Matches in SemOpenAlex for { <https://semopenalex.org/work/W4282023145> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4282023145 abstract "Attention-Deficit/Hyperactivity Disorder (ADHD) is a neuro-developmental disorder characterized by inattention and/or impulsivity-hyperactivity symptoms. Through Machine Learning methods and the SHAP approach, this work aims to discover which features have the most significant impact on the students' performance with ADHD in arithmetic, writing and reading. The SHAP allowed us to deepen the model's understanding and identify the most relevant features for academic performance. The experiments indicated that the Raven_Z IQ test score is the factor with the most significant impact on academic performance in all disciplines. Then, the mother's schooling, being from a private school, and the student's social class were the most frequently highlighted features. In all disciplines, the student having ADHD emerged as an important feature with a negative impact but less relevance than the previous features." @default.
- W4282023145 created "2022-06-13" @default.
- W4282023145 creator A5000427601 @default.
- W4282023145 creator A5017578975 @default.
- W4282023145 creator A5034225572 @default.
- W4282023145 creator A5048437524 @default.
- W4282023145 date "2022-06-06" @default.
- W4282023145 modified "2023-09-26" @default.
- W4282023145 title "Predictions of Academic Performance of Children and Adolescents with ADHD Using the SHAP Approach" @default.
- W4282023145 doi "https://doi.org/10.3233/shti220159" @default.
- W4282023145 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35673098" @default.
- W4282023145 hasPublicationYear "2022" @default.
- W4282023145 type Work @default.
- W4282023145 citedByCount "0" @default.
- W4282023145 crossrefType "book-chapter" @default.
- W4282023145 hasAuthorship W4282023145A5000427601 @default.
- W4282023145 hasAuthorship W4282023145A5017578975 @default.
- W4282023145 hasAuthorship W4282023145A5034225572 @default.
- W4282023145 hasAuthorship W4282023145A5048437524 @default.
- W4282023145 hasBestOaLocation W42820231451 @default.
- W4282023145 hasConcept C138496976 @default.
- W4282023145 hasConcept C145420912 @default.
- W4282023145 hasConcept C151730666 @default.
- W4282023145 hasConcept C15744967 @default.
- W4282023145 hasConcept C158154518 @default.
- W4282023145 hasConcept C17744445 @default.
- W4282023145 hasConcept C199539241 @default.
- W4282023145 hasConcept C2777267654 @default.
- W4282023145 hasConcept C2780319597 @default.
- W4282023145 hasConcept C2780783007 @default.
- W4282023145 hasConcept C2781206393 @default.
- W4282023145 hasConcept C2993683129 @default.
- W4282023145 hasConcept C554936623 @default.
- W4282023145 hasConcept C70410870 @default.
- W4282023145 hasConcept C86803240 @default.
- W4282023145 hasConceptScore W4282023145C138496976 @default.
- W4282023145 hasConceptScore W4282023145C145420912 @default.
- W4282023145 hasConceptScore W4282023145C151730666 @default.
- W4282023145 hasConceptScore W4282023145C15744967 @default.
- W4282023145 hasConceptScore W4282023145C158154518 @default.
- W4282023145 hasConceptScore W4282023145C17744445 @default.
- W4282023145 hasConceptScore W4282023145C199539241 @default.
- W4282023145 hasConceptScore W4282023145C2777267654 @default.
- W4282023145 hasConceptScore W4282023145C2780319597 @default.
- W4282023145 hasConceptScore W4282023145C2780783007 @default.
- W4282023145 hasConceptScore W4282023145C2781206393 @default.
- W4282023145 hasConceptScore W4282023145C2993683129 @default.
- W4282023145 hasConceptScore W4282023145C554936623 @default.
- W4282023145 hasConceptScore W4282023145C70410870 @default.
- W4282023145 hasConceptScore W4282023145C86803240 @default.
- W4282023145 hasLocation W42820231451 @default.
- W4282023145 hasLocation W42820231452 @default.
- W4282023145 hasOpenAccess W4282023145 @default.
- W4282023145 hasPrimaryLocation W42820231451 @default.
- W4282023145 hasRelatedWork W1975017063 @default.
- W4282023145 hasRelatedWork W2003172903 @default.
- W4282023145 hasRelatedWork W2023889409 @default.
- W4282023145 hasRelatedWork W2055906957 @default.
- W4282023145 hasRelatedWork W2068159539 @default.
- W4282023145 hasRelatedWork W2071675376 @default.
- W4282023145 hasRelatedWork W2076992932 @default.
- W4282023145 hasRelatedWork W2136525902 @default.
- W4282023145 hasRelatedWork W2155729076 @default.
- W4282023145 hasRelatedWork W2604275381 @default.
- W4282023145 isParatext "false" @default.
- W4282023145 isRetracted "false" @default.
- W4282023145 workType "book-chapter" @default.