A hybrid cluster-borderline SMOTE method for imbalanced data of rock groutability classification

Grey Wolf Optimizer

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Seyed Mohammad Mirjalili et al. · Advances in Engineering Software · 2014 · 18.4K citations · Full text

A study of the behavior of several methods for balancing machine learning training data

Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations

Computing, Computer Science, Data Mining +10

The shear strength of rock joints in theory and practice

Nick Barton, Vishnu D. Choubey · Rock Mechanics and Rock Engineering · 1977 · 2.9K citations

Engineering, Civil Engineering, Materials Engineering +14

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

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

Georgios Douzas, Fernando Bação, Felix Last · Information Sciences · 2018 · 1.2K citations · Full text

Computing, Data Science, Data Mining +11