| ADSaS: Comprehensive Real-time Anomaly Detection System | Nov 30, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Factors with Gaussian Processes for Forecasting | Nov 30, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics | Nov 29, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Recurrent Deep Divergence-based Clustering for simultaneous feature learning and clustering of variable length time series | Nov 29, 2018 | ClusteringTime Series | —Unverified | 0 |
| Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale | Nov 29, 2018 | PredictionTime Series | —Unverified | 0 |
| Deep Haar Scattering Networks in Pattern Recognition: A promising approach | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning | Nov 29, 2018 | Entity Extraction using GANMortality Prediction | —Unverified | 0 |
| Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks | Nov 28, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Lagged correlation-based deep learning for directional trend change prediction in financial time series | Nov 27, 2018 | Feature EngineeringTime Series | —Unverified | 0 |
| Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series | Nov 26, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification | Nov 26, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Seasonal Stochastic Volatility and the Samuelson Effect in Agricultural Futures Markets | Nov 22, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Forecasting of Crude Oil Spot Prices using Neural Networks | Nov 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling | Nov 20, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Fading of collective attention shapes the evolution of linguistic variants | Nov 20, 2018 | FormTime Series | —Unverified | 0 |
| Entropy and Transfer Entropy: The Dow Jones and the build up to the 1997 Asian Crisis | Nov 20, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers | Nov 20, 2018 | Multiple Instance LearningTime Series | —Unverified | 0 |
| Black-Box Autoregressive Density Estimation for State-Space Models | Nov 20, 2018 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data | Nov 20, 2018 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables | Nov 20, 2018 | Activity RecognitionMulti-class Classification | —Unverified | 0 |
| Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition | Nov 19, 2018 | ClassificationEEG | —Unverified | 0 |
| Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis | Nov 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting | Nov 15, 2018 | PredictionTime Series | —Unverified | 0 |
| Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models | Nov 15, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior | Nov 15, 2018 | SegmentationTime Series | —Unverified | 0 |