| Discovering patterns of online popularity from time series | Apr 10, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices | Apr 10, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Handling temporality of clinical events with application to Adverse Drug Event detection in Electronic Health Records: A scoping review | Apr 9, 2019 | ArticlesEvent Detection | —Unverified | 0 |
| Generic Variance Bounds on Estimation and Prediction Errors in Time Series Analysis: An Entropy Perspective | Apr 9, 2019 | Gaussian ProcessesPrediction | —Unverified | 0 |
| Enhancing Time Series Momentum Strategies Using Deep Neural Networks | Apr 9, 2019 | PositionTime Series | CodeCode Available | 0 |
| Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data | Apr 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RecovDB: accurate and efficient missing blocks recovery for large time series | Apr 8, 2019 | Missing ValuesTime Series | CodeCode Available | 0 |
| CRAD: Clustering with Robust Autocuts and Depth | Apr 8, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| Short note on the behavior of recurrent neural network for noisy dynamical system | Apr 5, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection | Apr 4, 2019 | Anomaly DetectionClustering | —Unverified | 0 |
| Fitting stochastic predator-prey models using both population density and kill rate data | Apr 3, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Online Topology Identification from Vector Autoregressive Time Series | Apr 3, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data | Apr 3, 2019 | ImputationSmall Data Image Classification | CodeCode Available | 0 |
| Automatic alignment of surgical videos using kinematic data | Apr 3, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| Decomposing Temperature Time Series with Non-Negative Matrix Factorization | Apr 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks | Apr 1, 2019 | Domain AdaptationTime Series | —Unverified | 0 |
| A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series | Apr 1, 2019 | DecoderFault Diagnosis | —Unverified | 0 |
| On the interplay between multiscaling and stocks dependence | Mar 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Voltage Quality Time Series Classification using Convolutional Neural Network | Mar 30, 2019 | ClassificationTime Series | —Unverified | 0 |
| Two-phase flow regime prediction using LSTM based deep recurrent neural network | Mar 30, 2019 | PredictionTime Series | —Unverified | 0 |
| On Arrhythmia Detection by Deep Learning and Multidimensional Representation | Mar 30, 2019 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Asymptotic nonparametric statistical analysis of stationary time series | Mar 30, 2019 | ClusteringTime Series | —Unverified | 0 |
| The maximum entropy mortality model: forecasting mortality using statistical moments Codes | Mar 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RAPID: Early Classification of Explosive Transients using Deep Learning | Mar 29, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Few-Shot Deep Adversarial Learning for Video-based Person Re-identification | Mar 29, 2019 | Person Re-IdentificationTime Series | —Unverified | 0 |