| Convolutional Mixture Density Recurrent Neural Network for Predicting User Location with WiFi Fingerprints | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the separation of shape and temporal patterns in time series -Application to signature authentication- | Nov 21, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multi-Scale RCNN Model for Financial Time-series Classification | Nov 21, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior | Nov 21, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Scrambled Method of Moments | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust Inference on Infinite and Growing Dimensional Time Series Regression | Nov 20, 2019 | regressionTime Series | —Unverified | 0 |
| Equivariant online predictions of non-stationary time series | Nov 20, 2019 | EpidemiologyTime Series | —Unverified | 0 |
| Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cell Line Classification Using Electric Cell-substrate Impedance Sensing (ECIS) | Nov 20, 2019 | ClassificationTime Series | —Unverified | 0 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 |
| Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series | Nov 20, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Shapelets for earthquake detection | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Action Recognition Using Volumetric Motion Representations | Nov 19, 2019 | Action RecognitionData Augmentation | CodeCode Available | 0 |
| Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network | Nov 19, 2019 | Autonomous VehiclesDriver Identification | CodeCode Available | 0 |
| Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention | Nov 18, 2019 | General ClassificationTime Series | CodeCode Available | 0 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series | Nov 18, 2019 | ImputationMissing Values | —Unverified | 0 |
| DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data | Nov 18, 2019 | ClusteringHeart Rate Variability | —Unverified | 0 |
| Bayesian Filtering for Multi-period Mean-Variance Portfolio Selection | Nov 18, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 |
| Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen Prediction | Nov 17, 2019 | Deep LearningSmall Data Image Classification | CodeCode Available | 0 |
| Weather event severity prediction using buoy data and machine learning | Nov 17, 2019 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| RSM-GAN: A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series | Nov 16, 2019 | Anomaly DetectionCausal Inference | —Unverified | 0 |
| The Creation and Validation of Load Time Series for Synthetic Electric Power Systems | Nov 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SMART: Skeletal Motion Action Recognition aTtack | Nov 16, 2019 | Action RecognitionAdversarial Attack | —Unverified | 0 |