id: 05582309 dt: j an: 05582309 au: Wu, Zongliang; Dou, Heng ti: New sparse least squares support vector machine algorithm. so: J. Comput. Appl. 29, No. 6, 1559-1562 (2009). py: 2009 pu: Science Press, Beijing la: ZH cc: ut: sparsification; radar range profile ci: li: doi:10.3724/SP.J.1087.2009.01559 ab: Summary: The recognition rate of the least squares support vector machine sparse algorithm rapidly decreases with the reduction of training samples when dealing with some pattern recognition issues. To overcome such a shortage, a new sparse algorithm is proposed. The method is applied to radar range profile’s recognition. Experimental results show its validity. rv: