| PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data | Feb 11, 2018 | ClusteringImputation | —Unverified | 0 |
| Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data | Feb 1, 2018 | DiversityImputation | CodeCode Available | 0 |
| Side Information for Face Completion: a Robust PCA Approach | Jan 20, 2018 | Face RecognitionFacial Inpainting | —Unverified | 0 |
| Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction | Jan 7, 2018 | Missing ValuesTime Series | CodeCode Available | 0 |
| A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation | Jan 5, 2018 | Missing ValuesState Estimation | —Unverified | 0 |
| Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks | Jan 1, 2018 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| Online Forecasting Matrix Factorization | Dec 23, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Variational Bayesian Inference For A Scale Mixture Of Normal Distributions Handling Missing Data | Nov 22, 2017 | Bayesian InferenceClassification | —Unverified | 0 |
| Recover Missing Sensor Data with Iterative Imputing Network | Nov 20, 2017 | Missing Values | —Unverified | 0 |
| Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks | Nov 17, 2017 | General ClassificationImputation | —Unverified | 0 |
