| Deep Learning for Energy Markets | Aug 16, 2018 | Deep LearningTime Series | —Unverified | 0 |
| Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction | Aug 15, 2018 | ImputationMissing Values | —Unverified | 0 |
| Study of Set-Membership Adaptive Kernel Algorithms | Aug 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains | Aug 12, 2018 | AllClassification | CodeCode Available | 1 |
| A Consistent Method for Learning OOMs from Asymptotically Stationary Time Series Data Containing Missing Values | Aug 11, 2018 | Missing ValuesTime Series | —Unverified | 0 |
| Data augmentation using synthetic data for time series classification with deep residual networks | Aug 7, 2018 | Data AugmentationDynamic Time Warping | CodeCode Available | 0 |
| OptStream: Releasing Time Series Privately | Aug 6, 2018 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Predicting Learning Status in MOOCs using LSTM | Aug 5, 2018 | General ClassificationPrediction | —Unverified | 0 |
| A Learning-Based Framework for Two-Dimensional Vehicle Maneuver Prediction over V2V Networks | Aug 1, 2018 | Parameter PredictionPrediction | —Unverified | 0 |
| Mod-DeepESN: Modular Deep Echo State Network | Aug 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Co-existence of Trend and Value in Financial Markets: Estimating an Extended Chiarella Model | Jul 31, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling joint probability distribution of yield curve parameters | Jul 31, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the use of Singular Spectrum Analysis | Jul 27, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamical Component Analysis (DyCA): Dimensionality Reduction For High-Dimensional Deterministic Time-Series | Jul 26, 2018 | Dimensionality ReductionEEG | —Unverified | 0 |
| Entropy Analysis of Financial Time Series | Jul 25, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| A Capsule Network for Traffic Speed Prediction in Complex Road Networks | Jul 23, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep Learning for Epidemiological Predictions | Jul 21, 2018 | Deep LearningEpidemiology | —Unverified | 0 |
| Methods of nonlinear dynamics and the construction of cryptocurrency crisis phenomena precursors | Jul 20, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantifying Volatility Reduction in German Day-ahead Spot Market in the Period 2006 through 2016 | Jul 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Approximate Collapsed Gibbs Clustering with Expectation Propagation | Jul 19, 2018 | ClusteringTime Series | —Unverified | 0 |
| Rapid Time Series Prediction with a Hardware-Based Reservoir Computer | Jul 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Macroeconomic Time Series | Jul 18, 2018 | ClusteringTime Series | —Unverified | 0 |
| To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content | Jul 17, 2018 | ArticlesTime Series | —Unverified | 0 |
| A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems | Jul 17, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Assessment of electrical and infrastructure recovery in Puerto Rico following hurricane Maria using a multisource time series of satellite imagery | Jul 16, 2018 | Change DetectionTime Series | —Unverified | 0 |