周凯波
教授 博士生导师
所属大学: 华中科技大学
所属学院: 人工智能与自动化学院
个人简介
教育经历 1991.9 - 1995.9:华中理工大学,本科毕业,获学士学位。 1995.9 - 1998.6:华中理工大学,研究生毕业,获硕士学位。 1998.9 - 2003.6:华中科技大学,研究生毕业,获博士学位。 工作经历 1998.6 - 2000.12:华中科技大学自控系,担任助教。 2000.6 - 2005.11:华中科技大学控制系,担任讲师。 2003.7 - 2006.6:华中科技大学管理学院,从事博士后研究工作。 2005.11 - 2019.11:华中科技大学,先后在控制系、自动化学院、人工智能与自动化学院,担任副教授。 2009.10 - 2010.11:美国休斯敦大学,担任访问学者。 2019.11 - 至今:华中科技大学人工智能与自动化学院,担任教授。
研究领域
水下无人系统 智能集成系统 人工智能与机器学习 信息感知与处理
学术兼职
担任 ISA-Transactions, Meas. Sci. and Tech., Knowledge-Based System, Sensors, J of Petro. Sci. and Eng等期刊评审人
近期论文
[1] C. Yang, J. Liu, K. Zhou and X. Jiang, "Semi-supervised machine fault diagnosis fusing unsupervised graph contrastive learning," in IEEE Transactions on Industrial Informatics, 2022, doi: 10.1109/TII.2022.3220847..IEEE TII, [2] K. Zhou, C. Yang, J. Liu and Q. Xu, "Dynamic Graph-Based Feature Learning With Few Edges Considering Noisy Samples for Rotating Machinery Fault Diagnosis," in IEEE Transactions on Industrial Electronics, vol. 69, no. 10, pp. 10595-10604, Oct. 2022, doi: 10.1109/TIE.2021.3121748.. [3] Shangyuan Li, Kaibo Zhou, Luanxiao Zhao, Qi Xu, Jie Liu*. An improved lithology identification approach based on representation enhancement by logging feature decomposition, selection and transformation. Journal of Petroleum Science and Engineering, 2022, 209:109842.[J]. [4] Zhou Kaibo, Li Shangyuan, Liu Jie, Zhou Xiang, Geng Zhexian. Sequential data-driven cross-domain lithology identification under logging data distribution discrepancy [J]. Measurement Science And Technology, 2021,32(12):125122. [5] Xiaoyong Yang, Qianxing Wei, Changhe Zhang, Kaibo Zhou, Li Kong, Weiwei Jiang. Colon Polyp Detection and Segmentation Based on Improved MRCNN. IEEE Transactions on Instrumentation and Measurement, 2021, 70:1-10. doi: 10.1109/TIM.2020.3038011.. [6] Kaibo Zhou,Shangyuan Li, Xiang Zhou, Yangxiang Hu, Changhe Zhang, JieLiu. Data-driven prediction and analysis method for nanoparticle transport behavior in porous media. 2021,172:108869.. [7] Kaibo Zhou, Zhixin Zhang, Jie Liu, Zhongxu Hu, Xiaokun Duan, Qi Xu. Anode effect prediction based on a singular value thresholding and extreme gradient boosting approach[J]. Measurement Science and Technology, 2019, 30(1).. [8] Kaibo Zhou, Shuo Zhang, Zhen Huang, Jianyu Zhang. An improved TSVD-GCV inversion algorithm of pore size distribution in time-domain induced polarization using migration Hankel matrix[J]. Journal of Petroleum Science and Engineering, 2019.. [9] Kaibo Zhou, Zhixin Zhang, Changxin Gao, Jie Liu. Rotated Feature Network for Multiorientation Object Detection of Remote-Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters, 2020: 1-5.. [10] Kaibo Zhou, Yangxiang Hu, Hao Pan, Li Kong, Jie Liu, Zhen Huang, Tao Chen. Fast prediction of reservoir permeability based on embedded feature selection and LightGBM using direct logging data[J]. Measurement Science and Technology, 2020, 31(4):045101..