Alternative Approaches and Algorithms for Classification

In this work, four alternative algorithms for Classification/ Discrimination are described which we have developed recently. These are believed to have several advantages over the previous ones via the introduction of a new concept, Centers of Masses for classes, and new cost functions which enforce clustering of different classes more explicitly compared to the previous approaches.