| Phase space reconstruction from a biological time series. A PhotoPlethysmoGraphic signal a case study | Oct 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Computational Complexity Reduction Methods for Kalman Filter Extensions | Oct 10, 2019 | State EstimationTime Series | —Unverified | 0 |
| Graph Spectral Embedding for Parsimonious Transmission of Multivariate Time Series | Oct 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time series classification for varying length series | Oct 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Joint Model for IT Operation Series Prediction and Anomaly Detection | Oct 9, 2019 | Anomaly DetectionPrediction | —Unverified | 0 |
| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 |
| The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure | Oct 9, 2019 | Anomaly DetectionFraud Detection | CodeCode Available | 0 |
| Spatio-Temporal Alignments: Optimal transport through space and time | Oct 9, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies | Oct 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 |
| The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion | Oct 4, 2019 | Image ReconstructionLow-Rank Matrix Completion | —Unverified | 0 |
| Unsupervised Representation for EHR Signals and Codes as Patient Status Vector | Oct 4, 2019 | Representation LearningTime Series | —Unverified | 0 |
| On the Duality between Network Flows and Network Lasso | Oct 4, 2019 | ClusteringTime Series | —Unverified | 0 |
| DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps | Oct 3, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Stationarity of the detrended price return in stock markets | Oct 2, 2019 | LEMMATime Series | —Unverified | 0 |
| The Neural Moving Average Model for Scalable Variational Inference of State Space Models | Oct 2, 2019 | Bayesian InferenceNormalising Flows | CodeCode Available | 0 |
| Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels | Oct 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive | Oct 1, 2019 | Dimensionality ReductionRetrieval | —Unverified | 0 |
| End-to-end learning of energy-based representations for irregularly-sampled signals and images | Oct 1, 2019 | Earth ObservationTime Series | CodeCode Available | 0 |
| A data imputation method for multivariate time series based on generative adversarial network | Sep 30, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions | Sep 30, 2019 | Synthetic Data GenerationTime Series | CodeCode Available | 0 |
| Normalisation of Weights and Firing Rates in Spiking Neural Networks with Spike-Timing-Dependent Plasticity | Sep 30, 2019 | ClusteringTime Series | —Unverified | 0 |
| A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network | Sep 30, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters | Sep 29, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Set Functions for Time Series | Sep 26, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
