| Lagrange regularisation approach to compare nested data sets and determine objectively financial bubbles' inceptions | Jul 22, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A signature-based machine learning model for bipolar disorder and borderline personality disorder | Jul 22, 2017 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Ultraslow diffusion in language: Dynamics of appearance of already popular adjectives on Japanese blogs | Jul 21, 2017 | ArticlesTime Series | —Unverified | 0 |
| Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network | Jul 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior | Jul 19, 2017 | Bayesian InferenceTime Series | —Unverified | 0 |
| Correlations and Flow of Information between The New York Times and Stock Markets | Jul 18, 2017 | Sentiment AnalysisTime Series | —Unverified | 0 |
| Deep Learning to Attend to Risk in ICU | Jul 17, 2017 | Decision MakingDeep Learning | —Unverified | 0 |
| Variational approach for learning Markov processes from time series data | Jul 14, 2017 | ManagementModel Selection | —Unverified | 0 |
| Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary | Jul 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Portfolio Risk Assessment using Copula Models | Jul 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Realized-GARCH Models for Financial Tail Risk Forecasting Incorporating Two-sided Weibull Distribution | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distance-to-Mean Continuous Conditional Random Fields to Enhance Prediction Problem in Traffic Flow Data | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction | Jul 11, 2017 | PredictionTime Series | —Unverified | 0 |
| Initialising Kernel Adaptive Filters via Probabilistic Inference | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Composition Properties of Inferential Privacy for Time-Series Data | Jul 10, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks | Jul 10, 2017 | Material RecognitionTime Series | CodeCode Available | 0 |
| Tailoring Artificial Neural Networks for Optimal Learning | Jul 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Option Pricing and Hedging for Discrete Time Autoregressive Hidden Markov Model | Jul 7, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series | Jul 5, 2017 | ClassificationEEG | CodeCode Available | 1 |
| Structured Black Box Variational Inference for Latent Time Series Models | Jul 4, 2017 | Collaborative FilteringTime Series | —Unverified | 0 |
| Causal Consistency of Structural Equation Models | Jul 4, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference | Jul 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features | Jul 3, 2017 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Hybrid Neural Networks for Learning the Trend in Time Series | Jul 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Probabilistic Temporal Subspace Clustering | Jul 1, 2017 | ClusteringTime Series | —Unverified | 0 |
