Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

Computing, Computer Science, Data Science +17

Training cost-sensitive neural networks with methods addressing the class imbalance problem

Zhi‐Hua Zhou, Xuying Liu · IEEE Transactions on Knowledge and Data Engineering · 2006 · 1.3K citations

Computing, Computer Science, Data Mining +15

Incremental Support Vector Learning for Ordinal Regression

Bin Gu, Victor S. Sheng, Keng Yeow Tay et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 709 citations

Computing, Computer Science, Algorithms +14

A Privacy-Preserving and Copy-Deterrence Content-Based Image Retrieval Scheme in Cloud Computing

Zhihua Xia, Xinhui Wang, Liangao Zhang et al. · IEEE Transactions on Information Forensics and Security · 2016 · 679 citations

Computing, Cloud Computing, Computer Science +17

SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering

José A. Sáez, Julián Luengo, Jerzy Stefanowski et al. · Information Sciences · 2014 · 619 citations

Computing, Computer Science, Machine Learning +16