| Stochastic modelling of non-stationary financial assets | Apr 30, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| (Quasi)Periodicity Quantification in Video Data, Using Topology | Apr 26, 2017 | Object TrackingTime Series | CodeCode Available | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 26, 2017 | Atari GamesDecision Making | CodeCode Available | 0 |
| Consistency of Regions of Interest as nodes of functional brain networks measured by fMRI | Apr 25, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector | Apr 25, 2017 | DiversityTime Series | —Unverified | 0 |
| PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction | Apr 25, 2017 | feature selectionICU Admission | —Unverified | 0 |
| Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models | Apr 25, 2017 | Change Point DetectionClassification | —Unverified | 0 |
| Automatic Anomaly Detection in the Cloud Via Statistical Learning | Apr 24, 2017 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces | Apr 21, 2017 | Distributed ComputingGaussian Processes | CodeCode Available | 0 |
| 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 |
| DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks | Apr 13, 2017 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| 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 |
| Predictive-Corrective Networks for Action Detection | Apr 12, 2017 | Action DetectionOptical Flow Estimation | —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 |
| "Chaos" in energy and commodity markets: a controversial matter | Mar 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
