| Physics Inspired Hybrid Attention for SAR Target Recognition | Sep 27, 2023 | Feature Importance | CodeCode Available | 1 |
| Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels | Sep 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| MvFS: Multi-view Feature Selection for Recommender System | Sep 5, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks | Jul 5, 2023 | DiversityFeature Correlation | CodeCode Available | 1 |
| Integrating Random Forests and Generalized Linear Models for Improved Accuracy and Interpretability | Jul 4, 2023 | Drug Response PredictionFeature Importance | CodeCode Available | 1 |
| Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization | Jun 15, 2023 | FairnessFeature Importance | CodeCode Available | 1 |
| Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance | May 18, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Calibrated Explanations: with Uncertainty Information and Counterfactuals | May 3, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| SurvLIMEpy: A Python package implementing SurvLIME | Feb 21, 2023 | Feature ImportanceSurvival Analysis | CodeCode Available | 1 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game | Oct 24, 2022 | Feature Importance | CodeCode Available | 1 |
| Neural Eigenfunctions Are Structured Representation Learners | Oct 23, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization | Oct 16, 2022 | Feature ImportanceWeakly Supervised Classification | CodeCode Available | 1 |
| Concept Activation Regions: A Generalized Framework For Concept-Based Explanations | Sep 22, 2022 | Feature Importance | CodeCode Available | 1 |
| TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations | Jul 8, 2022 | BIG-bench Machine LearningDisease Prediction | CodeCode Available | 1 |
| Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs | Jul 1, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Compressing Features for Learning with Noisy Labels | Jun 27, 2022 | Feature CompressionFeature Importance | CodeCode Available | 1 |
| STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison | Jun 23, 2022 | AutoMLBinary Classification | CodeCode Available | 1 |
| Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark | Jun 8, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Robust Semantic Communications with Masked VQ-VAE Enabled Codebook | Jun 8, 2022 | Feature ImportanceSemantic Communication | CodeCode Available | 1 |
| Group-level Brain Decoding with Deep Learning | May 27, 2022 | Brain DecodingDeep Learning | CodeCode Available | 1 |
| Development of Interpretable Machine Learning Models to Detect Arrhythmia based on ECG Data | May 5, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
