| ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data | Jul 9, 2016 | Collaborative FilteringImputation | —Unverified | 0 |
| Real-Time Anomaly Detection for Streaming Analytics | Jul 8, 2016 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Automatic Generation of Probabilistic Programming from Time Series Data | Jul 4, 2016 | DescriptiveProbabilistic Programming | —Unverified | 0 |
| Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets | Jul 4, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Efficient and Consistent Robust Time Series Analysis | Jul 1, 2016 | regressionTime Series | —Unverified | 0 |
| LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection | Jul 1, 2016 | Anomaly DetectionDecoder | CodeCode Available | 2 |
| Disease Trajectory Maps | Jun 29, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Replica approach to mean-variance portfolio optimization | Jun 28, 2016 | Portfolio OptimizationTime Series | —Unverified | 0 |
| Facial Expression Classification Using Rotation Slepian-based Moment Invariants | Jun 28, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Among-site variability in the stochastic dynamics of East African coral reefs | Jun 27, 2016 | State Space ModelsTime Series | —Unverified | 0 |
| Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series | Jun 27, 2016 | Dimensionality ReductionGaze Estimation | —Unverified | 0 |
| A Novel Algorithm for the Maximal Fit Problem in Boolean Networks | Jun 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method | Jun 20, 2016 | DiversityGeneral Classification | —Unverified | 0 |
| PSF : Introduction to R Package for Pattern Sequence Based Forecasting Algorithm | Jun 17, 2016 | ClusteringPrediction | —Unverified | 0 |
| Deep Learning for Music | Jun 15, 2016 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification | Jun 14, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Modeling Missing Data in Clinical Time Series with RNNs | Jun 13, 2016 | General ClassificationImputation | —Unverified | 0 |
| metricDTW: local distance metric learning in Dynamic Time Warping | Jun 11, 2016 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Kolmogorov Space in Time Series Data | Jun 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Specific Differential Entropy Rate Estimation for Continuous-Valued Time Series | Jun 8, 2016 | Heart Rate VariabilityTime Series | CodeCode Available | 0 |
| Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach | Jun 6, 2016 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| shapeDTW: shape Dynamic Time Warping | Jun 6, 2016 | Dynamic Time WarpingTemporal Sequences | CodeCode Available | 0 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 |
| Forecasting Framework for Open Access Time Series in Energy | Jun 2, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Canonical Time Warping | Jun 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |