A smart IoT-based monitoring system in poultry farms using chicken behavioural analysis

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Learning from class-imbalanced data: Review of methods and applications

Yijing Li, Jennifer Shang, Mingyun Gu et al. · Expert Systems with Applications · 2016 · 2.3K citations

Computing, Computer Science, Data Science +12

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Alberto Fernández, Salvador García, Francisco Herrera et al. · Journal of Artificial Intelligence Research · 2018 · 2.1K citations · Full text

Computing, Computer Science, Big Data Analytics +15

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2009 · 1.9K citations

Computing, Computer Science, Data Mining +15

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations

Computing, Computer Science, Data Science +17