·904· 智能系统学报 第13卷 rating network topological similarity[J].Molecular 作者简介： biosystems,2016,12(7):22242232 刘晓燕，女，1963年生，副研究 [20]LI Xia,XU Juan,LI Yongsheng.Prioritizing candidate 员，博士，主要研究方向为生物信息 disease miRNAs by topological features in the miRNA- 学、数据挖掘。 target dysregulated network[M]//AZMI A S.Systems Biology in Cancer Research and Drug Discovery.Nether- lands:Springer,2012:289-306. [21]JIANG Qinghua,WANG Guohua,JIN Shuilin,et al.Pre- dicting human microRNA-disease associations based on 陈希，男，1995年生，硕土研究 support vector machine[J].International journal of data 生，主要研究方向为生物信息学。 mining and bioinformatics,2013,8(3):282-293. [22]CHEN Xing,YAN Guiying.Semi-supervised learning for potential human microRNA-disease associations infer- ence[J].Scientific reports,2014,4:5501. [23]SHEN Zhen,ZHANG Youhua,HAN K,et al.miRNA- 郭茂祖.男，1966年生.教授，博 disease association prediction with collaborative matrix 土生导师，博土，主要研究方向为机器 factorization[J].Complexity,2017,2017:2498957. 学习、智慧城市、生物信息学。 [24]WANG Dong,WANG Juan,LU Ming,et al.Inferring the human microRNA functional similarity and functional network based on microRNA-associated diseases[J]. Bioinformatics,2010,26(13):1644-1650.rating network topological similarity[J]. Molecular biosystems, 2016, 12(7): 2224–2232. LI Xia, XU Juan, LI Yongsheng. Prioritizing candidate disease miRNAs by topological features in the miRNA￾target dysregulated network[M]//AZMI A S. Systems Biology in Cancer Research and Drug Discovery. Nether￾lands: Springer, 2012: 289–306. [20] JIANG Qinghua, WANG Guohua, JIN Shuilin, et al. Pre￾dicting human microRNA-disease associations based on support vector machine[J]. International journal of data mining and bioinformatics, 2013, 8(3): 282–293. [21] CHEN Xing, YAN Guiying. Semi-supervised learning for potential human microRNA-disease associations infer￾ence[J]. Scientific reports, 2014, 4: 5501. [22] SHEN Zhen, ZHANG Youhua, HAN K, et al. miRNA￾disease association prediction with collaborative matrix factorization[J]. Complexity, 2017, 2017: 2498957. [23] WANG Dong, WANG Juan, LU Ming, et al. Inferring the human microRNA functional similarity and functional network based on microRNA-associated diseases[J]. Bioinformatics, 2010, 26(13): 1644–1650. [24] 作者简介： 刘晓燕，女，1963 年生，副研究 员，博士，主要研究方向为生物信息 学、数据挖掘。 陈希，男，1995 年生，硕士研究 生，主要研究方向为生物信息学。 郭茂祖，男，1966 年生，教授，博 士生导师，博士，主要研究方向为机器 学习、智慧城市、生物信息学。 ·904· 智 能 系 统 学 报 第 13 卷