| m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series | Aug 26, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Boltzmann machines for time-series | Aug 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction | Aug 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction | Aug 16, 2017 | Gaussian ProcessesImputation | —Unverified | 0 |
| Some stylized facts of the Bitcoin market | Aug 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effects of pitch and timing expectancy on musical emotion | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1 | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data | Aug 11, 2017 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Hypotheses testing on infinite random graphs | Aug 10, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection on Graph Time Series | Aug 9, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Aug 8, 2017 | Anomaly DetectionManagement | CodeCode Available | 0 |
| Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model | Aug 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coherent probabilistic forecasts for hierarchical time series | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bidirectional learning for time-series models with hidden units | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference | Aug 1, 2017 | Causal InferenceTime Series | —Unverified | 0 |
| Tensorial Recurrent Neural Networks for Longitudinal Data Analysis | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spurious memory in non-equilibrium stochastic models of imitative behavior | Jul 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting and Explaining Causes From Text For a Time Series Event | Jul 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data | Jul 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Cell cycle time series gene expression data encoded as cyclic attractors in Hopfield systems | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Copy the dynamics using a learning machine | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting | Jul 24, 2017 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Time Series Compression Based on Adaptive Piecewise Recurrent Autoencoder | Jul 23, 2017 | DecoderTime Series | —Unverified | 0 |