个人简介
忽丽莎,女,汉族,1986年12月生,2017年毕业于中国科学院计算技术研究所泛在计算系统研究中心,获计算机应用技术专业工学博士学位,讲师,硕士研究生导师。现任中国计算机学会(CCF)石家庄分部秘书长、CCF普适计算专业委员会委员、CCF青年工作委员会委员。截至到目前为止,已在IEEE Trans. Knowledge and Data Engineering (TKDE)、Pattern Recognition (PR)、Information Sciences、Pattern Recognition Letters (PRL)、Pervasive and Mobile Computing (PMC)等国际期刊与UbiComp, PerCom, UIC, ICDM, IJCNN, PRICAI等国际会议上发表与合作发表学术论文30余篇(第一作者论文8篇),授权国家发明专利4项。
讲授课程:
算法分析与设计、智能优化算法、Java EE架构与应用、Java语言程序设计、软件测试
研究方向:软件工程与服务计算、数据科学与大数据计算
科研项目:
1.可穿戴用户行为个性化感知方法研究,河北省自然科学基金项目,2019.01 - 2021.12,负责人.
发表论文:
忽丽莎,王素贞,陈益强,高晨龙,胡春雨,蒋鑫龙,陈振宇,高兴宇,基于可穿戴设备的跌倒检测算法综述[J].浙江大学学报(工学版), 2018, 52(9): 1717-1728.
忽丽莎,王素贞,陈益强,胡春雨,蒋鑫龙,陈振宇,高兴宇,基于目标均衡度量的核增量学习跌倒检测方法[J].计算机应用, 2018, 38(4): 928-934
Lisha Hu, Yiqiang Chen, Jindong Wang, Chunyu Hu, Xinlong Jiang, OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition[J]. International Journal of Machine Learning and Cybernetics (IJMLC), 2018, 9(9): 1577-1590.
Lisha Hu, Yiqiang Chen, Shuangquan Wang, Jindong Wang, Jianfei Shen, Xinlong Jiang, Zhiqi Shen, Less annotation on personalized activity recognition using context data[C]. IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), 2016: 327-332.
Lisha Hu, Yiqiang Chen, Shuangquan Wang, Zhenyu Chen, b-COELM: A fast, lightweight and accurate activity recognition model for mini-wearable devices[J]. Pervasive and Mobile Computing (PMC), 2014, 15: 200-214.
Lisha Hu, A lightweight and low-power activity recognition system for mini-wearable devices[C]. Ph.D. Forum in IEEE International Conference on Pervasive Computing and Communications (PerCom), 2014: 166-167.
Lisha Hu, Shuxia Lu, Xizhao Wang, A new and informative active learning approach for support vector machine[J]. Information Sciences, 2013, 244: 142-160.
Lisha Hu, Yiqiang Chen, Shuangquan Wang, Liping Jia, A nonintrusive and single-point infrastructure-mediated sensing approach for water-use activity recognition[C]. IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2013: 2120-2126.
授权专利
陈益强,忽丽莎,高晨龙,谢涛,沈建飞,一种基于层次分类的可穿戴跌倒检测方法及系统,授权公告号CN106875630B
陈益强,忽丽莎,谷洋,王晋东,王双全, 一种交通模式行为识别方法及相应的识别模型构建方法,授权公告号CN105447504B
陈益强,魏代华,忽丽莎,蒋鑫龙,一种普适化的睡眠质量测评方法和系统,授权公告号CN107007263B
陈益强,陈振宇,沈建飞,蒋鑫龙,忽丽莎,王双全,一种跌倒检测模型构建方法及相应的跌倒检测方法和装置,授权公告号CN105310696B