王贤敏

基本信息Personal Information

教授 博士生导师 硕士生导师

曾获荣誉 :    
湖北产业教授
武汉市“3551 光谷人才计划”
湖北省高等学校教学成果一等奖
湖北省科学技术进步三等奖
王之卓创新人才奖
宝钢教育奖
校科技论文报告会优秀指导老师
校优秀指导教师奖
校优秀学务指导教师

性别 : 女

所在单位 : 地球物理与空间信息学院

学科 : 地球探测与信息技术

联系方式 : xianminwang@163.com

Email :

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个人简介Personal Profile

王贤敏,博士、教授、博士生导师,入选“湖北产业教授”和武汉市“3551 光谷人才计划”,曾获“湖北省高等学校教学成果一等奖”、“湖北省科学技术进步三等奖”、“王之卓创新人才奖”和“宝钢教育奖”。在“IEEE Transactions on Fuzzy Systems”,“IEEE Transactions on Cybernetics”,“Earth and Planetary Science Letters”,“Journal of Geophysical Research”,“Landslides”,“Science China”,“遥感学报”等国内外重要刊物上发表学术论文80余篇,中科院1TOP期刊论文10余篇,在科学出版社出版学术专著1部,并被编入中国博士后科学基金会《博士后文库》;登记软件著作权10余项;先后主持和参与20余项国家重点研发计划、自然科学基金、863973等国家项目和省部级项目;担任《地质科技通报》编委,高等学校科学技术奖通讯评审专家,先后受邀于“IEEE Transactions on Cybernetics”、“IEEE Transactions on Fuzzy Systems”、IEEE Transactions on Neural Networks and Learning Systems”、“IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing等多个期刊的审稿员。

长期致力于遥感数据处理与应用、遥感地质、人工智能与机器学习、地质灾害监测与预警、月球遥感与月球地质等方向的研究。


联系方式

电子邮箱:xianminwang@163.com 

主要研究方向

1.      遥感数据处理与应用

2.      遥感地质

3.      人工智能与机器学习

4.      地质灾害监测与预警

5.      月球遥感与月球地质

教学工作

  本科生课程:

  《地学信息三维可视化》、《科学计算实践》、《Matlab语言及应用》、《摄影测量》、《数据库系统概论》

研究生课程:

《地学数据挖掘》

主要科研项目

1.  国家重点研发计划项目(2019YFC1511300)面向大尺度区域重大自然灾害的应急通信技术和关键便携装备研究,子课题:滑坡灾害监测预警,2020/01-2022/12,主持

2.   中国科学院空天信息创新研究院前沿科学与颠覆性技术研究先导基金计划课题,案例现场滑坡灾害地面传感器数据采集与前后端增强现实灾害可视化模块的野外测试与验证,2020/12-2022/08,主持

3.  教育部B类重点实验室主任基金项目GLAB2020ZR02),面向脑控武器装备的脑电信号稳健识别研究,2020/06-2022/06,主持

4.   河北省地质灾害防治“十四五”规划科技防灾项目,河北省崩滑流地质灾害隐患靶区识别及系统建设,2020/11-2021/12,主持

5.  装备预研船舶重工联合基金课题,海上智能移动云分布式计算及容错技术研究,2018/06-2019/05,主持

6.  武汉市东湖高新区3551光谷人才计划,基于无人机遥感的滑坡灾害预警系统,2016/01-2017/12,主持

7.  湖北省教育厅项目B2015460),湖北省滑坡灾害及时预警研究,2015/06-2017/06,主持

8.  国家自然科学基金项目41372341),基于嫦娥数据的月球克里普岩出露区域和出露原因研究,2014/01-2017/12,主持

9.  武汉市科技计划项目2015010101010025),企业云安全异常行为阻断技术研究,2014/01-2016/12,主持

10.  国家自然科学基金项目40902099),知识驱动下基于数据挖掘的滑坡预报研究,2010/01-2012/12,主持

11.  中国博士后科学基金项目2005038537),遥感影像数据挖掘与知识发现研究,2005/08-2007/07,主持  

 12.  国家自然科学基金联合基金项目U21A2013),地质环境遥感大数据智能解译,2022/01-2025/12,主要参与人

13.  中国地质调查局项目0733-19180821),南海海域及岛礁遥感地质解译与查证,2019/11-2020/06,主要参与人

14.  中国地质调查局项目0733-186212804501),厄立特里亚阿萨布-吉布提塔珠拉段遥感地质解译及制图,2018/04-2018/12,主要参与人

15.  国家自然科学基金项目61372153),基于亚像元定位的遥感影像变化检测理论与方法研究,2014/01-2017/12,主要参与人

16.  中国科学院重点部署项目KGZD-EW-603),嫦娥三号任务探测数据科学应用研究,第2课题“月面化学特征及其演化规律研究”,2014/01-2015/12,主要参与人

17.  国家自然科学基金项目41101339),嫦娥一号干涉成像光谱影像超分辨率重建理论与方法,2012/01-2014/12,主要参与人

18.  国家863计划课题2012AA121303),重大工程地质灾害快速监测与评估,2012/01-2014/12,主要参与人

19.  国家自然科学基金项目40901206),遥感影像亚像元空间定位模型研究,2010/01-2012/12,主要参与人

20.  国土资源部三峡库区三期地质灾害防治重大科学研究项目SXKY3-6-2),地质灾害预测判据数据挖掘技术研究,2010/01-2012/12,主要参与人

 21.  国家863计划课题,(2009AA122004),全球地表覆盖变化探测与数据更新技术研究,2009/01-2012/12,主要参与人

22.  国家863计划项目2007AA12Z100),复杂环境斜坡地质灾害信息提取与定量反演系统研究,2008/01-2010/12,主要参与人

23.  国家自然科学基金项目40672205),三峡库区基于卫星组网的人类工程活动对地质灾害影响研究,2007/01-2009/12,主要参与人

24.  国家973重大基础研究前期专项2004CCA2500),流域水电梯级开发对生态环境的时空影响基础研究,2005/07-2007/09,参与

25.  国家973重点基础研究发展计划2003CB415205),长江流域水沙产输及其与环境变化耦合机理,第4课题“流域水沙及环境变化特征信息监测反馈”,2005/07-2007/09,参与

26.  国家863计划项目904170122,通用遥感数据处理软件,2002/01-2004/12,参与

主要学术论文

1. Xianmin Wang, Xinlong Zhang, Jia Bi, Xudong Zhang, Shiqiang Deng, Zhiwei Liu, Lizhe Wang, Haixiang Guo. Landslide susceptibility evaluation based on potential disaster identification and ensemble learning. International Journal of Environmental Research and Public Health, 2022, 19: 14241.

2. Xianmin Wang, Haonan Guo, Ziyang Ding, Lizhe Wang. Blind identification of active landslides in urban areas: a new set of comprehensive criteria. Environmental Science and Pollution Research, 2022, online, DOI: 10.1007/s11356-022-22418-w.

3. Denggao Qiu, Fei Li, Jianguo Yan, Xianmin Wang, Wutong Gao, Qingyun Deng, Xi Guo. New view of the Balmer-Kapteyn region: Cryptomare distribution and formation. Astronomy and Astrophysics, 2022, 659: A4. 

4.  Xianmin Wang, Jing Yin, Menghan Luo, Haifeng Ren, Jing Li, Guojun Li. Active high-locality landslides in Mao County: Early identification and deformation rules. Journal of Earth Science, 2021, online, DOI: 10.1007/s12583-021-1505-0.

5.  Xianmin Wang, Hang Mao. Spatio-temporal evolution of post-seismic landslides and debris flows: 2017 Ms 7.0 Jiuzhaigou earthquake. Environmental Science and Pollution Research, 2022, 29: 15681-15702.

6.  常莉莉王贤敏王春胜基于改进Faster R-CNN的码头自动识别遥感学报, 2022, 26 (4): 752-765.

7.  Xianmin Wang, Junhua Zhang, Haifeng Ren. Lunar surface chemistry observed by the KAGUYA multiband imager. Planetary and Space Science, 2021, 209: 105360.  

8.  Xingchen Hu, Yinghua Shen, Witold Pedrycz, Xianmin Wang, Adam Gacek, Bingsheng Liu. Identification of Fuzzy Rule-Based Models with Collaborative Fuzzy Clustering. IEEE Transactions on Cybernetics, 2021, online, DOI: 10.1109/TCYB.2021.3069783.

9.  Witold Pedrycz, Adam Gacek, Xianmin Wang. A Hierarchical Approach to Interpretability of TS Rule-Based Models, IEEE Transactions on Fuzzy Systems, 2021, online, DOI: 10.1109/TFUZZ.2021.3094661.

10.  Ye Hua, Xianmin Wang, Yongwei Li, Peiyun Xu, Wenxiang Xia. Dynamic development of landslide susceptibility based on slope unit and deep neural networks. Landslides, 2020, online, DOI: 10.1007/s10346-020-01444-0.

11.  Yongwei Li, Xianmin Wang, Hang Mao. Influence of human activity on landslide susceptibility development in the Three Gorges area. Natural Hazards, 2020, 104: 2115-2151.

12.  Yinghua Shen, Witold Pedrycz, Xuyang Jing, Adam Gracek, Xianmin Wang, Bingsheng Liu. Identification of Fuzzy Rule-Based Models with Output Space Knowledge Guidance, IEEE Transactions on Fuzzy Systems, 2020, online.

13.  Yinghua Shen, Witold Pedrycz, Yuan Chen, Xianmin Wang. Hyperplane division in fuzzy C-means: Clustering big data. IEEE Transactions on Fuzzy Systems, 2020, 28 (11): 3032-3046.

14.  Witold Pedrycz, Adam Gracek, Xianmin Wang. Aggregation of Order-2 Fuzzy Sets, IEEE Transactions on Fuzzy Systems, 2020, online.

15.  Qian Huang, Jiannan Zhao, Xianmin Wang, Taimao Wang, Feng Zhang, Le Qiao, Yuchao Chen, Denggao Qiu, Yazhou Yang, Long Xiao. A large long-lived central-vent volcano in the Gardner region: Implications for the volcanic history of the nearside of the Moon. Earth and Planetary Science Letters, 2020, 542: 116301.

16.  Bowen Zhang, Witold Pedrycz, Xianmin Wang, Adam Gracek. Design of Interval Type-2 Information Granules Based on the Principle of Justifiable Granularity. IEEE Transactions on Fuzzy Systems, 2020, online.

17.  Wenxiang Xia, Xianmin Wang, Siyuan Zhao, Huazhong Jin, etc. New maps of lunar surface chemistry. Icarus, 2019, 321: 200-215.

18.  Yinghua Shen, Witold Pedrycz, Xianmin Wang. Clustering homogeneous granular data: Formation and evaluation. IEEE Transactions on Cybernetics, 2019, 49 (4): 1391-1402.

19.  Yinghua Shen, Witold Pedrycz, Xianmin Wang. Approximation of fuzzy sets by interval Type-2 trapezoidal fuzzy sets.  IEEE Transactions on Cybernetics, 2019, online, DOI: 10.1109/TCYB.2018.2886725

20.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Random ensemble of fuzzy rule-based models. Knowledge-Based Systems, 2019, online, DOI: 10.1016/j.knosys.2019.05.011.

21.  Xianmin Wang, Denggao Qiu. Lunar cryptomare: New insights into the Balmer-Kapteyn region. Journal of Geophysical Research: Planets, 2018, 123 (12): 3,238-3,255.

22.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Fuzzy classifiers with information granules in feature space and logic-based computing. Pattern Recognition, 2018, 80: 156-167.

23.  Xianmin Wang, Siyuan Zhao. New insights into lithology distribution across the Moon. Journal of Geophysical Research: Planets, 2017, 122 (10): 2034-2052.

24.  Xianmin Wang, Ke Wu. Lunar rocks. Encyclopedia of Lunar Science, Springer International Publishing, 2017, doi: 10.1007/978-3-319-05546-6_56-1.

25.  Ke Wu, Qian Du, Xiangyun Hu, Xianmin Wang. Sub-pixel mapping based on MAP model and spatial attraction theory for remotely sensed image. IEEE Access, 2017, 5: 25,126-25,132.

26.  Xingchen Hu, Witold Pedrycz, Guohua Wu, Xianmin Wang. Data reconstruction with information granules: An augmented method of fuzzy clustering. Applied Soft Computing, 2017, 55: 523-532.

27.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Development of granular models through the design of a granular output space. Knowledge-Based Systems, 2017, 134: 159-171.

28.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. From fuzzy rule-based models to their granular generalizations. Knowledge-Based Systems, 2017, 124: 133-143.

29.  Ke Wu, Yanfei Zhong, Xianmin Wang, Weiwei Sun. A novel approach to sub-pixel land-cover change detection based on a supervised back-propagation neural network for remotely sensed images with different resolutions. IEEE Geosicence and Remote Sensing Letters, 2017, 14 (10): 1,750-1,754.

30.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Granular fuzzy rule-based models: A study in a comprehensive evaluation and construction of fuzzy models. IEEE Transactions on Fuzzy Systems, 2017, 25 (5): 1,342-1,355.

31.  Xianmin Wang, Xubing Zhang, Ke Wu. Thorium Distribution on the Lunar Surface Observed by Chang’E-2 Gamma-ray Spectrometer. Astrophysics and Space Science, 2016, 361 (7): 1-11.

32.  Witold PedryczXianmin Wang. Designing Fuzzy Sets With the Use of the Parametric Principle of Justifiable Granularity. IEEE Transactions on Fuzzy Systems2016, 24 (2): 489-496.

33.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Optimal allocation of information granularity in system modeling through the maximization of information specificity: A development of granular input space. Applied Soft Computing, 2016, 42: 410-422.

34.  Ke Wu, Lifei Wei, Xianmin Wang, Ruiqing Niu. Adaptive pixel unmixing based on a fuzzy ARTMAP neural network with selective endmembers. Soft Computing, 2016, 20 (12): 4,723-4,732.

35.  Xianmin WangWitold Pedrycz. Petrologic Characteristics of the Lunar Surface. Scientific Reports, 2015, 5: 17075.

36.  Xianmin WangWitold PedryczRuiqing Niu. Spatio-Temporal Analysis of Quaternary Deposit Landslides in the Three Gorges. Natural Hazards, 2015, 75 (3): 2793-2813.

37.  Jian Wang, Xianmin Wang. Estimation of lunar major elemental abundances in Chang’E-3 landing site based on Active Particle-induced X-ray Spectrometer (APXS). Astrophysics and Space Science, 2015, 359 (1): 1-9.

38.  Witold Pedrycz, Adam Gacek, Xianmin Wang. Clustering in augmented space of granular constraints: A study in knowledge-based clustering. Pattern Recognition Letters, 2015, 67: 122-129.

39.  Xingchen Hu, Witold Pedrycz, Xianmin Wang. Comparative analysis of logic operations: A perspective of statistical testing and granular computing. International Journal of Approximate Reasoning, 2015, 66: 73-90.

40.  Jinbo Li, Witold Pedrycz, Xianmin Wang. A rule-based development of incremental models. International Journal of Approximate Reasoning, 2015, 64: 20-38.

41.  Xianmin WangPeimin Zhu. Refinement of Lunar TiO2 Analysis with Multispectral Features of Chang'E-1 IIM Data. Astrophysics and Space Science, 2013, 343 (1): 33-44.

42.  Xianmin WangRuiqing Niu. Lunar Titanium Abundance Characterization Using Chang'E-1 IIM Data. Science China Physics, Mechanics & Astonomy, 2012, 55 (1)170-178.

43.  Xianmin WangR.NiuY. Wang. Landslide Mechanism Analysis in the Three Gorges Based on Cloud Model and Formal Concept Analysis. Quarterly Journal of Engineering Geology and Hydrogeology, 2011, 44: 249-258.

44.  Xianmin WangRuiqing NiuKe Wu. Lithology Intelligent Identification Using Support Vector Machine and Adaptive Cellular Automata in Multispectral Remote Sensing Image. Optical Engineering, 2011, 50 (7): 1-12.

45.  Xianmin WangRuiqing Niu. Landslide Intelligent Prediction Using Object-Oriented Method. Soil Dynamics and Earthquake Engineering, 2010, 30 (12): 1478-1486.

46.   Xianmin WangRuiqing Niu. Spatial Forecast of Landslides in Three Gorges Based on Spatial Data Ming. Sensors, 2009, 9 (3): 2035-2061.

专著

王贤敏,基于遥感与伽马能谱的月球化学与岩性分析,科学出版社,2019.

人才培养

培养硕、博士生30余名,研究生科研成果发表于“Earth and Planetary Science Letters”,“Journal of Geophysical Research”,“Landslides”,“Icarus”,“Natural Hazards”,“Astrophysics and Space Science, Environmental Science and Pollution Research”,“Journal of Earth Science”,“Planetary and Space Science”,International Journal of Enrironmental Research and Public Health”,“遥感学报”,“地球信息科学学报”等学术期刊,登记多项软件著作权,获中国地质大学优秀硕士学位论文、国家奖学金、研究生科技报告会校级特等奖、院级一等奖等荣誉和奖项。研究生就业单位包括宁夏自然资源厅、长沙市规划信息服务中心、中国航天三江集团、中国石油天然气管道工程有限公司、中铁大桥科学研究院有限公司、中国建筑第二工程局有限公司等,升学包括中南大学、武汉大学等高校的博士生。

荣誉

1.     湖北省高等学校教学成果一等奖,2022年

2.     湖北省科学技术进步奖三等奖,2021年

3.      校优秀指导教师奖,2020

4.      校优秀学务指导教师,2020

5.      校科技论文报告会优秀指导老师,2019

6.  湖北省产业教授,2019

7.  武汉市3551光谷人才计划,2016

8.  王之卓创新人才奖,2000

9.  宝钢教育奖,2000

 

 

Xianmin Wang (王贤敏) Curriculum Vitae

Institute of Geophysics and Geomatics          

China University of Geosciences (Wuhan)

388 Lumo Rd. Wuhan, Hubei, 430074

P. R. China

Email: xianminwang@163.com

Specialty

Processing and application of remote sensing data

Remote sensing geology

Artificial intelligence and machine learning

Geological disaster monitoring and forecasting

Lunar remote sensing and geology


  • 教育经历Education Background
  • 工作经历Work Experience
  • 研究方向Research Focus
  • 社会兼职Social Affiliations