| 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 |
| 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 |
| 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 |
| 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 |
| Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior | Nov 15, 2018 | SegmentationTime Series | —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 |
| Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method | Nov 14, 2018 | Change Point DetectionStructural Health Monitoring | —Unverified | 0 |
| Fast Distribution Grid Line Outage Identification with μPMU | Nov 14, 2018 | Change Point DetectionTime Series | —Unverified | 0 |
| Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection | Nov 14, 2018 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Adversarial Unsupervised Representation Learning for Activity Time-Series | Nov 14, 2018 | Representation LearningTime Series | —Unverified | 0 |
| Reduced-order modeling with artificial neurons for gravitational-wave inference | Nov 13, 2018 | parameter estimationTime Series | CodeCode Available | 0 |
| Assessing biological models using topological data analysis | Nov 12, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Representations of Missing Data for Predicting Patient Outcomes | Nov 12, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Langevin-gradient parallel tempering for Bayesian neural learning | Nov 11, 2018 | Decision MakingTime Series | CodeCode Available | 0 |
| StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures | Nov 10, 2018 | DiagnosticEEG | —Unverified | 0 |
| EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction | Nov 9, 2018 | PredictionTime Series | —Unverified | 0 |
| Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow | Nov 8, 2018 | Cardiac SegmentationGeneral Classification | CodeCode Available | 0 |