{"total":23,"rows":[{"id":"2307.07712","title":"Visual Analytics For Machine Learning: A Data Perspective Survey","created":"2023-07-15","cited_by_count":25,"area":null},{"id":"2206.04372","title":"Diagnosing Ensemble Few-Shot Classifiers","created":"2022-06-09","cited_by_count":13,"area":null},{"id":"2209.09227","title":"TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization","created":"2022-09-19","cited_by_count":13,"area":null},{"id":"2112.00334","title":"VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees","created":"2021-12-01","cited_by_count":8,"area":null},{"id":"2304.05011","title":"Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection","created":"2023-04-11","cited_by_count":8,"area":null},{"id":"2201.07724","title":"Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets","created":"2022-01-19","cited_by_count":5,"area":null},{"id":"2404.02942","title":"Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles","created":"2024-04-03","cited_by_count":5,"area":null},{"id":"2106.11112","title":"Multivariate Data Explanation by Jumping Emerging Patterns Visualization","created":"2021-06-21","cited_by_count":4,"area":null},{"id":"2111.02218","title":"From global to local MDI variable importances for random forests and when they are Shapley values","created":"2021-11-03","cited_by_count":4,"area":null},{"id":"2207.01994","title":"Local Multi-Label Explanations for Random Forest","created":"2022-07-05","cited_by_count":3,"area":null},{"id":"2405.14505","title":"Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing","created":"2024-05-23","cited_by_count":3,"area":null},{"id":"2304.00133","title":"DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps","created":"2023-03-31","cited_by_count":2,"area":null},{"id":"2407.12759","title":"A survey and taxonomy of methods interpreting random forest models","created":"2024-07-17","cited_by_count":2,"area":null},{"id":"2404.00437","title":"Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators","created":"2024-03-30","cited_by_count":1,"area":null},{"id":"2404.08673","title":"Sentiment analysis and random forest to classify LLM versus human source applied to Scientific Texts","created":"2024-04-05","cited_by_count":1,"area":null},{"id":"2409.03164","title":"RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers","created":"2024-09-05","cited_by_count":1,"area":null},{"id":"2507.22665","title":"Cluster-Based Random Forest Visualization and Interpretation","created":"2025-07-30","cited_by_count":1,"area":null},{"id":"2103.01022","title":"Visualizing Rule Sets: Exploration and Validation of a Design Space","created":"2021-03-01","cited_by_count":0,"area":null},{"id":"2104.07377","title":"Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation","created":"2021-04-15","cited_by_count":0,"area":null},{"id":"2310.02633","title":"Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization","created":"2023-10-04","cited_by_count":0,"area":null},{"id":"2408.12837","title":"Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence","created":"2024-08-23","cited_by_count":0,"area":null},{"id":"2505.06620","title":"Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations","created":"2025-05-10","cited_by_count":0,"area":null},{"id":"2509.18147","title":"ConceptFlow: Hierarchical and Fine-grained Concept-Based Explanation for Convolutional Neural Networks","created":"2025-09-16","cited_by_count":0,"area":null}],"next_cursor":null}