Amri Napolitano

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 · 1.8K citations

Engineering, Machine Learning, Text Mining +16

Experimental perspectives on learning from imbalanced data

Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano · 2007 · 779 citations

Comprehensive Suite, Engineering, Machine Learning +18

Comparing Boosting and Bagging Techniques With Noisy and Imbalanced Data

Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2010 · 302 citations

Engineering, Machine Learning, Text Mining +16

RUSBoost: Improving classification performance when training data is skewed

Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008 · 292 citations

Skewed Training Data, Data Classification, Present Rusboost +13

Feature Selection with High-Dimensional Imbalanced Data

Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano et al. · 2009 · 196 citations

Data Classification, Engineering, Machine Learning +13