| Deep Generative Quantile-Copula Models for Probabilistic Forecasting | Jul 24, 2019 | Probabilistic Time Series Forecastingquantile regression | —Unverified | 0 |
| Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques | Jul 24, 2019 | Autonomous VehiclesClassification | —Unverified | 0 |
| Recurrent Neural Networks: An Embedded Computing Perspective | Jul 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Analysis of Electricity Price and Demand to Find Cyber-attacks using Stationary Analysis | Jul 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Trading via Image Classification | Jul 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| TSRuleGrowth : Extraction de règles de prédiction semi-ordonnées à partir d'une série temporelle d'éléments discrets, application dans un contexte d'intelligence ambiante | Jul 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Classification with the matrix-variate-t distribution | Jul 22, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning for Time Series Forecasting: The Electric Load Case | Jul 22, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| Failure Analysis on Multivariate Time-series Data given Uncertain Labels | Jul 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach | Jul 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III | Jul 19, 2019 | BIG-bench Machine LearningLength-of-Stay prediction | CodeCode Available | 0 |
| Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets | Jul 19, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| A hybrid method of Exponential Smoothing and Recurrent Neural Networks for time series forecasting | Jul 18, 2019 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| Convolutional Reservoir Computing for World Models | Jul 18, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series | Jul 18, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Remaining Useful Lifetime Prediction via Deep Domain Adaptation | Jul 17, 2019 | Domain AdaptationManagement | —Unverified | 0 |
| Clustering Activity-Travel Behavior Time Series using Topological Data Analysis | Jul 17, 2019 | ClusteringSurvey | —Unverified | 0 |
| Meta-descent for Online, Continual Prediction | Jul 17, 2019 | PredictionSecond-order methods | —Unverified | 0 |
| End-To-End Prediction of Emotion From Heartbeat Data Collected by a Consumer Fitness Tracker | Jul 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quant GANs: Deep Generation of Financial Time Series | Jul 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks | Jul 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quick, Stat!: A Statistical Analysis of the Quick, Draw! Dataset | Jul 15, 2019 | General ClassificationTime Series | —Unverified | 0 |
| Dynamical Systems as Temporal Feature Spaces | Jul 15, 2019 | State Space ModelsTime Series | —Unverified | 0 |
| An Artificial Spiking Quantum Neuron | Jul 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling | Jul 14, 2019 | Bayesian InferenceProbabilistic Programming | —Unverified | 0 |
