| 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 |
| SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data | Apr 3, 2019 | ImputationSmall Data Image Classification | CodeCode Available | 0 |
| Fitting stochastic predator-prey models using both population density and kill rate data | Apr 3, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Automatic alignment of surgical videos using kinematic data | Apr 3, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| Online Topology Identification from Vector Autoregressive Time Series | Apr 3, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Decomposing Temperature Time Series with Non-Negative Matrix Factorization | Apr 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series | Apr 1, 2019 | DecoderFault Diagnosis | —Unverified | 0 |
| Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks | Apr 1, 2019 | Domain AdaptationTime Series | —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 |
| Few-Shot Deep Adversarial Learning for Video-based Person Re-identification | Mar 29, 2019 | Person Re-IdentificationTime Series | —Unverified | 0 |
| RAPID: Early Classification of Explosive Transients using Deep Learning | Mar 29, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN | Mar 29, 2019 | Generative Adversarial NetworkProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis | Mar 28, 2019 | Computational EfficiencyGeneral Classification | —Unverified | 0 |
| Bayesian prediction of jumps in large panels of time series data | Mar 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo | Mar 27, 2019 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Improved Dynamic Time Warping (DTW) Approach for Online Signature Verification | Mar 26, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Cross-Modal Data Programming Enables Rapid Medical Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Weak Supervision for Time Series: Wearable Sensor Classification with Limited Labeled Data | Mar 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |