A MapReduce approach to diminish imbalance parameters for big deoxyribonucleic acid dataset

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

MapReduce

Sanjay Ghemawat · Communications of the ACM · 2008 · 18.5K citations · Full text

Computing, Computer Science, Computer Systems +17

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

The self-organizing map

Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.2K citations

Computing, Computer Science, Neuroscience +14

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das et al. · 2012 · 3.6K citations

Computing, Computer Science, Computer Systems +15