个人简述:

广东省本科高校计算机类专业教学指导委员会委员、广东电子政务大数据专家、广东省综合改革发展研究院专家委员会专家

科研工作:

学术论文：[1]Xiaoyong Liu. Optimization design on fractional order PID controller based on adaptive particle swarm optimization algorithm [J]. Nonlinear Dynamics. 2016, 84(1): 379-386.[2] Xiaoyong Liu. Support Vector Machine with Ensemble Tree Kernel for Relation Extraction[J]. Computational intelligence and neuroscience, 2016, http://dx.doi.org/10.1155/2016/8495754.[3] Xiaoyong Liu, Hui Fu, Weiwei Lin. A Modified Support Vector Machine Model for Credit Scoring [J]. International Journal of Computational Intelligence Systems. 2010,3(6): 797-803.[4] 一种基于树核函数的半监督关系抽取方法研究[J]. 山东大学学报(工学版), 2015,02:22-26..[5] 刘晓勇, 付辉. 基于启发式蚁群算法的VRP问题研究[J]. 计算机工程与应用, 2011,47(32):246-248.