| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection | May 22, 2019 | Generative Adversarial NetworkSleep apnea detection | —Unverified | 0 |
| Topological Feature Vectors for Chatter Detection in Turning Processes | May 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conformal Prediction Interval Estimations with an Application to Day-Ahead and Intraday Power Markets | May 20, 2019 | Conformal PredictionPrediction | —Unverified | 0 |
| Time Series Analysis and Forecasting of the US Housing Starts using Econometric and Machine Learning Model | May 20, 2019 | regressionTime Series | —Unverified | 0 |
| Learning Ensembles of Anomaly Detectors on Synthetic Data | May 20, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| On Selecting Stable Predictors in Time Series Models | May 18, 2019 | feature selectionTime Series | —Unverified | 0 |
| Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection | May 17, 2019 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning | May 17, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Biosignal Generation and Latent Variable Analysis with Recurrent Generative Adversarial Networks | May 17, 2019 | Data AugmentationTime Series | —Unverified | 0 |
| Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series | May 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features | May 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A self-organising eigenspace map for time series clustering | May 14, 2019 | ClusteringTime Series | —Unverified | 0 |
| Online Anomaly Detection with Sparse Gaussian Processes | May 14, 2019 | Anomaly DetectionGaussian Processes | —Unverified | 0 |
| Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction | May 13, 2019 | PredictionTime Series | —Unverified | 0 |
| Inferring Global Dynamics of a Black-Box System Using Machine Learning | May 10, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Time-Series Event Prediction with Evolutionary State Graph | May 10, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Capturing Evolution Genes for Time Series Data | May 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks | May 10, 2019 | Computational EfficiencyPrediction | —Unverified | 0 |
| Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting | May 9, 2019 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Differential Recurrent Neural Network and its Application for Human Activity Recognition | May 9, 2019 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Generalized Dilation Neural Networks | May 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unsupervised Learning through Temporal Smoothing and Entropy Maximization | May 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data | May 6, 2019 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Multivariate Time Series Classification using Dilated Convolutional Neural Network | May 5, 2019 | Activity RecognitionClassification | CodeCode Available | 0 |
| Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis | May 5, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
