| Enhanced Cyber-Physical Security through Deep Learning Techniques | Aug 23, 2019 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving | Aug 23, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms | Aug 22, 2019 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Efficient Cross-Validation of Echo State Networks | Aug 22, 2019 | One-Shot LearningTime Series | CodeCode Available | 1 |
| Quantile Convolutional Neural Networks for Value at Risk Forecasting | Aug 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting Gas Vapor Leaks Using Uncalibrated Sensors | Aug 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Review of Changepoint Detection Models | Aug 20, 2019 | Change Point DetectionTime Series | —Unverified | 0 |
| Semi-supervised Sequence Modeling for Elastic Impedance Inversion | Aug 19, 2019 | Seismic InversionTime Series | CodeCode Available | 0 |
| Comparing linear structure-based and data-driven latent spatial representations for sequence prediction | Aug 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Independence Testing for Temporal Data | Aug 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comprehensive Time-Series Regression Models Using GRETL -- U.S. GDP and Government Consumption Expenditures & Gross Investment from 1980 to 2013 | Aug 17, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks | Aug 17, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Locally Linear Embedding and fMRI feature selection in psychiatric classification | Aug 17, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding | Aug 16, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| HOTVis: Higher-Order Time-Aware Visualisation of Dynamic Graphs | Aug 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mixed pooling of seasonality for time series forecasting: An application to pallet transport data | Aug 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards automated symptoms assessment in mental health | Aug 14, 2019 | DiagnosticTime Series | —Unverified | 0 |
| MEx: Multi-modal Exercises Dataset for Human Activity Recognition | Aug 13, 2019 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Local Score Dependent Model Explanation for Time Dependent Covariates | Aug 13, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Wasserstein Index Generation Model: Automatic Generation of Time-series Index with Application to Economic Policy Uncertainty | Aug 12, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension | Aug 12, 2019 | Gaussian ProcessesImputation | CodeCode Available | 0 |
| Learning towards Abstractive Timeline Summarization | Aug 11, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation | Aug 10, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation | Aug 10, 2019 | ImputationMissing Values | —Unverified | 0 |
| Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM | Aug 10, 2019 | Financial AnalysisTime Series | —Unverified | 0 |