{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T12:27:22Z","timestamp":1775737642284,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/iwobi.2018.8464191","type":"proceedings-article","created":{"date-parts":[[2018,9,13]],"date-time":"2018-09-13T21:48:06Z","timestamp":1536875286000},"page":"1-6","source":"Crossref","is-referenced-by-count":38,"title":["Perspectives to Predict Dropout in University Students with Machine Learning"],"prefix":"10.1109","author":[{"given":"Martin","family":"Solis","sequence":"first","affiliation":[]},{"given":"Tania","family":"Moreira","sequence":"additional","affiliation":[]},{"given":"Roberto","family":"Gonzalez","sequence":"additional","affiliation":[]},{"given":"Tatiana","family":"Fernandez","sequence":"additional","affiliation":[]},{"given":"Maria","family":"Hernandez","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"125","article-title":"Predicted Increase Enrollment in Higher Education Using Neural Networks and Data Mining Techniques","volume":"7","author":"nakhkob","year":"2016","journal-title":"Journal of Advances in Computer Research"},{"key":"ref11","author":"jia","year":"2013","journal-title":"Machine learning algorithms and predictive models for undergraduate student retention at an HBCU&#x201D;"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1108\/IMDS-09-2015-0363"},{"key":"ref13","first-page":"13","article-title":"Data Mining Applications: A comparative study for Predicting Student's Performance","volume":"1","author":"yadav","year":"2011","journal-title":"International Journal of Innovative Technology and Creative Engineering"},{"key":"ref14","author":"brett","year":"2013","journal-title":"Machine Learning with R"},{"key":"ref15","first-page":"1","article-title":"M.Caret package","volume":"28","year":"2008","journal-title":"Journal of Statistical Software"},{"key":"ref16","article-title":"Algunos datos sobre la desercion en el Instituto Tecnologico de Costa Rica","author":"chinchilla","year":"2013","journal-title":"Informe para el Instituto Tecnologico de Costa Rica"},{"key":"ref17","first-page":"1","article-title":"La desercion estudiantil en la educacion superior: El caso de la Universidad de Costa Rica","volume":"5","author":"abarca","year":"2005","journal-title":"Actualidades Investigativas en Educacion"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.4067\/S0718-50062017000300007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.17535\/crorr.2016.0025"},{"key":"ref6","article-title":"Using artificial neural networks to predict first-year traditional students second year retention rates","author":"mark","year":"2013","journal-title":"Proceedings of the 51st ACM Southeast Conference on - ACMSE '13"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18608\/jla.2014.13.3"},{"key":"ref8","author":"kemper","year":"2017","journal-title":"Predicting Student Dropout a Machine Learning Approach"},{"key":"ref7","author":"onate","year":"2016","journal-title":"Analisis de la desercion y permanencia academica en la educacion superior aplicando mineria de datos"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.06.003"},{"key":"ref1","first-page":"9","article-title":"Analisis de los factores asociados a la deserci6n y graduacion estudiantil universitaria","author":"castano","year":"2006","journal-title":"Lecturas de Economia"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5815\/ijieeb.2012.02.01"}],"event":{"name":"2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)","location":"San Carlos","start":{"date-parts":[[2018,7,18]]},"end":{"date-parts":[[2018,7,20]]}},"container-title":["2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8451008\/8464128\/08464191.pdf?arnumber=8464191","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T12:10:06Z","timestamp":1643199006000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8464191\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iwobi.2018.8464191","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}