Comparative Analysis of Machine Learning Algorithms for Academic Performance Prediction Using Oversampling Techniques

Maria Luci Zamora Hernandez; Alfredo Daza; Ricardo Dario Mendoza Rivera; Segundo Nicolas Diestra Sánchez; Edgar Gustavo Sparrow Alamo; Gonzalo Apaza-Perez

doi:10.33168/JLISS.2025.0314

Comparative Analysis of Machine Learning Algorithms for Academic Performance Prediction Using Oversampling Techniques

Maria Luci Zamora Hernandez
, Alfredo Daza
, Ricardo Dario Mendoza Rivera
, Segundo Nicolas Diestra Sánchez
, Edgar Gustavo Sparrow Alamo
, Gonzalo Apaza-Perez

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Original language	English
Pages (from-to)	227-245
Number of pages	19
Journal	Journal of Logistics, Informatics and Service Science
Volume	12
Issue number	3
DOIs	https://doi.org/10.33168/JLISS.2025.0314
State	Published - 1 Jan 2025
Externally published	Yes

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10.33168/JLISS.2025.0314

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title = "Comparative Analysis of Machine Learning Algorithms for Academic Performance Prediction Using Oversampling Techniques",

keywords = "academic performance, machine learning, oversampling, prediction",

author = "Hernandez, \{Maria Luci Zamora\} and Alfredo Daza and Rivera, \{Ricardo Dario Mendoza\} and S{\'a}nchez, \{Segundo Nicolas Diestra\} and Alamo, \{Edgar Gustavo Sparrow\} and Gonzalo Apaza-Perez",

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T1 - Comparative Analysis of Machine Learning Algorithms for Academic Performance Prediction Using Oversampling Techniques

AU - Hernandez, Maria Luci Zamora

AU - Daza, Alfredo

AU - Rivera, Ricardo Dario Mendoza

AU - Sánchez, Segundo Nicolas Diestra

AU - Alamo, Edgar Gustavo Sparrow

AU - Apaza-Perez, Gonzalo

PY - 2025/1/1

Y1 - 2025/1/1

KW - academic performance

KW - machine learning

KW - oversampling

KW - prediction

UR - https://www.scopus.com/pages/publications/105009240305

U2 - 10.33168/JLISS.2025.0314

DO - 10.33168/JLISS.2025.0314

M3 - Article

AN - SCOPUS:105009240305

SN - 2409-2665

VL - 12

SP - 227

EP - 245

JO - Journal of Logistics, Informatics and Service Science

JF - Journal of Logistics, Informatics and Service Science

IS - 3

ER -

Comparative Analysis of Machine Learning Algorithms for Academic Performance Prediction Using Oversampling Techniques

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