An Improved AdaBoost Algorithm for Highly Imbalanced Datasets in the Co-Authorship Recommendation Problem
Tác giả: Vo Duc Quang, Hoang Huu Viet, Vu Hoang Long, And Tran Dinh Khang
IEEE Access
Quyển: 11 Trang: 89107-89123
Năm xuất bản: 8/2023
Tóm tắt
We propose an improved algorithm of AdaBoost combined with the W-SVM algorithm, called Im.AdaBoost.W-SVM, to solve the classification problem with two-class imbalanced datasets.
Từ khóa
AdaBoost, co-authorship network, imbalanced dataset, recommendation problem, support vector machine.
