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“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”等国内外学术期刊和国际会议上发表学术论文70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》；作为第一完成人登记软件著作权5项；先后主持和参与20项国家重点研发计划、自然科学基金、863、973等国家项目和省部级项目；担任《地质科技通报》编委，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. 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
2. 河北省地质灾害防治“十四五”规划科技防灾项目，地质灾害隐患识别，2020/11-2021/12，主持
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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，2020/01-2022/12，主要参与人
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. 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，2009/01-2012/12，274万元，主要参与人
19. 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
20. 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
21. 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
22. 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
23. 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, Denggao Qiu. Lunar cryptomare: New insights into the Balmer-Kapteyn region. Journal of Geophysical Research: Planets, 2018, 123 (12): 3,238-3,255.
2. Xianmin Wang, Siyuan Zhao. New insights into lithology distribution across the Moon. Journal of Geophysical Research: Planets, 2017, 122 (10): 2034-2052.
3. Xianmin Wang, Ke Wu. Lunar rocks. Encyclopedia of Lunar Science, Springer International Publishing, 2017, doi: 10.1007/978-3-319-05546-6_56-1.
4. 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.
5. Xianmin Wang，Witold Pedrycz. Petrologic Characteristics of the Lunar Surface. Scientific Reports, 2015, 5: 17075.
6. Xianmin Wang，Witold Pedrycz，Ruiqing Niu. Spatio-Temporal Analysis of Quaternary Deposit Landslides in the Three Gorges. Natural Hazards, 2015, 75 (3): 2793-2813.
7. Xianmin Wang，Peimin Zhu. Refinement of Lunar TiO2 Analysis with Multispectral Features of Chang'E-1 IIM Data. Astrophysics and Space Science, 2013, 343 (1): 33-44.
8. Xianmin Wang，Ruiqing Niu. Lunar Titanium Abundance Characterization Using Chang'E-1 IIM Data. Science China Physics, Mechanics & Astonomy, 2012, 55 (1)：170-178.
9. Xianmin Wang，R.Niu，Y. 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.
10. Xianmin Wang，Ruiqing Niu，Ke Wu. Lithology Intelligent Identification Using Support Vector Machine and Adaptive Cellular Automata in Multispectral Remote Sensing Image. Optical Engineering, 2011, 50 (7): 1-12.
11. Xianmin Wang，Ruiqing Niu. Landslide Intelligent Prediction Using Object-Oriented Method. Soil Dynamics and Earthquake Engineering, 2010, 30 (12): 1478-1486.
12. Xianmin Wang，Ruiqing Niu. Spatial Forecast of Landslides in Three Gorges Based on Spatial Data Ming. Sensors, 2009, 9 (3): 2035-2061.
13. 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.
14. 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.
15. Wenxiang Xia, Xianmin Wang, Siyuan Zhao, Huazhong Jin, etc. New maps of lunar surface chemistry. Icarus, 2019, 321: 200-215.
16. 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.
17. Witold Pedrycz，Xianmin Wang. Designing Fuzzy Sets With the Use of the Parametric Principle of Justifiable Granularity. IEEE Transactions on Fuzzy Systems，2016, 24 (2): 489-496.
18. 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.
19. 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.
20. Witold Pedrycz, Adam Gracek, Xianmin Wang. Aggregation of Order-2 Fuzzy Sets, IEEE Transactions on Fuzzy Systems, 2020, online.
21. Yinghua Shen, Witold Pedrycz, Xianmin Wang. Clustering homogeneous granular data: Formation and evaluation. IEEE Transactions on Cybernetics, 2019, 49 (4): 1391-1402.
22. 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.
23. 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.
24. 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.
25. Xingchen Hu, Witold Pedrycz, Xianmin Wang. Fuzzy classifiers with information granules in feature space and logic-based computing. Pattern Recognition, 2018, 80: 156-167.
26. 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.
27. Xingchen Hu, Witold Pedrycz, Xianmin Wang. From fuzzy rule-based models to their granular generalizations. Knowledge-Based Systems, 2017, 124: 133-143.
28. 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.
29. 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.
30. 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.
31. 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.
32. 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.
33. Jinbo Li, Witold Pedrycz, Xianmin Wang. A rule-based development of incremental models. International Journal of Approximate Reasoning, 2015, 64: 20-38.
34. 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.
35. 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.
36. 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.
37. 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.
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20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”等学术期刊，登记多项软件著作权，获国家奖学金，研究生科技报告会校级特等奖、院级一等奖等奖项。
荣誉
1. 校科技论文报告会优秀指导老师，2019年
2. 校优秀指导教师奖，2020年
3. 校优秀学务指导教师，2020年
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
