个人信息

曹阳，北京物资学院信息学院讲师，毕业于北京工业大学，计算机科学与技术专业，研究生学历，工学博士学位。主要从事时空数据存储与分析、智能优化、机器学习、网络空间安全等研究。博士期间参与国家重点研发计划项目、国家自然科学基金项目、北京市自然科学基金市教委重点项目等多项科研课题。在国内外重要学术期刊发表论文10余篇，其中SCI期刊检索论文4篇、EI期刊检索论文3篇、EI国际会议检索论文2篇。

研究领域

主要研究方向为时空数据挖掘、智能优化、机器学习、网络空间安全等领域。

代表性论文

共发表论文16篇，其中近年来有代表性的论文如下：

[1] Yang Cao, Detian Liu, Qizheng Yin, Fei Xue, Hengliang Tang. MSASGCN : Multi-Head Self-Attention Spatiotemporal Graph Convolutional Network for Traffic Flow Forecasting, Journal of Advanced Transportation, 2022, 2022: 1-15.

[2] Yang Cao, Li Zhou, Fei Xue. An improved NSGA-II with dimension perturbation and density estimation for multi-objective DV-Hop localisation algorithm, International Journal of Bio-Inspired Computation, 2021, 17(2): 121-130.

[3] Yang Cao, Fei Xue, Yuanying Chi, Zhiming Ding, Limin Guo, Zhi Cai, Hengliang Tang. Effective spatio-temporal semantic trajectory generation for similar pattern group identification. International Journal of Machine Learning and Cybernetics, 2020, 11(2): 287-300.

[4] Yang Cao, Zhiming Ding, Fei Xue, Xiaotao Rong. An improved twin support vector machine based on multi-objective cuckoo search for software defect prediction. International Journal of Bio-Inspired Computation, 2018, 11(4): 282-291.

[5] Yang Cao, Zhi Cai, Fei Xue, Tong Li, Zhiming Ding. Semantic trajectory based behavior generation for groups identification. KSII Transactions on Internet and Information Systems, 2018, 12(12): 5782-5799.

[6] Yang Cao, Zhiming Ding, Fujie Ren, Limin Guo. Efficient multi-vehicle navigation based on trajectory vector features considering non-uniform destination distribution for emergency evacuation. International Journal of Wireless and Mobile Computing, 2019, 16(3): 195-203.

[7] Yang Cao, Yunfei Si, Zhi Cai, Zhiming Ding. Mining spatio-temporal semantic trajectory for groups identification. IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2018, 308-313.

[8] Zhihua Cui, Yang Cao, Xingjuan Cai, Jianghui Cai, Jinjun Chen. Optimal LEACH protocol with modified bat algorithm for big data sensing systems in Internet of Things. Journal of Parallel and Distributed Computing, 2019, 132: 217-229.

[9] Zhihua Cui, Yang Cao, Feixiang Li, Zhuanghua Zhu. Changing range bat algorithm for RNA secondary structure prediction, Journal of Computational and Theoretical Nanoscience, 2015, 12(8): 1968-1971.

[10]Zhiming Ding, Yang Cao, Yuanying Chi, Xuyang Li, Rui Yao, Limin Guo. An effective emergency logistics scheduling model based on multi-objective optimization algorithms. Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience, 2018, 10.

授权专利

[1] 一种基于多样性和比例特性的关键词检索方法，发明专利，2018，排名3.

科研项目

[1]北京市社会科学基金青年项目：数字经济背景下北京智慧物流数据共享服务模式研究，主持，2022-2024.

[2]北京市教委科研计划一般项目：云环境下基于容错性的物流机器人任务分配模型研究，主持，2021-2023.

[3]校级青年科研基金项目：面向智能物流的多源异构数据融合模型研究，主持，2019-2021.