| A Deep Learning Framework using Passive WiFi Sensing for Respiration Monitoring | Apr 19, 2017 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Anomaly detection and motif discovery in symbolic representations of time series | Apr 18, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes | Apr 14, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks | Apr 13, 2017 | ClassificationEarth Observation | —Unverified | 0 |
| Predictive-Corrective Networks for Action Detection | Apr 12, 2017 | Action DetectionOptical Flow Estimation | —Unverified | 0 |
| Multivariate Multiscale Dispersion Entropy of Biomedical Times Series | Apr 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Investigation on the use of Hidden-Markov Models in automatic transcription of music | Apr 12, 2017 | Music TranscriptionSegmentation | —Unverified | 0 |
| Deep Multimodal Representation Learning from Temporal Data | Apr 11, 2017 | Audio-Visual Speech RecognitionRepresentation Learning | —Unverified | 0 |
| On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models | Apr 8, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction | Apr 7, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features | Apr 5, 2017 | ClassificationEEG | —Unverified | 0 |
| Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data | Apr 3, 2017 | ClusteringEnsemble Learning | CodeCode Available | 0 |
| Memory-Efficient Centroid Decomposition for Long Time Series | Apr 1, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Skeletonnet: Mining deep part features for 3-d action recognition | Mar 31, 2017 | Action RecognitionDeep Learning | —Unverified | 0 |
| Grouped Convolutional Neural Networks for Multivariate Time Series | Mar 29, 2017 | Anomaly DetectionClustering | —Unverified | 0 |
| "Chaos" in energy and commodity markets: a controversial matter | Mar 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs | Mar 29, 2017 | PositionTime Series | —Unverified | 0 |
| Optimal Policies for Observing Time Series and Related Restless Bandit Problems | Mar 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series | Mar 29, 2017 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings | Mar 28, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network | Mar 28, 2017 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Discovering Latent Covariance Structures for Multiple Time Series | Mar 28, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction | Mar 27, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Evidence of Self-Organization in Time Series of Capital Markets | Mar 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks | Mar 24, 2017 | Point ProcessesTime Series | —Unverified | 0 |