| m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series | Aug 26, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Boltzmann machines for time-series | Aug 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction | Aug 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction | Aug 16, 2017 | Gaussian ProcessesImputation | —Unverified | 0 |
| Some stylized facts of the Bitcoin market | Aug 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effects of pitch and timing expectancy on musical emotion | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1 | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data | Aug 11, 2017 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Hypotheses testing on infinite random graphs | Aug 10, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection on Graph Time Series | Aug 9, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Aug 8, 2017 | Anomaly DetectionManagement | CodeCode Available | 0 |
| Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model | Aug 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coherent probabilistic forecasts for hierarchical time series | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bidirectional learning for time-series models with hidden units | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference | Aug 1, 2017 | Causal InferenceTime Series | —Unverified | 0 |
| Tensorial Recurrent Neural Networks for Longitudinal Data Analysis | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spurious memory in non-equilibrium stochastic models of imitative behavior | Jul 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting and Explaining Causes From Text For a Time Series Event | Jul 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data | Jul 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Cell cycle time series gene expression data encoded as cyclic attractors in Hopfield systems | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Copy the dynamics using a learning machine | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting | Jul 24, 2017 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Time Series Compression Based on Adaptive Piecewise Recurrent Autoencoder | Jul 23, 2017 | DecoderTime Series | —Unverified | 0 |
| 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 |