| 学术论文： |
1.mingyang liu, shengsheng wang. an improved method for eliminating false matches in content-based video copy detection system. journal of computational and theoretical nanosciene, 2015. 2.liu, mingyang , m. qu , and b. zhao . "research and citation analysis of data mining technology based on bayes algorithm." mobile networks & applications 22.3(2017):418-426.（sci） 3.mingyang liu, shufen liu, xiaoyan wang, ming qu, changhong hu. “semantic searching and recommendation in knowledge domain inspired by an improved ant colony algorithm ”. journal of bionic engineering, vol.4,pp. 532-540,2013. (sci：244ae)
4.changhong hu, shufen liu, mingyang liu. “kds_clu: clustering defects in system based on condition characters”. sensor letters, 2013(sci:ah1hr)
5.changhong hu, shufen liu, mingyang liu. “kam_crk: clustering and ranking knowledge for reasonable results based on behaviors and contexts”. mathematical problems in engineering, 2013. (sci：162lz)
6.mingyagn liu, shufen liu, changhong hu, ramanda reddy, sumitra reddy. personalized search based on context-centric model. journal of networks, 8(7), pp. 1551-1557,2013.（ei：20133116560149） |
