近五年代表性论著:
(1)《低压电器虚拟样机仿真技术》,第一作者,科学出版社,978-7-03-052894-0,2017-07出版
(2)《现场总线与工业以太网应用》,第二作者,科学出版社,978-7-03-047539-8,2016-01出版
(3)《可靠性工程与故障诊断技术》,主要作者,科学出版社,978-7-03-050311-4,2016-01出版
(4)《区块链+:如何改变我们的世界和生活》,主要作者,中国科学技术出版社,978-7-50-468649-7,2020-06出版
(5)《道岔故障智能诊断》,第一作者,科学出版社 ,978-7-03-071857-0,2022-05出版
近5年部分发表SCI论文:
(1) Huang, S., Tan, Q., Zhang, Z., Fan, Q., Zhang, Y., & Li, X. (2024). Trusted Perception Method for Traffic Signs That Are Physically Attacked. Transportation Research Record, 0(0). https://doi.org/10.1177/03611981241242371
(2)Huang S, Fan Q, Zhang Z, Liu X, Song G, Qin J. Segment Shards: Cross-Prompt Adversarial Attacks against the Segment Anything Model. Applied Sciences. 2024; 14(8):3312. https://doi.org/10.3390/app14083312
(3)Zhaoxin Zhang, Shize Huang, Xiaowen Liu, Qianhui Fan, Decun Dong. Adversarial attack on human pose estimation network. Journal of Electronic Imaging, 2024. DOI: https://doi.org/10.1117/1.JEI.33.1.013052
(4) Bingjie Zhang, Shize Huang*, Lei Zhang, Xiaowen Liu, Guanqun Song, Jinzhe Qin, Man Li. Method of Railway Shunting Operation Sheet Information Extraction Guided by Table Header. IET Intelligent Transport Systems, 2022. DOI: https://doi.org/10.1049/itr2.12213
(5) Shize Huang, Guanqun Song, Wei Chen*, Jinzhe Qin, Xiaowen Liu, Bingjie Zhang, Zhaoxin Zhang. Time Series-Based Detection on Tailgating Fare Evasions Using Human Pose Estimation. Journal of Transportation Engineering, 2022. DOI: https://doi.org/10.1061/JTEPBS.0000676
(6) Zhaoxin Zhang, Shize Huang*, Xiaowen Liu, Bingjie Zhang, Decun Dong. Adversarial Attacks on YOLACT Instance Segmentation. Computers & Security, 2022. DOI: https://doi.org/10.1016/j.cose.2022.102682
(7) Shize Huang, Xiaowen Liu, Wei Chen*, Guanqun Song, Zhaoxin Zhang, Lingyu Yang, Bingjie Zhang. A Detection Method of Individual Fare Evasion Behaviours on Metros Based on Skeleton Sequence and Time Series. Information Sciences, 2022. (中科院一区) DOI: https://doi.org/10.1016/j.ins.2021.12.088
(8) Shize Huang*, Bingjie Zhang, Lei Zhang, Xingying Li, Xiaolei Xu, Jingmin Lin. Rail Defect Recognition Based on Waveform Subtraction and Rule Base. Journal of Performance of Constructed Facilities, 2021. DOI: https://doi.org/10.1061/(ASCE)CF.1943-5509.0001684
(9) Shize Huang, Lingyu Yang, Xiaolu Yang*, Xinghua Li, Fei Gao. A Decentralized ETC Architecture Based on Blockchain Technology. Journal of Advanced Transportation, 2021. DOI: https://doi.org/10.1155/2021/8848697
(10) Shize Huang, Xiaowen Liu, Xiaolu Yang*, Zhaoxin Zhang. An Improved ShapeShifter Method of Generating Adversarial Examples for Physical Attacks on Stop Signs Against Faster R-CNNs. Computers & Security, 2020. DOI: https://doi.org/10.1016/j.cose.2020.102120
(11) Shize Huang, Lingyu Yang*, Wei Chen, Ting Tao. A Specific Perspective: Subway Driver Behaviour Recognition Using CNN and Time-Series Diagram. IET Intelligent Transport Systems, 2021. DOI: https://doi.org/10.1049/itr2.12032
(12) Ting Tao, Decun Dong, Shize Huang*, Wei Chen, Lingyu Yang. Object Detection-Based License Plate Localization and Recognition in Complex Environments. Transportation Research Record, 2020. DOI: https://doi.org/10.1177/0361198120954202
(13) Shize Huang, Wei Chen, Bo Sun*, Ting Tao, Lingyu Yang. Arc Detection and Recognition in Pantograph-Catenary System based on Multi-information Fusion. Transportation Research Record, 2020. DOI: https://doi.org/10.1177/0361198120937964
(14) Shize Huang, Xiaowen Liu, Xiaolu Yang* , Zhaoxin Zhang, Lingyu Yang. Two Improved Methods of Generating Adversarial Examples Against Faster R-CNNs for Tram Environment Perception Systems. Complexity, 2020. DOI: https://doi.org/10.1155/2020/6814263
(15) Shize Huang*, Lingyu Yang, Wei Chen, Fan Zhang. Turnout Fault Diagnosis Based on CNN with Self-Generated Samples. Journal of Transportation Engineering, 2020. DOI: https://doi.org/10.1061/JTEPBS.0000432
(16) Ting Tao, Decun Dong, Shize Huang*, Wei Chen. Gap Detection of Switch Machine in Complex Environment Based on Object Detection and Image Processing. Journal of Transportation Engineering, 2020. DOI: https://doi.org/0.1061/JTEPBS.0000406
(17) Shize Huang, Yachan Zhai*, Miaomiao Zhang, Xiaoxue Hou. Arc Detection and Recognition in Pantograph-Catenary System based on Convolutional Neural Network. Information Sciences, 2019. (中科院一区) DOI: https://doi.org/10.1016/j.ins.2019.06.006
(18) Shize Huang, Fan Zhang, Yue Liu*, Qiyi Guo. A Dynamic Simulation of the Circuit Breaking Electromagnetic System with a Drive Circuit. Advances in Mechanical Engineering, 2019. DOI: https://doi.org/10.1177/1687814019828564
(19) Shize Huang, Xiaolu Yang, Ling Wang*, Wei Chen, Fan Zhang, Decun Dong. Two-Stage Turnout Fault Diagnosis Based on Similarity Function and Fuzzy C-Means. Advances in Mechanical Engineering, 2018. DOI: https://doi.org/10.1177/1687814018811402
(20) Shize Huang, Wei Chen, Rongjie Yu*, Xiaolu Yang, Decun Dong. Predicting Pedestrian Counts for Crossing Scenario Based on Fused Infrared-Visual Videos. Journal of Advanced Transportation, 2018. DOI: https://doi.org/10.1155/2018/8703576
(21) Shize Huang*, Fan Zhang, Qiyi Guo, Decun Dong. Synchronous Control System Based on Wireless Data Transmission for 50,000-t Heavy Haul Trains. Advances in Mechanical Engineering, 2018. DOI: https://doi.org/10.1177/1687814018784827
(22) Shize Huang*, Liangliang Yu, Fan Zhang, Wei Zhu, Qiyi Guo. Cluster Analysis Based Arc Detection in Pantograph-Catenary System. Journal of Advanced Transportation, 2018. DOI: https://doi.org/10.1155/2018/1329265
(23) Wenjing Lu, Shize Huang, Ling Miao, Mingxian Liu, Dazhang Zhu, Liangchun Li, Hui Duan, Zijie Xu, Lihua Gan*. Synthesis of MnO2/N-Doped Ultramicroporous Carbon Nanospheres for High-Performance Supercapacitor Electrodes. CHINESE CHEMICAL LETTERS, 2017. DOI: https://doi.org/10.1016/j.cclet.2017.04.007
(24) Shize Huang, Fan Zhang, Rongjie Yu*, Wei Chen, Fei Hu, Decun Dong. Turnout Fault Diagnosis Through Dynamic Time Warping and Signal Normalization. Journal of Advanced Transportation, 2017. DOI: https://doi.org/10.1155/2017/3192967
部分授权发明专利:
(1)黄世泽、杨玲玉、张肇鑫、陈威、陶婷,基于深度学习的无样本道岔故障诊断方法,2024/02/02,ZL 2020 1 0508456.4
(2)黄世泽、杨玲玉、张肇鑫、陈威,一种基于卷积神经网络和时间序列图的司机行为识别方法,2023/03/17,ZL 202010297514.3
(3)黄世泽、杨晓璐、陈威、王玲,一种基于聚类的转辙机故障识别方法,2023/01/17,ZL 201811304829.5
(4)黄世泽、陶婷、陈威、杨晓璐、杨志丹,基于目标检测和图像处理的转辙机缺口检测方法,2023/01/10,ZL 201910439304.0
(5)黄世泽、杨玲玉、张肇鑫,一种道岔动作电流曲线预测方法及其故障判别方法,2022/06/07,ZL 202010639960.8
(6)黄世泽、杨晓璐、陈威、柳悦、张帆、董德存,道岔动作参考曲线选取方法及其应用,2021/12/14,ZL 201711399937.0
(7)黄世泽、张帆、杨晓璐、陈威、翟亚婵,一种信号机故障识别方法,2021/6/21,ZL 201810126367.6
(8)黄世泽、余亮亮、陈威、郭其一,一种基于弓网视频的动车组运营环境感知方法,2021/5/27,ZL 201810285873.X
(9)黄世泽、张帆、陈威、余亮亮,一种道岔故障识别方法,2020/6/19,ZL 201710341307.1
(10)黄世泽、张帆、陈威、杨晓璐、董德存,道岔动作曲线模板选取方法及其应用,2019/11/5,ZL 201711401723.2
(11)黄世泽、翟亚婵、董德存、张帆,一种道岔故障预测方法,2018/10/26,ZL 201710375981.1
(12)黄世泽、郭其一、许慧、周建国、沈海荣,基于GPRS通信的配电自动化系统,2018/10/26,ZL 201510431368.8
(13)黄世泽、朱谅、陆勇健、杨佰传、屠瑜权、屠旭慰,一种低压电器触点动作时间及同步特性的测量装置,2018/7/27,ZL 201510002706.6
(14)黄世泽、郭其一、陈聪、许慧、李凡璋,接触器仿真优化设计分析系统,2018/2/9,ZL 201410642023.2
(15)黄世泽、郭其一、李凡璋、陈聪、许慧,一种基于遗传算法和ANSYS仿真的磁通变换器的优化设计方法,2017/8/25,ZL 201410659057.2
(16)黄世泽、郭其一、许慧、李凡璋、陈聪,一种多总线能源监测管理系统,2017/9/26,ZL 201410659459.2
(17)黄世泽、郭其一,一种电流互感器二次电流补偿方法,2015/4/29,ZL 201210334800.8
(18)黄世泽、郭其一,一种具有自动重合闸功能的多功能开关电器,2014/12/10,ZL 201210230572.X
(19)黄世泽、朱谅、杨佰传、屠瑜权,电磁系统的节能装置及包括该节能装置的电磁系统,2014/11/5,ZL 201220338137.4
(20)黄世泽、朱谅、仇丁辉、杨佰传、屠瑜权,一种具有补偿功能的电磁系统的节能装置,2013/10/9,ZL 201320436473.7
(21)黄世泽、郭其一、王文均、李华民、屠瑜权,一种模块化的多功能电器,2013/4/17,ZL 200920273116.7