| Normalizing flows for novelty detection in industrial time series data | Jun 17, 2019 | Anomaly DetectionNovelty Detection | —Unverified | 0 |
| Anomaly Detection with HMM Gauge Likelihood Analysis | Jun 14, 2019 | Anomaly DetectionClustering | —Unverified | 0 |
| Real-time Prediction of Bitcoin Bubble Crashes | Jun 13, 2019 | DiagnosticPrediction | —Unverified | 0 |
| Time scales in stock markets | Jun 13, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recurrent Neural Processes | Jun 13, 2019 | Gaussian ProcessesState Space Models | CodeCode Available | 0 |
| Time-warping invariants of multidimensional time series | Jun 13, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation | Jun 13, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping | Jun 13, 2019 | 3D Action RecognitionAction Recognition | CodeCode Available | 0 |
| GluonTS: Probabilistic Time Series Models in Python | Jun 12, 2019 | Anomaly DetectionTime Series | CodeCode Available | 3 |
| Warping Resilient Scalable Anomaly Detection in Time Series | Jun 12, 2019 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Extending Deep Learning Models for Limit Order Books to Quantile Regression | Jun 11, 2019 | quantile regressionregression | —Unverified | 0 |
| Probabilistic Forecasting with Temporal Convolutional Neural Network | Jun 11, 2019 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 3 |
| Efficient structure learning with automatic sparsity selection for causal graph processes | Jun 11, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Efficient Kernel-based Subsequence Search for User Identification from Walking Activity | Jun 11, 2019 | Dynamic Time Warpingglobal-optimization | —Unverified | 0 |
| Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications | Jun 11, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions | Jun 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering | Jun 10, 2019 | Anomaly DetectionSparse Learning | CodeCode Available | 0 |
| Time-Series Anomaly Detection Service at Microsoft | Jun 10, 2019 | Anomaly DetectionSaliency Detection | CodeCode Available | 1 |
| A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS | Jun 7, 2019 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series | Jun 7, 2019 | Respiratory FailureTime Series | CodeCode Available | 0 |
| Mutual Information and the Edge of Chaos in Reservoir Computers | Jun 6, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ZeLiC and ZeChipC: Time Series Interpolation Methods for Lebesgue or Event-based Sampling | Jun 6, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Application of Machine Learning to accidents detection at directional drilling | Jun 6, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences | Jun 6, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Energy Predictive Models with Limited Data using Transfer Learning | Jun 6, 2019 | Demand ForecastingTime Series | —Unverified | 0 |
