Time Varying Exponential Tails | Jun 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |