Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891325207> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2891325207 endingPage "270" @default.
- W2891325207 startingPage "263" @default.
- W2891325207 abstract "This paper presents a kernel-based relevance analysis to support student desertion prediction. Our approach, termed KRA-SD, is twofold: (i) A feature ranking based on centered kernel alignment to match demographic, academic, and biopsychosocial measures with the output labels (deserter/not deserter), and (ii) classification stage based on k-nearest neighbors and support vector machines to predict the desertion. For concrete testing, the student desertion database of the Universidad Tecnologica de Pereira is employed to assess the KRA-SD under a training, validation, and testing scheme. Attained results show that the proposed approach can recognize the main features related to the student desertion achieving an 85.64% of accuracy. Therefore, the proposed system aims to serve as a handy tool for planning strategies to prevent students from leaving the university without finishing their studies." @default.
- W2891325207 created "2018-09-27" @default.
- W2891325207 creator A5010389284 @default.
- W2891325207 creator A5012268339 @default.
- W2891325207 creator A5031280810 @default.
- W2891325207 creator A5034713616 @default.
- W2891325207 creator A5035060908 @default.
- W2891325207 creator A5055180673 @default.
- W2891325207 date "2018-01-01" @default.
- W2891325207 modified "2023-10-17" @default.
- W2891325207 title "Student Desertion Prediction Using Kernel Relevance Analysis" @default.
- W2891325207 cites W2009081785 @default.
- W2891325207 cites W2176451265 @default.
- W2891325207 cites W2530788122 @default.
- W2891325207 cites W2584803963 @default.
- W2891325207 cites W2763248804 @default.
- W2891325207 doi "https://doi.org/10.1007/978-3-030-01132-1_30" @default.
- W2891325207 hasPublicationYear "2018" @default.
- W2891325207 type Work @default.
- W2891325207 sameAs 2891325207 @default.
- W2891325207 citedByCount "3" @default.
- W2891325207 countsByYear W28913252072021 @default.
- W2891325207 countsByYear W28913252072022 @default.
- W2891325207 crossrefType "book-chapter" @default.
- W2891325207 hasAuthorship W2891325207A5010389284 @default.
- W2891325207 hasAuthorship W2891325207A5012268339 @default.
- W2891325207 hasAuthorship W2891325207A5031280810 @default.
- W2891325207 hasAuthorship W2891325207A5034713616 @default.
- W2891325207 hasAuthorship W2891325207A5035060908 @default.
- W2891325207 hasAuthorship W2891325207A5055180673 @default.
- W2891325207 hasConcept C114614502 @default.
- W2891325207 hasConcept C119857082 @default.
- W2891325207 hasConcept C12267149 @default.
- W2891325207 hasConcept C138885662 @default.
- W2891325207 hasConcept C154945302 @default.
- W2891325207 hasConcept C158154518 @default.
- W2891325207 hasConcept C166957645 @default.
- W2891325207 hasConcept C17744445 @default.
- W2891325207 hasConcept C189430467 @default.
- W2891325207 hasConcept C199539241 @default.
- W2891325207 hasConcept C2776401178 @default.
- W2891325207 hasConcept C2777169198 @default.
- W2891325207 hasConcept C33923547 @default.
- W2891325207 hasConcept C41008148 @default.
- W2891325207 hasConcept C41895202 @default.
- W2891325207 hasConcept C74193536 @default.
- W2891325207 hasConcept C95457728 @default.
- W2891325207 hasConceptScore W2891325207C114614502 @default.
- W2891325207 hasConceptScore W2891325207C119857082 @default.
- W2891325207 hasConceptScore W2891325207C12267149 @default.
- W2891325207 hasConceptScore W2891325207C138885662 @default.
- W2891325207 hasConceptScore W2891325207C154945302 @default.
- W2891325207 hasConceptScore W2891325207C158154518 @default.
- W2891325207 hasConceptScore W2891325207C166957645 @default.
- W2891325207 hasConceptScore W2891325207C17744445 @default.
- W2891325207 hasConceptScore W2891325207C189430467 @default.
- W2891325207 hasConceptScore W2891325207C199539241 @default.
- W2891325207 hasConceptScore W2891325207C2776401178 @default.
- W2891325207 hasConceptScore W2891325207C2777169198 @default.
- W2891325207 hasConceptScore W2891325207C33923547 @default.
- W2891325207 hasConceptScore W2891325207C41008148 @default.
- W2891325207 hasConceptScore W2891325207C41895202 @default.
- W2891325207 hasConceptScore W2891325207C74193536 @default.
- W2891325207 hasConceptScore W2891325207C95457728 @default.
- W2891325207 hasLocation W28913252071 @default.
- W2891325207 hasOpenAccess W2891325207 @default.
- W2891325207 hasPrimaryLocation W28913252071 @default.
- W2891325207 hasRelatedWork W2051098762 @default.
- W2891325207 hasRelatedWork W2065641133 @default.
- W2891325207 hasRelatedWork W2189041819 @default.
- W2891325207 hasRelatedWork W2249578803 @default.
- W2891325207 hasRelatedWork W2569329833 @default.
- W2891325207 hasRelatedWork W2768915313 @default.
- W2891325207 hasRelatedWork W2771925342 @default.
- W2891325207 hasRelatedWork W2775318616 @default.
- W2891325207 hasRelatedWork W2796802679 @default.
- W2891325207 hasRelatedWork W2884457104 @default.
- W2891325207 hasRelatedWork W2984004714 @default.
- W2891325207 hasRelatedWork W3007898752 @default.
- W2891325207 hasRelatedWork W3107704721 @default.
- W2891325207 hasRelatedWork W3121883116 @default.
- W2891325207 hasRelatedWork W3128253458 @default.
- W2891325207 hasRelatedWork W3157727948 @default.
- W2891325207 hasRelatedWork W3158465632 @default.
- W2891325207 hasRelatedWork W3168067997 @default.
- W2891325207 hasRelatedWork W3212759029 @default.
- W2891325207 hasRelatedWork W96214726 @default.
- W2891325207 isParatext "false" @default.
- W2891325207 isRetracted "false" @default.
- W2891325207 magId "2891325207" @default.
- W2891325207 workType "book-chapter" @default.