| ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering | Jun 1, 2016 | Clusteringgraph construction | —Unverified | 0 |
| Solving Temporal Puzzles | Jun 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks | Jun 1, 2016 | ArticlesTime Series | —Unverified | 0 |
| Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions | May 27, 2016 | Bayesian InferenceTime Series | —Unverified | 0 |
| Foreign exchange risk premia: from traditional to state-space analyses | May 25, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Linear Credit Risk Models | May 24, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Initial conditions in the neural field model | May 23, 2016 | modelTime Series | —Unverified | 0 |
| Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA | May 20, 2016 | Contrastive LearningTime Series | CodeCode Available | 1 |
| Gaussian variational approximation with sparse precision matrices | May 18, 2016 | State Space ModelsTime Series | —Unverified | 0 |
| Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate | May 17, 2016 | General ClassificationGPR | —Unverified | 0 |
| Learning zero-cost portfolio selection with pattern matching | May 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams | May 13, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Method for Training Feed-forward Neural Networks using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions | May 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Time Series and the Surprising Robustness of HMMs | May 9, 2016 | ClusteringTime Series | —Unverified | 0 |
| Inference of High-dimensional Autoregressive Generalized Linear Models | May 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ODE - Augmented Training Improves Anomaly Detection in Sensor Data from Machines | May 5, 2016 | Anomaly DetectionTime Series | —Unverified | 0 |
| Brain Emotional Learning-Based Prediction Model (For Long-Term Chaotic Prediction Applications) | May 5, 2016 | PredictionTime Series | —Unverified | 0 |
| Temporal Clustering of Time Series via Threshold Autoregressive Models: Application to Commodity Prices | May 3, 2016 | ClusteringTime Series | —Unverified | 0 |
| Analyzing Time Series Changes of Correlation between Market Share and Concerns on Companies measured through Search Engine Suggests | May 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Emerging Trends from Scientific Literature | May 1, 2016 | regressionTime Series | —Unverified | 0 |
| Optimal Transport vs. Fisher-Rao distance between Copulas for Clustering Multivariate Time Series | Apr 28, 2016 | ClusteringClustering Multivariate Time Series | —Unverified | 0 |
| Temporal Taylor's scaling of facial electromyography and electrodermal activity in the course of emotional stimulation | Apr 24, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unsupervised Representation Learning of Structured Radio Communication Signals | Apr 24, 2016 | Representation LearningTime Series | CodeCode Available | 0 |
| Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines | Apr 20, 2016 | Future predictionTime Series | —Unverified | 0 |
| Variational inference for rare variant detection in deep, heterogeneous next-generation sequencing data | Apr 14, 2016 | SpecificityTime Series | —Unverified | 0 |
