| 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 |
| Large-Scale Characterization and Segmentation of Internet Path Delays with Infinite HMMs | Oct 28, 2019 | Change DetectionManagement | CodeCode Available | 0 |
| Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Causal inference for climate change events from satellite image time series using computer vision and deep learning | Oct 25, 2019 | AttributeCausal Inference | —Unverified | 0 |
| Time Series Vector Autoregression Prediction of the Ecological Footprint based on Energy Parameters | Oct 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Textual Data for Time Series Forecasting | Oct 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High dimensional regression for regenerative time-series: an application to road traffic modeling | Oct 24, 2019 | regressionTime Series | CodeCode Available | 0 |
| Self-attention for raw optical Satellite Time Series Classification | Oct 23, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Wasserstein total variation filtering | Oct 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Winning the ICCV 2019 Learning to Drive Challenge | Oct 23, 2019 | Autonomous DrivingTime Series | —Unverified | 0 |
| MLAT: Metric Learning for kNN in Streaming Time Series | Oct 23, 2019 | Metric LearningTime Series | —Unverified | 0 |
| Inference of Binary Regime Models with Jump Discontinuities | Oct 23, 2019 | Algorithmic TradingTime Series | —Unverified | 0 |
| Critical Transitions in Intensive Care Units: A Sepsis Case Study | Oct 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW) | Oct 22, 2019 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Content Removal as a Moderation Strategy: Compliance and Other Outcomes in the ChangeMyView Community | Oct 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Generalised learning of time-series: Ornstein-Uhlenbeck processes | Oct 21, 2019 | EconometricsImputation | —Unverified | 0 |
| Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems | Oct 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Order patterns, their variation and change points in financial time series and Brownian motion | Oct 21, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis | Oct 21, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| You May Not Need Order in Time Series Forecasting | Oct 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics | Oct 18, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Temporal Network Sampling | Oct 18, 2019 | DescriptiveTime Series | —Unverified | 0 |
| Forecasting under Long Memory and Nonstationarity | Oct 17, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Variationally Inferred Sampling Through a Refined Bound | Oct 16, 2019 | Bayesian InferenceDensity Estimation | CodeCode Available | 0 |
| Scalable Gradients and Variational Inference for Stochastic Differential Equations | Oct 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models | Oct 16, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |