The International Arab Journal of Information Technology (IAJIT)

NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction

Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu

#Software defect prediction #class imbalance #deep reinforcement learning

RoboGuard: Enhancing Robotic System Security with Ensemble Learning

Ali Al Maqousi,Mohammad Alauthman

#Robotic systems #cybersecurity #malware detection #machine learning #ensemble learning #synthetic minority over-sampling technique

A Novel Feature Selection Method Based on Maximum Likelihood Logistic Regression for

Imbalanced Learning in Software Defect Prediction

#Software defect prediction· Machine learning· Class imbalance· Maximum-likelihood logistic regression

A Novel Approach to Maximize G-mean in Nonstationary Data with Recurrent Imbalance

Shifts

#Cost-sensitive algorithms # data stream classification # imbalanced data # online learning # population shift # skewed data stream

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