| Architectural Tricks for Deep Learning in Remote Photoplethysmography | Nov 6, 2019 | Deep LearningTime Series | —Unverified | 0 |
| An Information Theory Approach on Deciding Spectroscopic Follow Ups | Nov 6, 2019 | General ClassificationTime Series | CodeCode Available | 0 |
| Deep Learning for Stock Selection Based on High Frequency Price-Volume Data | Nov 6, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic Time Warp Convolutional Networks | Nov 5, 2019 | Temporal SequencesTime Series | —Unverified | 0 |
| Deep Hedging: Learning to Simulate Equity Option Markets | Nov 5, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Seasonally-Adjusted Auto-Regression of Vector Time Series | Nov 4, 2019 | regressionTime Series | —Unverified | 0 |
| Application of Gaussian Process Regression to Koopman Mode Decomposition for Noisy Dynamic Data | Nov 4, 2019 | regressionTime Series | —Unverified | 0 |
| Optimal Transport Based Change Point Detection and Time Series Segment Clustering | Nov 4, 2019 | Change Point DetectionClustering | —Unverified | 0 |
| Online Debiasing for Adaptively Collected High-dimensional Data with Applications to Time Series Analysis | Nov 4, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Novel semi-metrics for multivariate change point analysis and anomaly detection | Nov 4, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Framework for Inferring Following Strategies from Time Series of Movement Data | Nov 4, 2019 | Leadership InferenceModel Selection | CodeCode Available | 0 |
| DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting | Nov 3, 2019 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| Generalizing to unseen domains via distribution matching | Nov 3, 2019 | Domain GeneralizationLEMMA | CodeCode Available | 0 |
| Variational Bayesian inference of hidden stochastic processes with unknown parameters | Nov 2, 2019 | Bayesian InferenceMissing Values | —Unverified | 0 |
| Deep-Gap: A deep learning framework for forecasting crowdsourcing supply-demand gap based on imaging time series and residual learning | Nov 2, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings | Nov 1, 2019 | Change DetectionTime Series | —Unverified | 0 |
| Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data | Nov 1, 2019 | Decision MakingFriction | —Unverified | 0 |
| Research and application of time series algorithms in centralized purchasing data | Nov 1, 2019 | ClusteringMarketing | —Unverified | 0 |
| LFZip: Lossy compression of multivariate floating-point time series data via improved prediction | Nov 1, 2019 | Data CompressionQuantization | CodeCode Available | 0 |
| Identifying Predictive Causal Factors from News Streams | Nov 1, 2019 | Stock Price PredictionTime Series | —Unverified | 0 |
| Detecting correlations and triangular arbitrage opportunities in the Forex by means of multifractal detrended cross-correlations analysis | Oct 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices | Oct 31, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries | Oct 30, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Convolutional Conditional Neural Processes | Oct 29, 2019 | Inductive BiasTime Series | CodeCode Available | 0 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |