T. Jebarajan , S. Arumugam , M.C. Loraine Charlet Annie , D.C. Joy Winnie Wise , Neuro-Fuzzy Approach for Pattern Recognition, International Journal of Soft Computing, Volume 3,Issue 4, 2008, Pages 288-292, ISSN 1816-9503, ijscomp.2008.288.292, (https://makhillpublications.co/view-article.php?doi=ijscomp.2008.288.292) Abstract: An efficient and robust Pattern recognition algorithm is proposed in this study. The study makes an analysis on the popular classification and recognition algorithms, understanding their drawbacks adds features to the Fuzzy C-means classification algorithm, employs a feature extraction algorithm using wavelet and a hierarchical matching strategy in the recognition phase so as to accelerate matching process. Keywords: Clustering;matching;objects;pattern recognition;fuzzy;c-means;k-means