| Lost in Time: Temporal Analytics for Long-Term Video Surveillance | Dec 20, 2017 | Descriptiveobject-detection | —Unverified | 0 |
| Multi-shot Pedestrian Re-identification via Sequential Decision Making | Dec 19, 2017 | Decision MakingReinforcement Learning | —Unverified | 0 |
| A Shapelet Transform for Multivariate Time Series Classification | Dec 18, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things | Dec 18, 2017 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Accurate Inference for Adaptive Linear Models | Dec 18, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions | Dec 17, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Experimental design trade-offs for gene regulatory network inference: an in silico study of the yeast Saccharomyces cerevisiae cell cycle | Dec 14, 2017 | Experimental DesignTime Series | —Unverified | 0 |
| Spatial-temporal wind field prediction by Artificial Neural Networks | Dec 13, 2017 | PredictionTime Series | —Unverified | 0 |
| Temporal Stability in Predictive Process Monitoring | Dec 12, 2017 | Binary ClassificationPredictive Process Monitoring | CodeCode Available | 0 |
| Causal Patterns: Extraction of multiple causal relationships by Mixture of Probabilistic Partial Canonical Correlation Analysis | Dec 12, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Long-Range Correlation Underlying Childhood Language and Generative Models | Dec 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparative analysis of criteria for filtering time series of word usage frequencies | Dec 10, 2017 | Stochastic OptimizationTime Series | —Unverified | 0 |
| Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis | Dec 4, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning User Intent from Action Sequences on Interactive Systems | Dec 4, 2017 | Intent RecognitionMarketing | —Unverified | 0 |
| TrueSkill Through Time: Revisiting the History of Chess | Dec 3, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Subset Selection and Summarization in Sequential Data | Dec 1, 2017 | DiversityTime Series | —Unverified | 0 |
| Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories | Dec 1, 2017 | Predicting Drug-Induced Laboratory Test EffectsRepresentation Learning | —Unverified | 0 |
| Random Projection Filter Bank for Time Series Data | Dec 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Preventing Gradient Explosions in Gated Recurrent Units | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Practical Data-Dependent Metric Compression with Provable Guarantees | Dec 1, 2017 | QuantizationTime Series | —Unverified | 0 |
| Dynamic-Depth Context Tree Weighting | Dec 1, 2017 | Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Discriminative State Space Models | Dec 1, 2017 | State Space ModelsTime Series | —Unverified | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| A Neural Stochastic Volatility Model | Nov 30, 2017 | modelTime Series | —Unverified | 0 |
| A Multi-Horizon Quantile Recurrent Forecaster | Nov 29, 2017 | quantile regressionregression | CodeCode Available | 0 |