id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
aiti-345	Lu, Chun-Liang; Lin, Tsun-Chen	Improved SVM Classifier Incorporating Adaptive Condensed Instances Based on Hybrid Continuous-Discrete Particle Swarm Optimization	2016	5	.pdf	application/pdf	4256	229	57	Furthermore, we propose the ACI scheme based on the hybrid particle swarm optimization (HPSO) algorithm to simultaneously optimize the condensed instances and SVM kernel parameters for the classification accuracy enhancement. Experiment results show that the proposed framework can achieve better performance than other published methods in literature and provide a simple but subtle strategy to effectively improve the classification accuracy for SVM classifier.	cache/aiti-345.pdf	txt/aiti-345.txt