This document lists the most cited articles from the International Journal on Soft Computing (IJSC) between 2010-2012. It provides the article titles, authors, publication details including volume, issue and page numbers, and digital object identifiers for the top cited papers each year. The journal focuses on soft computing techniques including neural networks, fuzzy systems, evolutionary computation and other nature-inspired computing approaches.