| Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution | Feb 6, 2019 | CPUTime Series | CodeCode Available | 0 |
| Decentralized Flood Forecasting Using Deep Neural Networks | Feb 6, 2019 | ManagementTime Series | —Unverified | 0 |
| Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping | Feb 5, 2019 | Deep LearningDynamic Time Warping | CodeCode Available | 0 |
| A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting | Feb 2, 2019 | ClusteringDenoising | —Unverified | 0 |
| Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders | Feb 1, 2019 | Causal InferenceTime Series | CodeCode Available | 0 |
| Optimal Attack against Autoregressive Models by Manipulating the Environment | Feb 1, 2019 | Adversarial AttackModel Predictive Control | —Unverified | 0 |
| Unsupervised Prediction of Negative Health Events Ahead of Time | Jan 31, 2019 | Anomaly DetectionClustering | —Unverified | 0 |
| Unsupervised Scalable Representation Learning for Multivariate Time Series | Jan 30, 2019 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 0 |
| End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping | Jan 30, 2019 | ClassificationCrop Classification | CodeCode Available | 0 |
| A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms | Jan 29, 2019 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Stochastic Gradient MCMC for Nonlinear State Space Models | Jan 29, 2019 | Bayesian InferenceState Space Models | CodeCode Available | 0 |
| Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks | Jan 29, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series | Jan 29, 2019 | ClassificationCrop Classification | —Unverified | 0 |
| Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation | Jan 29, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| catch22: CAnonical Time-series CHaracteristics | Jan 29, 2019 | ClassificationClustering | CodeCode Available | 1 |
| Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM | Jan 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Discrete-Valued Time Series | Jan 26, 2019 | ClusteringModel Selection | —Unverified | 0 |
| Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm | Jan 26, 2019 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment | Jan 24, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 |
| Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data | Jan 24, 2019 | Density EstimationTime Series | —Unverified | 0 |
| Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction | Jan 23, 2019 | State Space ModelsTime Series | CodeCode Available | 0 |
| Anomaly detection in the dynamics of web and social networks | Jan 22, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Online Estimation of Multiple Dynamic Graphs in Pattern Sequences | Jan 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explainable Failure Predictions with RNN Classifiers based on Time Series Data | Jan 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effective Combination of DenseNet andBiLSTM for Keyword Spotting | Jan 19, 2019 | Keyword SpottingTime Series | —Unverified | 0 |
