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Subgroup Discovery

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Showing 1–47 of 47 papers

TitleStatusHype
Discover and Mitigate Multiple Biased Subgroups in Image ClassifiersCode2
Subgroups: A Python library for Subgroup DiscoveryCode1
Robust subgroup discoveryCode1
VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic EstimateCode1
Discovering outstanding subgroup lists for numeric targets using MDLCode1
Subgroup Discovery in Unstructured DataCode0
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine LearningCode0
Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical TargetsCode0
Contrastive Principal Component AnalysisCode0
Embedding-based Silhouette Community DetectionCode0
Unsupervised learning with contrastive latent variable modelsCode0
Using Constraints to Discover Sparse and Alternative Subgroup DescriptionsCode0
Explainable Subgraphs with Surprising Densities: A Subgroup Discovery ApproachCode0
"What makes my queries slow?": Subgroup Discovery for SQL Workload AnalysisCode0
Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery MethodCode0
REDS: Rule Extraction for Discovering ScenariosCode0
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discoveryCode0
Interpretable Summaries of Black Box Incident Triaging with Subgroup DiscoveryCode0
Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines—0
Pedagogical Rule Extraction to Learn Interpretable Models - an Empirical Study—0
Peripheral Nervous System Responses to Food Stimuli: Analysis Using Data Science Approaches—0
Preservation of Anomalous Subgroups On Machine Learning Transformed Data—0
Sparsity-based Feature Selection for Anomalous Subgroup Discovery—0
Subgroup Discovery in MOOCs: A Big Data Application for Describing Different Types of Learners—0
Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system—0
Subgroup Performance Analysis in Hidden Stratifications—0
Subjectively Interesting Subgroup Discovery on Real-valued Targets—0
Towards Efficient Discriminative Pattern Mining in Hybrid Domains—0
Tree-based Subgroup Discovery In Electronic Health Records: Heterogeneity of Treatment Effects for DTG-containing Therapies—0
Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning—0
Accelerating System-Level Debug Using Rule Learning and Subgroup Discovery Techniques—0
A consensus set for the aggregation of partial rankings: the case of the Optimal Set of Bucket Orders Problem—0
Bayesian Nonparametric Cost-Effectiveness Analyses: Causal Estimation and Adaptive Subgroup Discovery—0
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect—0
Data is Moody: Discovering Data Modification Rules from Process Event Logs—0
Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups—0
Exploratory Analysis of News Sentiment Using Subgroup Discovery—0
FairCompass: Operationalising Fairness in Machine Learning—0
Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness—0
Flexibly Mining Better Subgroups—0
How Can Subgroup Discovery Help AIOps?—0
Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery—0
A new algorithm for Subgroup Set Discovery based on Information Gain—0
Interpretable Clustering via Multi-Polytope Machines—0
Local Exceptionality Detection in Time Series Using Subgroup Discovery—0
Machine learning for subgroup discovery under treatment effect—0
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets—0
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