Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor's Instances

Hatem S. Y. Nabus, Aida Ali, Shafaatunnur Hassan, Siti Mariya Shamsuddin, Ismail B. Mustapha, Faisal Saeed

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

2 Citations (SciVal)

Original language	English
Journal	International Journal of Advanced Computer Science and Applications
Volume	13
Issue number	4
Publication status	Published (VoR) - 1 Apr 2022

Keywords

@article{3afdabab24a146ee8e2df5f950744811,

title = "Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor's Instances",

keywords = "Class imbalance; nearest neighbors; base samples; initial selection; SMOTE",

author = "Nabus, {Hatem S. Y.} and Aida Ali and Shafaatunnur Hassan and Shamsuddin, {Siti Mariya} and Mustapha, {Ismail B.} and Faisal Saeed",

year = "2022",

month = apr,

day = "1",

language = "English",

volume = "13",

journal = "International Journal of Advanced Computer Science and Applications",

issn = "2158-107X",

publisher = "The Science and Information (SAI) Organization Limited",

number = "4",

}

TY - JOUR

T1 - Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor's Instances

AU - Nabus, Hatem S. Y.

AU - Ali, Aida

AU - Hassan, Shafaatunnur

AU - Shamsuddin, Siti Mariya

AU - Mustapha, Ismail B.

AU - Saeed, Faisal

PY - 2022/4/1

Y1 - 2022/4/1

KW - Class imbalance; nearest neighbors; base samples; initial selection; SMOTE

M3 - Article

SN - 2158-107X

VL - 13

JO - International Journal of Advanced Computer Science and Applications

JF - International Journal of Advanced Computer Science and Applications

IS - 4

ER -