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Subgroup Discovery

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Showing 1–47 of 47 papers

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