| Online Hierarchical Forecasting for Power Consumption Data | Mar 1, 2020 | Additive modelsTime Series | —Unverified | 0 |
| Complexity Measures and Features for Times Series classification | Feb 27, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 |
| A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs | Feb 27, 2020 | Ensemble LearningImputation | —Unverified | 0 |
| Prediction of adverse events in Afghanistan: regression analysis of time series data grouped not by geographic dependencies | Feb 27, 2020 | regressionTime Series | —Unverified | 0 |
| Time Series Data Augmentation for Deep Learning: A Survey | Feb 27, 2020 | Anomaly DetectionData Augmentation | —Unverified | 0 |
| How Much Can A Retailer Sell? Sales Forecasting on Tmall | Feb 27, 2020 | regressionTime Series | —Unverified | 0 |
| Geometric Fusion via Joint Delay Embeddings | Feb 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluation of Temporal Complexity Reduction Techniques Applied to Storage Expansion Planning in Power System Models | Feb 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate time-series modeling with generative neural networks | Feb 25, 2020 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting | Feb 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Variational Hyper RNN for Sequence Modeling | Feb 24, 2020 | DecoderTime Series | —Unverified | 0 |
| A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting | Feb 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Longitudinal Support Vector Machines for High Dimensional Time Series | Feb 22, 2020 | FormTime Series | —Unverified | 0 |
| RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks | Feb 21, 2020 | Anomaly DetectionData Augmentation | —Unverified | 0 |
| Human Activity Recognition using Multi-Head CNN followed by LSTM | Feb 21, 2020 | Activity RecognitionBIG-bench Machine Learning | CodeCode Available | 0 |
| Forecasting Realized Volatility Matrix With Copula-Based Models | Feb 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis | Feb 20, 2020 | General Classificationregression | —Unverified | 0 |
| Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting | Feb 18, 2020 | Representation LearningTime Series | —Unverified | 0 |
| Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case | Feb 18, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| Dynamic Graph Learning based on Graph Laplacian | Feb 17, 2020 | Graph LearningTime Series | —Unverified | 0 |
| Controlled time series generation for automotive software-in-the-loop testing using GANs | Feb 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition | Feb 13, 2020 | Action RecognitionMissing Values | —Unverified | 0 |
| Fully convolutional networks for structural health monitoring through multivariate time series classification | Feb 12, 2020 | General ClassificationStructural Health Monitoring | —Unverified | 0 |
| Forecasting adverse surgical events using self-supervised transfer learning for physiological signals | Feb 12, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian process imputation of multiple financial series | Feb 11, 2020 | ImputationTime Series | —Unverified | 0 |