Abstract: We combine convex technique and SOM to design an algorithm for closed principle curves, which can learn gradually to draw out ＇ center line＇ for outside boundary cloud of bounded connected domain in plane as an ＇ approximate＇ boundary. It solves the probl

Key words: Convex hull, Vector quantizer, Mining concave points, Principle curves