学术论文
1.姜羽, 陈华*,张小刚*, 等. 基于启发式时空图神经网络的多变量时序异常检测. 中国科学: 信息科学, 2023, Early access, doi: 10.1360/SSI-2022-0425.
2.Hua Chen, Yu Jiang, Xiaogang Zhang, et al. Spatio-Temporal graph attention network for
sintering temperature long-range forecasting
in rotary kilns. IEEE Transactions on Industrial Informatics. 2023,19(2):1923-1932.
3. Xiaogang Zhang ,Yanying Lei , Hua Chen* ,et al. Multivariate time-series modeling for forecasting sintering temperature in rotary kilns using DCGNet. IEEE Transactions on Industrial Informatics. 2021,17(7):4635-4645.
4. Hua Chen, Tingting Yan, Xiaogang Zhang*. Burning condition recognition of rotary kiln based on spatiotemporal features of flame video. Energy. 211(2020) 118656.
5. Chou Zhou, Xiaogang Zhang, Hua Chen*. A new robust method for blood vessel segmentation in retinal fundus images based on weighted line detector and hidden Markov model. Computer Methods and Programs in Biomedicine. 187(2020) 105231.
6.Xiaogang Zhang , Dingxiang Wang, Yicong Zhou, Hua Chen*,et.al. Kernel modified optimal margin distribution machine for imbalanced data classification. Pattern Recognition Letters.125(2019) 325-322.
7.Xiaogang Zhang, Lei Zhang, Hua Chen* et al. Prediction of coal feeding during sintering in a rotary kiln based on statistical learning in the phase space. ISA Transactions. 2018,9.
8.Yueping Li, Chunhua Wang, Hua Chen*.A hyper-chaos-based image encryption algorithm using pixel level permutation and bit-level permutation. Optics and Lasers in Engineering.2017(90):238-246.
9.Hua Chen, Xiaogang Zhang*, Pengyu Hong et al. Recognition of the Temperature Condition of a Rotary Kiln Using Dynamic Features of a Series of Blurry Flame Images. IEEE Transactions on Industrial Informatics.2016,12(1):148-157.
10.Xiaogang Zhang, Mingyang Lv, Hua Chen* et al. Chaotic characteristics analysis of the sintering process system with unknown dynamic functions based on phase space reconstruction and chaotic invariables.Nonliear Dynamics. 2018(93):395-412.
11. Qingyu Su, Chunhua Wang, Hua Chen* et al. A new method for generating chaotic system with arbitrary shaped distributed attractors. Chaos. 2018(073106).
12. Cuirong Zhu, Chunhua Wang, Hua Chen* et al. A Novel CMOS CCCII with Wide Tunable Rx and Its Application. Journal of Circuits, Systems, and Computers. 2018(1850198).
科研状况
1.多模态数据驱动的燃煤工况检测关键技术研究。国家自然科学基金面上项目，2023-2026，主持。
2.燃煤烧结工况的鲁棒视觉检测方法研究与应用。国家自然科学基金面上项目，2017-2018，主持；
3.熟料质量稳健检测中的关键技术与并行实现方法研究。 国家自然科学基金青年项目，2013-2015,主持；
4.基于相位一致性的燃煤火焰图像分割和视觉特征提取。湖南省自然科学基金面上项目，2018-2020，主持；
5.青岛杰瑞自动化有效公司，分布式海上环境协同感知软件平台研发。横向，2021-2022。主持；
6.哈尔滨工程大学青岛船舶科技有限公司，面向不均衡样本条件下的机器学习算法开发。横向，2020，主持。
