FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312131391> ?p ?o ?g. }

• W4312131391 endingPage "1683" @default.
• W4312131391 startingPage "1657" @default.
• W4312131391 abstract "Abstract We present a novel hypergraph-based framework enabling an assessment of the importance of binary classification data elements. Specifically, we apply the hypergraph model to rate data samples’ and categorical feature values’ relevance to classification labels. The proposed Hypergraph-based Importance ratings are theoretically grounded on the hypergraph cut conductance minimization concept. As a result of using hypergraph representation, which is a lossless representation from the perspective of higher-order relationships in data, our approach allows for more precise exploitation of the information on feature and sample coincidences. The solution was tested using two scenarios: undersampling for imbalanced classification data and feature selection. The experimentation results have proven the good quality of the new approach when compared with other state-of-the-art and baseline methods for both scenarios measured using the average precision evaluation metric." @default.
• W4312131391 created "2023-01-04" @default.
• W4312131391 creator A5031723507 @default.
• W4312131391 creator A5069958377 @default.
• W4312131391 date "2022-12-25" @default.
• W4312131391 modified "2023-09-30" @default.
• W4312131391 title "Hypergraph-based importance assessment for binary classification data" @default.
• W4312131391 cites W137896455 @default.
• W4312131391 cites W1977706988 @default.
• W4312131391 cites W1980931745 @default.
• W4312131391 cites W2044468884 @default.
• W4312131391 cites W2107686700 @default.
• W4312131391 cites W2226725405 @default.
• W4312131391 cites W2587314106 @default.
• W4312131391 cites W2592295811 @default.
• W4312131391 cites W2809192845 @default.
• W4312131391 cites W2892880750 @default.
• W4312131391 cites W2899434936 @default.
• W4312131391 cites W2962766291 @default.
• W4312131391 cites W2983727063 @default.
• W4312131391 cites W3009384997 @default.
• W4312131391 cites W3035086707 @default.
• W4312131391 cites W3044853528 @default.
• W4312131391 cites W3047309339 @default.
• W4312131391 cites W3080887330 @default.
• W4312131391 cites W3085990079 @default.
• W4312131391 cites W3096785605 @default.
• W4312131391 cites W3105663757 @default.
• W4312131391 cites W3126673261 @default.
• W4312131391 cites W3146478267 @default.
• W4312131391 cites W3165233449 @default.
• W4312131391 cites W4210736086 @default.
• W4312131391 cites W4220956629 @default.
• W4312131391 cites W4221086219 @default.
• W4312131391 cites W4234556776 @default.
• W4312131391 doi "https://doi.org/10.1007/s10115-022-01786-2" @default.
• W4312131391 hasPublicationYear "2022" @default.
• W4312131391 type Work @default.
• W4312131391 citedByCount "0" @default.
• W4312131391 crossrefType "journal-article" @default.
• W4312131391 hasAuthorship W4312131391A5031723507 @default.
• W4312131391 hasAuthorship W4312131391A5069958377 @default.
• W4312131391 hasBestOaLocation W43121313911 @default.
• W4312131391 hasConcept C118615104 @default.
• W4312131391 hasConcept C119857082 @default.
• W4312131391 hasConcept C124101348 @default.
• W4312131391 hasConcept C136536468 @default.
• W4312131391 hasConcept C138885662 @default.
• W4312131391 hasConcept C148483581 @default.
• W4312131391 hasConcept C153180895 @default.
• W4312131391 hasConcept C154945302 @default.
• W4312131391 hasConcept C162324750 @default.
• W4312131391 hasConcept C176217482 @default.
• W4312131391 hasConcept C17744445 @default.
• W4312131391 hasConcept C199539241 @default.
• W4312131391 hasConcept C21547014 @default.
• W4312131391 hasConcept C2776359362 @default.
• W4312131391 hasConcept C2776401178 @default.
• W4312131391 hasConcept C2781221856 @default.
• W4312131391 hasConcept C33923547 @default.
• W4312131391 hasConcept C41008148 @default.
• W4312131391 hasConcept C41895202 @default.
• W4312131391 hasConcept C48372109 @default.
• W4312131391 hasConcept C5274069 @default.
• W4312131391 hasConcept C94375191 @default.
• W4312131391 hasConcept C94625758 @default.
• W4312131391 hasConceptScore W4312131391C118615104 @default.
• W4312131391 hasConceptScore W4312131391C119857082 @default.
• W4312131391 hasConceptScore W4312131391C124101348 @default.
• W4312131391 hasConceptScore W4312131391C136536468 @default.
• W4312131391 hasConceptScore W4312131391C138885662 @default.
• W4312131391 hasConceptScore W4312131391C148483581 @default.
• W4312131391 hasConceptScore W4312131391C153180895 @default.
• W4312131391 hasConceptScore W4312131391C154945302 @default.
• W4312131391 hasConceptScore W4312131391C162324750 @default.
• W4312131391 hasConceptScore W4312131391C176217482 @default.
• W4312131391 hasConceptScore W4312131391C17744445 @default.
• W4312131391 hasConceptScore W4312131391C199539241 @default.
• W4312131391 hasConceptScore W4312131391C21547014 @default.
• W4312131391 hasConceptScore W4312131391C2776359362 @default.
• W4312131391 hasConceptScore W4312131391C2776401178 @default.
• W4312131391 hasConceptScore W4312131391C2781221856 @default.
• W4312131391 hasConceptScore W4312131391C33923547 @default.
• W4312131391 hasConceptScore W4312131391C41008148 @default.
• W4312131391 hasConceptScore W4312131391C41895202 @default.
• W4312131391 hasConceptScore W4312131391C48372109 @default.
• W4312131391 hasConceptScore W4312131391C5274069 @default.
• W4312131391 hasConceptScore W4312131391C94375191 @default.
• W4312131391 hasConceptScore W4312131391C94625758 @default.
• W4312131391 hasIssue "4" @default.
• W4312131391 hasLocation W43121313911 @default.
• W4312131391 hasOpenAccess W4312131391 @default.
• W4312131391 hasPrimaryLocation W43121313911 @default.
• W4312131391 hasRelatedWork W2305034036 @default.
• W4312131391 hasRelatedWork W2316780152 @default.
• W4312131391 hasRelatedWork W2374344280 @default.
• W4312131391 hasRelatedWork W2385233088 @default.
• W4312131391 hasRelatedWork W2396188393 @default.

• next