ISSUES IN MINING IMBALANCED DATA SETS - A REVIEW PAPER
Visa Sofa, Ralescu Anca · 2005
This paper traces some of the recent progress in the field of learning of imbalanced data. It reviews approaches adopted for this problem and it identifies challenges and points out future directions in this relatively new field.