| Making Good on LSTMs' Unfulfilled Promise | Nov 11, 2019 | Continual LearningDecision Making | —Unverified | 0 |
| Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets | Nov 11, 2019 | Graph EmbeddingTime Series | CodeCode Available | 0 |
| Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events | Nov 11, 2019 | ClassificationEEG | CodeCode Available | 0 |
| SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial Networks | Nov 10, 2019 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Early Predictions for Medical Crowdfunding: A Deep Learning Approach Using Diverse Inputs | Nov 9, 2019 | ClusteringTime Series | —Unverified | 0 |
| DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems | Nov 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems | Nov 8, 2019 | Adversarial AttackIntrusion Detection | —Unverified | 0 |
| Hierarchical Clustering for Smart Meter Electricity Loads based on Quantile Autocovariances | Nov 8, 2019 | ClusteringTime Series | —Unverified | 0 |
| Discovering Invariances in Healthcare Neural Networks | Nov 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |
| 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 |
| Application of Gaussian Process Regression to Koopman Mode Decomposition for Noisy Dynamic Data | Nov 4, 2019 | regressionTime 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 |
| 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 |
| Variational Bayesian inference of hidden stochastic processes with unknown parameters | Nov 2, 2019 | Bayesian InferenceMissing Values | —Unverified | 0 |
| Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data | Nov 1, 2019 | Decision MakingFriction | —Unverified | 0 |