In this paper we propose the use of one of the latest swarm intelligence algorithms, the fireworks algorithm, for the support vector machine parameters tuning. We tested our approach on standard MNIST base of handwritten images and with selected set of simple features we obtained better results ...
Romana Capor-Hrosik cMilan Tuba dProcedia Computer ScienceE. Tuba, I. Ribic, R. Capor-Hrosik, and M. Tuba, "Support vector machine optimized by elephant herding algorithm for erythemato-squamous dis- eases detection," Procedia Computer Science, vol. 122, pp. 916-923, 2017....