| Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection | Sep 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Derivative Delay Embedding: Online Modeling of Streaming Time Series | Sep 24, 2016 | General ClassificationTime Series | CodeCode Available | 0 |
| Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences | Sep 22, 2016 | Temporal SequencesTime Series | —Unverified | 0 |
| Privacy-Friendly Mobility Analytics using Aggregate Location Data | Sep 21, 2016 | Privacy PreservingTime Series | —Unverified | 0 |
| Predicting Future Shanghai Stock Market Price using ANN in the Period 21-Sep-2016 to 11-Oct-2016 | Sep 17, 2016 | Stock PredictionTime Series | —Unverified | 0 |
| Scaling up Echo-State Networks with multiple light scattering | Sep 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning conditional independence structure for high-dimensional uncorrelated vector processes | Sep 13, 2016 | Model SelectionTime Series | —Unverified | 0 |
| Multiplex visibility graphs to investigate recurrent neural networks dynamics | Sep 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identifying Topology of Power Distribution Networks Based on Smart Meter Data | Sep 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Options as Silver Bullets: Valuation of Term Loans, Inventory Management, Emissions Trading and Insurance Risk Mitigation using Option Theory | Sep 6, 2016 | ManagementTime Series | —Unverified | 0 |
| Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks | Sep 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Foreign Exchange Market Performance: Evidence from Bivariate Time Series Approach | Aug 27, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Temporal Dependence from Time-Series Data with Latent Variables | Aug 27, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| "Butterfly Effect" vs Chaos in Energy Futures Markets | Aug 23, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder | Aug 22, 2016 | DecoderExponential degradation | —Unverified | 0 |
| A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves | Aug 18, 2016 | Decision MakingKidney Function | —Unverified | 0 |
| Conformalized density- and distance-based anomaly detection in time-series data | Aug 16, 2016 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Training Echo State Networks with Regularization through Dimensionality Reduction | Aug 16, 2016 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information | Aug 16, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM | Aug 15, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Registration in In-Utero Volumetric MRI Time Series | Aug 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Revisiting Causality Inference in Memory-less Transition Networks | Aug 8, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Signs in time: Encoding human motion as a temporal image | Aug 6, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms | Aug 3, 2016 | ClusteringTime Series | —Unverified | 0 |
| Fast and Simple Optimization for Poisson Likelihood Models | Aug 3, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |