个人简介
黄金彩(1991.03~现在):博士,深圳大学海岸带地理环境监测自然资源部重点实验室博士后,国际计算机协会会员(ACM Member),ACM SIGSPATIAL会员。2013年获得中南大学工学学士学位,2018年获得中南大学工学博士学位,主要研究方向为城市计算、智慧交通系统、地理信息科学。黄博士目前担任国际期刊IEEE ITS、IJGIS、IJDE、CCPE、IEEE Access等期刊审稿人,参与国际摄影测量与遥感协会(ISPRS)多个国际权威会议并发表口头报告,获得国外专家的好评,并多次担任国际博士论坛分会场会议主持人。共发表论文共20余篇,其中第一通讯SCI论文9篇,EI论文5篇,授权发明专利2项;参与2项国家重点研发计划子课题,主持智能道路与车路协同湖南省重点实验室开放基金1项,作为骨干成员参与其他省级横向项目2项;获奖方面,同时获得国际博士生论坛LIESMARS IGWG最佳论文奖和英文报告奖;获得中国测绘学会青年优秀论文一等奖,并多次获得中国地理信息产业协会优秀论文奖。黄博士在地图学和地理信息、城市计算、交通信息感知和挖掘方面做出了重要科研成果。
发表论文情况:
Huang Jincai, Tang Jianbo*. Discovery of arbitrarily shaped significant clusters in spatial point data with noise[J]. Applied Soft Computing, 2021, 108(1), 107452. (SCI,中科院1区, IF:6.725,计算智能top期刊). 60分
Ma Wei, Zhang Shuai, Huang Jincai* (通讯作者). Mobile augmented reality based indoor map for improving geo-visualization[J]. PeerJ Computer Science, 2021, accepted. (SCI, Q3, 3.09).
Zhou Baoding, Zheng Tianjing, Huang Jincai* (通讯作者), Zhang Yunfei, Tu Wei, LI Qingquan, Deng Min. A pedestrian network construction system based on crowdsourced walking trajectories [J]. IEEE Internet of Things Journal, 2021, 8(9), 7203-7213. (SCI,中科院1区, IF:9.471,物联网top期刊).
Yang Wentao, He Zhanjun, Huang Huikun, Huang Jincai* (通讯作者). A clustering framework to reveal the structural effect mechanisms of natural and social factors on PM2.5 concentrations in China[J]. Sustainability, 2021, 13(3), 1428.
Xu Dong, Yang Feng, Yu Le*, Zhou Yuyu, Li Haixing, Ma Jinji, Huang Jincai, Wei Jing, Xu Yang, Zhang Chong, Chen Jie. Quantification of the coupling between urbanization and the eco-environmental quality from remote sensing data [J]. Journal of Cleaner Production, 2021, accepted (SCI, 中科院1区, IF: 9.085).
Tu Wei, Ke Mai, Zhang Yatao, Xu Yang, Huang Jincai, Deng Min, Chen Long, Li Qingquan. Real-time Route Recommendations for E-Taxies Leveraging [J]. IEEE Transactions on Industrial Informatics. 2021, 17(5), 3133-3142. (SCI,中科院1区,IF:10.241,自动化top期刊).
Liu Baoju, Deng Min, Yang Jingyi, Shi Yan*, Huang Jincai, Li Chengming, Qiu Bingwen. Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity [J]. Computers, Environments and Urban System, 2021, 87(2), 101616. (IF:5.324)
Zhang Yunfei, Zhang Zexu, Huang Jincai* (通讯作者), She Tingting, Deng Min, Fan Hongchao, Xu Peng, Deng Xingshen. A hybrid method for incrementally extracting road networks using spatio-temporal trajectory Data [J]. ISPRS International Journal of Geo-Information, 2020, 9(4), 186-201. (SCI).
Liu Huimin, Xu Yiyuan, Tang Jianbo*, Deng Min, Huang Jincai, Yang Wentao, Wu Fang. Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities [J]. Transactions in GIS, 2020, 24(5), 1359-1381. (SSCI)
Yang Wentao, Deng Min*, Li Chaokui, Huang Jincai. Spatio-temporal Patterns of the 2019-nCoV Epidemic at the County Level in Hubei Province, China[J]. International Journal of Environmental Research and Public Health, 2020, 17(7), 2563-2573. (SSCI).
Tang Jianbo, Deng Min, Huang Jincai* (通讯作者), Liu Huimin, Chen Xueying. An Automatic Method for Detection and Update of Additive Changes in Road Network with GPS Trajectory Data [J]. ISPRS International Journal of Geo-Information, 2019, 8(9), 411-430. (SCI).
Tang Jianbo, Deng Min, Huang Jincai* (通讯作者), Liu Huimin. A Novel Method for Road Intersection Construction from Vehicle Trajectory Data [J]. IEEE Access, 2019, 7(1), 95065-95074. (SCI). 28分
Zhang Yunfei*, Huang Jincai, Deng Min, Chen Chi, Zhou Fangbin, Xie Shuchun, Fang Xiaoliang. Automated Matching Multi-scale Building Data based on Relaxation Labelling and Pattern Combinations [J]. ISPRS International Journal of Geo-Information, 2019, 8(1), 38. (SCI).
Huang Jincai, Deng Min, Tang Jianbo*, Hu Shuling, Liu Huimin, Wariyo Sembeto, He Jinqiang. Automatic Generation of Road Maps from Low Quality GPS Trajectory Data via Structure Learning [J]. IEEE Access, 2018, 6(1), 71965-71975. (SCI).
Deng Min (导师), Huang Jincai, Zhang Yunfei*, Liu Huimin, Tang Lulinag, Tang Jianbo, Yang Xuexi. Generating Urban Road Intersection Models from Low-frequency GPS Trajectory Data [J]. International Journal of Geographical Information Science, 2018, 32(12), 2337-2361. (SCI,中科院2区,IF:4.186,地理信息权威期刊).
Huang Jincai, Deng Min, Zhang Yunfei, Liu Huimin. Complex Road Intersection Modelling Based on Low-Frequency GPS Track Data [J]. In: 5th international workshop on web mapping, geoprocessing and services, 2017, XLII-2/W7:23-28.【EI】
周宝定,张文香,黄金彩* (通讯作者), 李清泉. 基于众源轨迹数据的室内外一体化行人路网构建[J]. 测绘学报, 2021, accepted.【EI】.
郑恬静,黄金彩,周宝定*, 张德津. 基于众源数据的行人路网提取方法[J]. 测绘通报,2021,0(3),69-74. doi:10.13474/j.cnki.11-2246.2021.0080.【CSCD】
邓敏, 佘婷婷, 黄金彩* (通讯作者), 刘慧敏, 张建国, 郑旭东. 基于泛在位置数据的城市道路网精细建模[J]. 中南大学学报·自然科学版, 2019, 50(9): 2171-2183.【EI】
张云菲, 黄金彩, 邓敏*, 房晓亮, 胡继萍. 基于邻近模式的多比例尺居民地松弛迭代匹配[J]. 武汉大学学报·信息科学版, 2018, 43(7): 1098-1105.【EI】
唐建波, 刘启亮*, 刘博, 邓敏, 黄金彩, 胡卫松. 一种基于重排检验的时空聚类方法[J]. 武汉大学学报(信息科学版), 2017, 42(4):503-511.【EI】
唐建波, 刘启亮*, 邓敏,黄金彩,蔡建南. 空间层次聚类显著性判别的重排检验方法[J]. 测绘学报, 2016, 45(2):233-240.【EI】
黄金彩、李海峰、邓敏、赵斌:地理网络归一化拉普拉斯谱分析方法[C] //中国测绘地理信息学会年会论文集《测绘地理信息》,2016.
张云菲, 胡继萍, 邓敏, 黄金彩. 多尺度居民地松弛迭代匹配方法[C]. //2016中国地理信息科学理论与方法学术年会. 2016:1-5.
黄金彩. (2015), 空间分布模式分析∥邓敏,樊子德,刘启亮.《空间分析实验教程》, 北京:测绘出版社;
蔡建南, 邓敏*, 刘启亮, 唐建波, 黄金彩. 面向地学应用的不确定数据聚类算法比较研究[J]. 地理与地理信息科学, 2015, 31(6):8-14.【CSCD】
唐建波, 刘启亮, 邓敏, 黄金彩, 蔡建南. 一种空间层次聚类显著性判别的重排检验方法[C]. //2014中国地理信息产业大会. 2014:1-9