個人信息

曹陽，BETVLCTOR伟德官方网站講師，畢業于北京工業大學，計算機科學與技術專業，研究生學曆，工學博士學位。主要從事時空數據存儲與分析、智能優化、機器學習、網絡空間安全等研究。博士期間參與國家重點研發計劃項目、國家自然科學基金項目、北京市自然科學基金市教委重點項目等多項科研課題。在國内外重要學術期刊發表論文10餘篇，其中SCI期刊檢索論文4篇、EI期刊檢索論文3篇、EI國際會議檢索論文2篇。

研究領域

主要研究方向為時空數據挖掘、智能優化、機器學習、網絡空間安全等領域。

代表性論文

共發表論文16篇，其中近年來有代表性的論文如下：

[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.

授權專利

[1] 一種基于多樣性和比例特性的關鍵詞檢索方法，發明專利，2018，排名3.

科研項目

[1]北京市社會科學基金青年項目：數字經濟背景下北京智慧物流數據共享服務模式研究，主持，2022-2024.

[2]北京市教委科研計劃一般項目：雲環境下基于容錯性的物流機器人任務分配模型研究，主持，2021-2023.

[3]校級青年科研基金項目：面向智能物流的多源異構數據融合模型研究，主持，2019-2021.