| Cellular reprogramming dynamics follow a simple one-dimensional reaction coordinate | May 14, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Filter characteristics in image decomposition with singular spectrum analysis | May 7, 2015 | DenoisingImage Denoising | —Unverified | 0 |
| Cats & Co: Categorical Time Series Coclustering | May 6, 2015 | ClusteringModel Selection | —Unverified | 0 |
| Autoencoding Time Series for Visualisation | May 5, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimal Time-Series Motifs | May 3, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Note on Equivalence Between Recurrent Neural Network Time Series Models and Variational Bayesian Models | Apr 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Market forecasting using Hidden Markov Models | Apr 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differential Recurrent Neural Networks for Action Recognition | Apr 25, 2015 | Action RecognitionTemporal Action Localization | —Unverified | 0 |
| A Bayesian approach for structure learning in oscillating regulatory networks | Apr 24, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A new approach for physiological time series | Apr 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Long Short Term Memory Networks for Anomaly Detection in Time Series | Apr 22, 2015 | Anomaly DetectionFault Detection | CodeCode Available | 0 |
| Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes | Apr 21, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting trends with asset prices | Apr 20, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating the Algorithmic Complexity of Stock Markets | Apr 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces | Apr 15, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series | Apr 7, 2015 | Bayesian InferenceTime Series | —Unverified | 0 |
| Structure Learning of Partitioned Markov Networks | Apr 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Eliciting Disease Data from Wikipedia Articles | Apr 2, 2015 | ArticlesTAG | —Unverified | 0 |
| Sparse plus low-rank autoregressive identification in neuroimaging time series | Mar 30, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Bayesian Approach to Sparse plus Low rank Network Identification | Mar 25, 2015 | Network Identificationregression | —Unverified | 0 |
| Fusing Continuous-valued Medical Labels using a Bayesian Model | Mar 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Asymmetric Distributions from Constrained Mixtures | Mar 22, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ultra-Fast Shapelets for Time Series Classification | Mar 17, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Scalable Discovery of Time-Series Shapelets | Mar 11, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Ranking and significance of variable-length similarity-based time series motifs | Mar 6, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |