| Discover and Mitigate Multiple Biased Subgroups in Image Classifiers | Mar 19, 2024 | Dimensionality ReductionSubgroup Discovery | CodeCode Available | 2 | 5 |
| Subgroups: A Python library for Subgroup Discovery | Sep 17, 2024 | Data MiningSubgroup Discovery | CodeCode Available | 1 | 5 |
| Robust subgroup discovery | Mar 25, 2021 | Subgroup Discovery | CodeCode Available | 1 | 5 |
| VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate | May 29, 2023 | AttributeData Mining | CodeCode Available | 1 | 5 |
| Discovering outstanding subgroup lists for numeric targets using MDL | Jun 16, 2020 | AttributeSubgroup Discovery | CodeCode Available | 1 | 5 |
| Subgroup Discovery in Unstructured Data | Jul 15, 2022 | AttributeDescriptive | CodeCode Available | 0 | 5 |
| FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning | Apr 10, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets | Oct 1, 2023 | ERPSubgroup Discovery | CodeCode Available | 0 | 5 |
| Contrastive Principal Component Analysis | Sep 20, 2017 | Denoisingfeature selection | CodeCode Available | 0 | 5 |
| Embedding-based Silhouette Community Detection | Jul 17, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Unsupervised learning with contrastive latent variable models | Nov 14, 2018 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Using Constraints to Discover Sparse and Alternative Subgroup Descriptions | Jun 3, 2024 | Binary ClassificationHeuristic Search | CodeCode Available | 0 | 5 |
| Explainable Subgraphs with Surprising Densities: A Subgroup Discovery Approach | Jan 10, 2020 | Subgroup Discovery | CodeCode Available | 0 | 5 |
| "What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis | Aug 9, 2021 | Subgroup Discovery | CodeCode Available | 0 | 5 |
| Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method | Nov 4, 2021 | Subgroup Discovery | CodeCode Available | 0 | 5 |
| REDS: Rule Extraction for Discovering Scenarios | Oct 3, 2019 | Subgroup Discovery | CodeCode Available | 0 | 5 |
| Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery | Jun 26, 2025 | Data MiningDecision Making | CodeCode Available | 0 | 5 |
| Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery | Aug 6, 2021 | ERPExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines | May 8, 2019 | Subgroup Discovery | —Unverified | 0 | 0 |
| Pedagogical Rule Extraction to Learn Interpretable Models - an Empirical Study | Dec 25, 2021 | BIG-bench Machine LearningSubgroup Discovery | —Unverified | 0 | 0 |
| Peripheral Nervous System Responses to Food Stimuli: Analysis Using Data Science Approaches | May 21, 2024 | DescriptiveSubgroup Discovery | —Unverified | 0 | 0 |
| Preservation of Anomalous Subgroups On Machine Learning Transformed Data | Nov 9, 2019 | BIG-bench Machine LearningSubgroup Discovery | —Unverified | 0 | 0 |
| Sparsity-based Feature Selection for Anomalous Subgroup Discovery | Jan 6, 2022 | feature selectionSubgroup Discovery | —Unverified | 0 | 0 |
| Subgroup Discovery in MOOCs: A Big Data Application for Describing Different Types of Learners | Feb 10, 2024 | DescriptiveSubgroup Discovery | —Unverified | 0 | 0 |
| Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system | May 12, 2022 | DiagnosticSubgroup Discovery | —Unverified | 0 | 0 |
