| Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces | Mar 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 |
| The Problem of Calibrating an Agent-Based Model of High-Frequency Trading | Mar 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Independence clustering (without a matrix) | Mar 20, 2017 | ClusteringTime Series | —Unverified | 0 |
| Fast Online Deconvolution of Calcium Imaging Data | Mar 16, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Conditional Time Series Forecasting with Convolutional Neural Networks | Mar 14, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Locally embedded presages of global network bursts | Mar 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Autoregressive Convolutional Neural Networks for Asynchronous Time Series | Mar 12, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A log-linear time algorithm for constrained changepoint detection | Mar 9, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Qualitative Assessment of Recurrent Human Motion | Mar 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Network Inference via the Time-Varying Graphical Lasso | Mar 6, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A time series distance measure for efficient clustering of input output signals by their underlying dynamics | Mar 6, 2017 | ClusteringDynamic Time Warping | —Unverified | 0 |
| 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 |
| Co-evolutionary multi-task learning for dynamic time series prediction | Feb 27, 2017 | Evolutionary AlgorithmsMulti-Task Learning | CodeCode Available | 0 |
| Modeling non-stationarities in high-frequency financial time series | Feb 27, 2017 | Model SelectionTime Series | —Unverified | 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 |