| Bitcoin Forecasting Using ARIMA and PROPHET | Dec 9, 2018 | feature selectionModel Selection | —Unverified | 0 |
| seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention | Dec 7, 2018 | ClusteringManagement | —Unverified | 0 |
| Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index Prediction | Dec 7, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Featurization via Topological Data Analysis | Dec 7, 2018 | Dimensionality ReductionFeature Engineering | —Unverified | 0 |
| A novel health risk model based on intraday physical activity time series collected by smartphones | Dec 6, 2018 | Domain AdaptationTime Series | —Unverified | 0 |
| Anomaly detection with Wasserstein GAN | Dec 6, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps | Dec 6, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series | Dec 5, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Estimation of multivariate asymmetric power GARCH models | Dec 5, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data | Dec 4, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Examining Deep Learning Architectures for Crime Classification and Prediction | Dec 3, 2018 | ClassificationCrime Prediction | —Unverified | 0 |
| Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability | Dec 3, 2018 | regressionTime Series | —Unverified | 0 |
| Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series | Dec 3, 2018 | MarketingTime Series | —Unverified | 0 |
| Modeling Irregularly Sampled Clinical Time Series | Dec 3, 2018 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
| Large Spectral Density Matrix Estimation by Thresholding | Dec 3, 2018 | Functional ConnectivityTime Series | —Unverified | 0 |
| Imputation of Clinical Covariates in Time Series | Dec 2, 2018 | ImputationTime Series | —Unverified | 0 |
| Improving Clinical Predictions through Unsupervised Time Series Representation Learning | Dec 2, 2018 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Extracting Relationships by Multi-Domain Matching | Dec 1, 2018 | Domain AdaptationTime Series | CodeCode Available | 0 |
| Multivariate Time Series Imputation with Generative Adversarial Networks | Dec 1, 2018 | Image GenerationImputation | —Unverified | 0 |
| Deep State Space Models for Time Series Forecasting | Dec 1, 2018 | Deep LearningProbabilistic Time Series Forecasting | —Unverified | 0 |
| Learning filter widths of spectral decompositions with wavelets | Dec 1, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Dec 1, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Data-driven Air Quality Characterisation for Urban Environments: a Case Study | Dec 1, 2018 | BIG-bench Machine LearningMissing Labels | —Unverified | 0 |
| Anomaly Detection Models for IoT Time Series Data | Nov 30, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Multimodal Learning: An Effective Method for Video Classification | Nov 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
