| Estimation of Large Covariance and Precision Matrices from Temporally Dependent Observations | Dec 16, 2014 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| Machine Learning for Neuroimaging with Scikit-Learn | Dec 12, 2014 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Subspace based low rank and joint sparse matrix recovery | Dec 5, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Highly comparative fetal heart rate analysis | Dec 3, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coresets for k-Segmentation of Streaming Data | Dec 1, 2014 | SegmentationTime Series | —Unverified | 0 |
| On-line Summarization of Time-series Documents using a Graph-based Algorithm | Dec 1, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-scale Graphical Models for Spatio-Temporal Processes | Dec 1, 2014 | GeophysicsTime Series | —Unverified | 0 |
| Modeling Deep Temporal Dependencies with Recurrent Grammar Cells"" | Dec 1, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R | Dec 1, 2014 | General Classificationregression | CodeCode Available | 0 |
| Learning convolution filters for inverse covariance estimation of neural network connectivity | Dec 1, 2014 | CPUTime Series | —Unverified | 0 |
| Tree-structured Gaussian Process Approximations | Dec 1, 2014 | Imputationregression | —Unverified | 0 |
| Covariance shrinkage for autocorrelated data | Dec 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Analysis of Brain States from Multi-Region LFP Time-Series | Dec 1, 2014 | Gaussian ProcessesTime Series | —Unverified | 0 |
| How to monitor and mitigate stair-casing in l1 trend filtering | Dec 1, 2014 | DenoisingTime Series | —Unverified | 0 |
| Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components | Nov 14, 2014 | Causal InferenceTime Series | —Unverified | 0 |
| Statistically Significant Detection of Linguistic Change | Nov 12, 2014 | Change Point DetectionTime Series | —Unverified | 0 |
| A Short Image Series Based Scheme for Time Series Digital Image Correlation | Oct 28, 2014 | STSTime Series | —Unverified | 0 |
| Fast Function to Function Regression | Oct 27, 2014 | regressionTime Series | —Unverified | 0 |
| Multiple Output Regression with Latent Noise | Oct 27, 2014 | regressionTime Series | —Unverified | 0 |
| Initialization of multilayer forecasting artifical neural networks | Oct 23, 2014 | PredictionTime Series | —Unverified | 0 |
| Graphical LASSO Based Model Selection for Time Series | Oct 5, 2014 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| Training Algorithm for Neuro-Fuzzy Network Based on Singular Spectrum Analysis | Oct 5, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| When Darwin meets Lorenz: Evolving new chaotic attractors through genetic programming | Sep 27, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study | Sep 26, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Metric Learning for Temporal Sequence Alignment | Sep 10, 2014 | feature selectionMetric Learning | —Unverified | 0 |