| A Statistical Machine Learning Approach to Yield Curve Forecasting | Mar 4, 2017 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| A review of two decades of correlations, hierarchies, networks and clustering in financial markets | Mar 1, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Modeling non-stationarities in high-frequency financial time series | Feb 27, 2017 | Model SelectionTime Series | —Unverified | 0 |
| Co-evolutionary multi-task learning for dynamic time series prediction | Feb 27, 2017 | Evolutionary AlgorithmsMulti-Task Learning | CodeCode Available | 0 |
| Linear, Machine Learning and Probabilistic Approaches for Time Series Analysis | Feb 26, 2017 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Fractal approach towards power-law coherency to measure cross-correlations between time series | Feb 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-Series Adaptive Estimation of Vaccination Uptake Using Web Search Queries | Feb 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Goal-Based Movement Model for Continuous Multi-Agent Tasks | Feb 23, 2017 | Reinforcement LearningTime Series | —Unverified | 0 |
| Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational Costs | Feb 22, 2017 | ClassificationDiversity | CodeCode Available | 0 |
| Structural Change in (Economic) Time Series | Feb 17, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting and modelling delayed density-dependence in abundance time series of a small mammal (Didelphis aurita) | Feb 16, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Crossmatching variable objects with the Gaia data | Feb 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coresets for Kernel Regression | Feb 13, 2017 | regressionTime Series | —Unverified | 0 |
| Similarity Preserving Representation Learning for Time Series Clustering | Feb 12, 2017 | ClusteringRepresentation Learning | —Unverified | 0 |
| Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis | Feb 7, 2017 | ClusteringTime Series | —Unverified | 0 |
| Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data | Feb 6, 2017 | Change DetectionTime Series | —Unverified | 0 |
| Recurrent Neural Networks for anomaly detection in the Post-Mortem time series of LHC superconducting magnets | Feb 2, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Riemannian-geometry-based modeling and clustering of network-wide non-stationary time series: The brain-network case | Jan 26, 2017 | ClusteringTime Series | —Unverified | 0 |
| Fast and Accurate Time Series Classification with WEASEL | Jan 26, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces | Jan 23, 2017 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Topology data analysis of critical transitions in financial networks | Jan 21, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Overdrive Recurrent Neural Network | Jan 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation | Jan 17, 2017 | Deep LearningTime Series | —Unverified | 0 |
| Towards prediction of rapid intensification in tropical cyclones with recurrent neural networks | Jan 17, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition | Jan 14, 2017 | Action RecognitionDictionary Learning | —Unverified | 0 |