| Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks | Mar 6, 2019 | Autonomous VehiclesLane Detection | CodeCode Available | 0 |
| Temporal Registration in Application to In-utero MRI Time Series | Mar 6, 2019 | Time SeriesTime Series Alignment | —Unverified | 0 |
| Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders | Mar 6, 2019 | DenoisingTime Series | —Unverified | 0 |
| Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction | Mar 6, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| When do common time series estimands have nonparametric causal meaning? | Mar 5, 2019 | Time Series | —Unverified | 0 |
| Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series | Mar 5, 2019 | ClusteringDictionary Learning | —Unverified | 0 |
| Data-driven Neural Architecture Learning For Financial Time-series Forecasting | Mar 5, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Source Separation using Dynamic Mode Decomposition | Mar 4, 2019 | blind source separationChange Point Detection | CodeCode Available | 0 |
| Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting | Mar 4, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Making the Dynamic Time Warping Distance Warping-Invariant | Mar 4, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting | Mar 3, 2019 | 4D Spatio Temporal Semantic SegmentationTime Series | —Unverified | 0 |
| Financial series prediction using Attention LSTM | Feb 28, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Model Combining Convolutional Neural Network and LightGBM Algorithm for Ultra-Short-Term Wind Power Forecasting | Feb 27, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detection | Feb 27, 2019 | General ClassificationSelf-Learning | —Unverified | 0 |
| Self-Organization in Spontaneous Movements of Neonates generates Self-specifying Sensory Experiences | Feb 26, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural Networks | Feb 26, 2019 | Domain AdaptationTime Series | CodeCode Available | 0 |
| Deep MR Fingerprinting with total-variation and low-rank subspace priors | Feb 26, 2019 | Magnetic Resonance Fingerprintingparameter estimation | —Unverified | 0 |
| Market efficiency, liquidity, and multifractality of Bitcoin: A dynamic study | Feb 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection | Feb 22, 2019 | DiagnosticFault Detection | —Unverified | 0 |
| Convolutional-Sparse-Coded Dynamic Mode Decomposition and Its Application to River State Estimation | Feb 20, 2019 | State EstimationTime Series | —Unverified | 0 |
| Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI | Feb 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection | Feb 18, 2019 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images | Feb 16, 2019 | Heart Rate VariabilityTime Series | —Unverified | 0 |
| Learning to Adaptively Scale Recurrent Neural Networks | Feb 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Generalisation in fully-connected neural networks for time series forecasting | Feb 14, 2019 | Learning TheoryTime Series | —Unverified | 0 |