| High-Dimensional Forecasting in the Presence of Unit Roots and Cointegration | Nov 24, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Correlative Channel-Aware Fusion for Multi-View Time Series Classification | Nov 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Functional Bayesian Filter | Nov 24, 2019 | State EstimationTime Series | —Unverified | 0 |
| Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset | Nov 22, 2019 | Emotion RecognitionTime Series | CodeCode Available | 0 |
| Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality | Nov 22, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Differentiable Algorithm for Marginalising Changepoints | Nov 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values | Nov 22, 2019 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior | Nov 21, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Convolutional Mixture Density Recurrent Neural Network for Predicting User Location with WiFi Fingerprints | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the separation of shape and temporal patterns in time series -Application to signature authentication- | Nov 21, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multi-Scale RCNN Model for Financial Time-series Classification | Nov 21, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Scrambled Method of Moments | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust Inference on Infinite and Growing Dimensional Time Series Regression | Nov 20, 2019 | regressionTime Series | —Unverified | 0 |
| Cell Line Classification Using Electric Cell-substrate Impedance Sensing (ECIS) | Nov 20, 2019 | ClassificationTime Series | —Unverified | 0 |
| Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series | Nov 20, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Equivariant online predictions of non-stationary time series | Nov 20, 2019 | EpidemiologyTime Series | —Unverified | 0 |
| Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 |
| Shapelets for earthquake detection | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Action Recognition Using Volumetric Motion Representations | Nov 19, 2019 | Action RecognitionData Augmentation | CodeCode Available | 0 |
| Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network | Nov 19, 2019 | Autonomous VehiclesDriver Identification | CodeCode Available | 0 |
| Bayesian Filtering for Multi-period Mean-Variance Portfolio Selection | Nov 18, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 |
| DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data | Nov 18, 2019 | ClusteringHeart Rate Variability | —Unverified | 0 |