·686· 智能系统学报 第13卷 31-60. [J].Knowledge and information systems,2007,11(3): [6]YANG Hao,DUAN Lei,DONG Guozhu,et al.Mining 259-286. itemset-based distinguishing sequential patterns with gap [15]DENG Kang,ZAIANE O R.An occurrence based ap- constraint[C]//Proceedings of the 20th International Con- proach to mine emerging sequences[C]//Proceedings of ference on Database Systems for Advanced Applications. the 12th International Conference on Data Warehousing Hanoi,Vietnam,2015:39-54. and Knowledge Discovery.Bilbao,Spain,2010:275-284. [7]杨皓，段磊，胡斌，等.带间隔约束的Top-k对比序列模 [16]YU HH,CHEN Chunhao,TSENG V S.Mining emer- 式挖掘).软件学报，2015,26(11)：2994-3009. 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[13]CHAN S,KAO B,YIP C L,et al.Mining emerging sub- 何增有，男，1976年生.教授，博 土生导师，博士，主要研究方向为数据 strings[C]//Proceedings of 8th International Conference 挖掘、生物信息。获得省部级奖励 on Database Systems for Advanced Applications.Kyoto, 3项。发表国际期刊论文40余篇，据 Japan,2003:119-126. Google Scholar统计，发表的论文被引 [14]JI Xiaonan,BAILEY J,DONG Guozhu.Mining minimal 用2600余次，出版英文学术专著 distinguishing subsequence patterns with gap constraints 1部。31–60. YANG Hao, DUAN Lei, DONG Guozhu, et al. Mining itemset-based distinguishing sequential patterns with gap constraint[C]//Proceedings of the 20th International Con￾ference on Database Systems for Advanced Applications. Hanoi, Vietnam, 2015: 39–54. [6] 杨皓, 段磊, 胡斌, 等. 带间隔约束的 Top-k 对比序列模 式挖掘[J]. 软件学报, 2015, 26(11): 2994–3009. YANG Hao, DUAN Lei, HU Bin, et al. Mining Top-k dis￾tinguishing sequential patterns with gap constraint[J]. Journal of software, 2015, 26(11): 2994–3009. [7] ZHENG Zhigang, WEI Wei, LIU Chunming, et al. An ef￾fective contrast sequential pattern mining approach to tax￾payer behavior analysis[J]. World wide web, 2016, 19(4): 633–651. [8] GHOSH S, FENG Mengling, NGUYEN H, et al. Risk pre￾diction for acute hypotensive patients by using gap con￾strained sequential contrast patterns[J]. AMIA annual sym￾posium proceedings, 2014, 2014: 1748–1757. [9] FOURNIER-VIGER P, TSENG VS. Mining Top-K Non￾redundant association rules[C]//Proceedings of the 20th International Symposium on Foundations of Intelligent Systems. Macau, China, 2012, 7661: 31–40. [10] FOURNIER-VIGER P, TSENG V S. TNS: mining top-k non-redundant sequential rules[C]//Proceedings of the 28th Symposium on Applied Computing. Coimbra, Por￾tugal, 2013: 164–166. [11] KAMEYA Y, SATO T. RP-growth: Top-k mining of rel￾evant patterns with minimum support raising[C]//Proceed￾ings of the 12th SIAM International Conference on Data Mining. Anaheim, USA, 2012: 816–827. [12] CHAN S, KAO B, YIP C L, et al. Mining emerging sub￾strings[C]//Proceedings of 8th International Conference on Database Systems for Advanced Applications. Kyoto, Japan, 2003: 119–126. [13] JI Xiaonan, BAILEY J, DONG Guozhu. Mining minimal distinguishing subsequence patterns with gap constraints [14] [J]. Knowledge and information systems, 2007, 11(3): 259–286. DENG Kang, ZAIANE O R. An occurrence based ap￾proach to mine emerging sequences[C]//Proceedings of the 12th International Conference on Data Warehousing and Knowledge Discovery. Bilbao, Spain, 2010: 275–284. [15] YU H H, CHEN Chunhao, TSENG V S. Mining emer￾ging patterns from time series data with time gap con￾straint[J]. International journal of innovative computing information and control, 2011, 7(9): 5515–5528. [16] WANG Xianming, DUAN Lei, DONG Guozhu, et al. Ef￾ficient mining of density-aware distinguishing sequential patterns with gap constraints[C]//Proceedings of the 19th International Conference on Database Systems for Ad￾vanced Applications. Bali, Indonesia, 2014: 372–387. [17] 作者简介： 江冰，女，1995 年生，硕士研究 生，主要研究方向为数据挖掘和生物 信息。 谷飞洋，男，1991 年生，硕士研究 生，主要研究方向为数据挖掘和生物 信息。 何增有，男，1976 年生，教授，博 士生导师，博士，主要研究方向为数据 挖掘、生物信息。获得省部级奖励 3 项。发表国际期刊论文 40 余篇，据 Google Scholar 统计，发表的论文被引 用 260 0 余次，出版英文学术专著 1 部。 ·686· 智 能 系 统 学 报 第 13 卷