| A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization | Jan 24, 2019 | ClusteringFeature Importance | —Unverified | 0 |
| Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction | Jan 24, 2019 | Feature ImportanceTransfer Learning | —Unverified | 0 |
| A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment | Jan 23, 2019 | Feature Importancefeature selection | —Unverified | 0 |
| Interpretable machine learning: definitions, methods, and applications | Jan 14, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods | Jan 12, 2019 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| User Intent Prediction in Information-seeking Conversations | Jan 11, 2019 | Conversational SearchFeature Engineering | CodeCode Available | 0 |
| LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models | Dec 21, 2018 | Feature Importance | —Unverified | 0 |
| Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery | Dec 14, 2018 | Deep LearningFeature Importance | —Unverified | 0 |
| Data Strategies for Fleetwide Predictive Maintenance | Dec 11, 2018 | Feature Importanceregression | —Unverified | 0 |
| A matching based clustering algorithm for categorical data | Dec 9, 2018 | ClusteringFeature Importance | —Unverified | 0 |
