| Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings | Jun 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Infinite Mixture Model of Markov Chains | Jun 19, 2017 | modelPrediction | —Unverified | 0 |
| Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier | Jun 13, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Analysis of cyclical behavior in time series of stock market returns | Jun 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conformal k-NN Anomaly Detector for Univariate Data Streams | Jun 11, 2017 | Anomaly DetectionConformal Prediction | —Unverified | 0 |
| Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data | Jun 10, 2017 | ClusteringTime Series | —Unverified | 0 |
| Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing | Jun 10, 2017 | Anomaly Detectionparameter estimation | CodeCode Available | 0 |
| Time Series Using Exponential Smoothing Cells | Jun 9, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs | Jun 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Bayesian LSTMs in medicine | Jun 5, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods | Jun 3, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Unsupervised real-time anomaly detection for streaming data | Jun 2, 2017 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning | Jun 1, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware | Jun 1, 2017 | Computational EfficiencyTime Series | —Unverified | 0 |
| imputeTS: Time Series Missing Value Imputation in R | Jun 1, 2017 | AttributeImputation | CodeCode Available | 0 |
| Accelerating Neural Architecture Search using Performance Prediction | May 30, 2017 | Hyperparameter OptimizationLanguage Modeling | CodeCode Available | 0 |
| Large Linear Multi-output Gaussian Process Learning | May 30, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Test Models for Statistical Inference: Two-Dimensional Reaction Systems Displaying Limit Cycle Bifurcations and Bistability | May 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Mapping Hidden Excited State Interaction Patterns from ab initio Dynamics and Its Implications on Force Field Development | May 28, 2017 | ClusteringTime Series | —Unverified | 0 |
| Neural Decomposition of Time-Series Data for Effective Generalization | May 25, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes | May 25, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 |
| Sequence Summarization Using Order-constrained Kernelized Feature Subspaces | May 24, 2017 | Action RecognitionRiemannian optimization | —Unverified | 0 |
| Non-Stationary Spectral Kernels | May 24, 2017 | regressionTime Series | CodeCode Available | 0 |
| Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks | May 24, 2017 | Point ProcessesTime Series | CodeCode Available | 0 |