| Techniques for visualizing LSTMs applied to electrocardiograms | May 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding | May 22, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Prediction of Sea Surface Temperature using Long Short-Term Memory | May 19, 2017 | PredictionTime Series | —Unverified | 0 |
| Machine learning modeling for time series problem: Predicting flight ticket prices | May 19, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions | May 17, 2017 | Deep LearningFeature Engineering | —Unverified | 0 |
| A Long Short-Term Memory Recurrent Neural Network Framework for Network Traffic Matrix Prediction | May 16, 2017 | ManagementTemporal Sequences | —Unverified | 0 |
| Optimal Warping Paths are unique for almost every Pair of Time Series | May 16, 2017 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming | May 16, 2017 | ClassificationDiversity | CodeCode Available | 0 |
| Mosquito Detection with Neural Networks: The Buzz of Deep Learning | May 15, 2017 | Deep LearningEvent Detection | —Unverified | 0 |
| An Investigation of the Structural Characteristics of the Indian IT Sector and the Capital Goods Sector: An Application of the R Programming in Time Series Decomposition and Forecasting | May 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information | May 13, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Calibration and Filtering of Exponential L\'evy Option Pricing Models | May 13, 2017 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting | May 11, 2017 | Load ForecastingTime Series | —Unverified | 0 |
| SILVar: Single Index Latent Variable Models | May 9, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes | May 2, 2017 | regressionTime Series | —Unverified | 0 |
| Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors | May 1, 2017 | Dimensionality ReductionModel Selection | —Unverified | 0 |
| 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 |
| 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 |
| A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector | Apr 25, 2017 | DiversityTime Series | —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 |
| 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 |