简介

张莉,博士 ,女,现为东北大学软件学院讲师。2012年获东北大学计算机应用专业博士学位。分别于2012年、2018年赴爱尔兰都柏林大学(DCU)和美国麻省大学达特茅斯分校(UMass)做访问学者。

主要研究方向:机器学习、文本处理、服务计算及应用,云计算及应用,海量数据计算。

硕士招生

从事上述研究方向的研究或助研,包括理论推导、实验验证和原型开发等研究工作;

科研成果

论文

• Zhang L , Xing L , Liu A , et al. Multivalued Decision Diagrams-based Trust Level Analysis for Social Networks[J]. IEEE Access, 2019, PP(99):1-1.

• Zhang L, Zhang Y, Jamshidi P, et al. Service workload patterns for Qos-driven cloud resource management[J]. Journal of Cloud Computing, 2015, 4(1): 1-21.

•  Zhang, Li and Fowley, Frank and Pahl, Claus (2014) A Template Description Framework for Services as a Utility for Cloud Brokerage. In: International Conference on Cloud Computing and Services Science CLOSER'2014. 2014 .

• L. Zhang, Y. Zhang, P. Jamshidi, L. Xu, C. Pahl (2014) Workload Patterns for Quality-driven Dynamic Cloud Service Configuration and Auto-Scaling 7th IEEE/ACM Conference on Utility and Cloud Computing UCC'14 2014

• Fowley, Frank and Pahl, Claus and Zhang, Li (2014) Cloud Service Brokerage: A Conceptual Ontology-Based Service Description Framework. In: Ramanathan , Raja and Raja, Kirtana, (eds.) Handbook of Research on Architectural Trends in Service-Driven Computing. IGI. 2014.

• Xu, Lei and Zhang, Li and Lakew, Ewnetu and Pahl, Claus (2014) Resource State Monitoring of Service Transactions in Cloud Systems. IEEE 11th International Conference on Services Computing (SCC 2014). 2014.

• Zhang, Li; Zhang, Bin; Pahl, Claus; Xu, Lei; Zhu, Zhiliang
. Personalized Quality Prediction for Dynamic Service
Management based on Invocation Patterns, ICSOC 2013, Berlin.

 张莉 , 张斌 , 那俊 , 朱志良 .Web 服务调用特征模式的 DBSCAN 提取算法 , 小型微型计算机系统 ,2013, 34(2):293-297.

• 张莉 , 张斌 , 黄利萍 , 朱志良. 基于服务调用特征模式的个性化Web服务QoS预测方法, 计算机研究与发展, 2013,50(5):1066-1075.EI:20132216383969

• Li Zhang, Xiao Liu, Jie Song, Cathal Gurrin, Zhiliang Zhu. A Comprehensive Study of Bluetooth Fingerprinting-based Algorithms For Localization,27th International Conference on Advanced Information Networking and Applications Workshops, Barcelona,Spain: 2013,300-305. EI:13615106

• C. Pahl, L. Zhang, F. Fowley. A Look at Cloud Architecture Interoperability through Standards. The Fourth International Conference on Cloud Computing, Grids and Virtualization - CLOUD COMPUTING 2013. Valencia, Spain. May/June 2013

• C. Pahl, L. Zhang, F. Fowley. Interoperability Standards for Cloud Architecture. Intl. Conference on Cloud Computing and Services Science Closer'13. 2013

• Frank Fowley, Claus Pahl, Li Zhang. A Comparison Framework and Review of Service Brokerage Solutions for Cloud Architectures. 1st International Workshop on Cloud Service Brokerage (CSB 2013) Springer 2013

• Human Activity Recognition based on Triaxial Accelerometer

•  张莉 , 张斌 , 黄利萍 , 朱志良 . 预测 Web QoS 的协作过滤算法 [J], 东北大学学报(自然科学版), 2011 , 32(2):202-206. (EI/20111313874467).

Zhang Li , Zhang Bin, Na Jun, Huang Li-Ping. An Approach for web service QoS prediction based on service using information[C], Proceedings of International Conference on Service Sciences(ICSS2010) , Hangzhou , China :IEEE Computer Society,2010: 324-328. (EI/20103013102016).

•  Zhang Li , Zhang Bin, Liu Ying, Zhu Zhi-Liang. A Web Service QoS Prediction Approach Based on Collaborative Filtering[ C] , Proceedings of the 2010 IEEE Asia-Pacific Services Computing Conference(APSCC2010), Hangzhou , China : IEEE Compuer Society, 2010, 725-731 . (EI/20111113740250).

•  第三作者 . 一种支持软件服务持续优化运行的服务环境模型 [J], 东北大学学报(自然科学版),录用待发表 .

•  第三作者 . Long-term benefit driven adaptation in service-based software systems [C], Proceedings of IEEE International Conference on Web Services (ICWS 2011), Washington D C: IEEE Computer Society, 2011, 572-597.

项目

1. 装发项目:文本智能生成及检测技术研究,2020-2021, 100万;

2.国家自然科学基金青年基金:大数据环境下基于动态数据模型的时效数据分析关键技术研究,2015-2017,25万;

2.教育部项目基本科研业务费项目青年教师科研启动基金:面向海量执行信息的个性化云服务分级方法研究,2014-2015,9万。

专利

1. 张莉;杨光明;马晶莹,一种基于决策树的流数据分类方法,专利号:2019102381763;专利权人:东北大学 ;

2. 张斌;张莉;那俊;高岩;黄利萍,基于协同过滤的组合服务备选服务集生成系统及方法,专利号:201110066547.80 ;专利权人:东北大学 ;申请时间:2011.3.18 公示时间:2011.7.20;授权时间:2013.3.12

3. 张莉,郭昆,杨乐游,一种基于Apriori算法的数据缓存方法,专利号:CN201410214776.3 ;专利权人:东北大学 ;申请时间:2014.05.20 公示时间:2014.08.20 授权时间:2017.02.22