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  • 个人简介
  • 研究方向
  • 科研(教学)奖励
  • 论文发表
  • 专著出版
  • 科研项目
  • 社会兼职
  • 荣誉称号
  • 专利发明
  • 指导工程管理硕士情况
 
  • 主要学历:1982年7月、1985年5月分获南京理工大学系统工程专业学士、硕士学位;1996年10月, 获南京理工大学自动控制理论及应用专业博士学位。

    工作简历:1985年5月至2004年7月任职南京理工大学自动化学院,其间:1993年12月副教授,1999年4月教授,2000年4月控制科学与工程学科博士生导师;2004年8月至今任职于十大网投靠谱平台(亚洲)集团有限公司,其间:2004年8月聘为南京大学教授,2005年4月获南京大学博士生导团队格。

    研究领域:从事控制科学与工程、管理科学与工程学科相关领域的教学和科研工作。

    学术科研:已发表期刊学术论文160余篇;主持了国家自然科学基金项目5项(含重点培育1项)、国防重点预研及横向等项目30余项;有5项成果获部省级科技进步奖(其中一等奖1项),2项成果获中国指挥与控制学会科技进步二等奖;2项成果分获江苏省高等教育科学研究(本科)优秀成果奖、江苏省研究生教育改革成果奖;出版专著5部(含国防优秀图书基金资助2部),其中主撰并由国防工业出版社2012年出版的《指挥自动化系统辅助决策技术》(专著)获2015年中国指挥与控制学会首届优秀图书奖,作为副组长于2014-2016年组织编写的国际、国内第一部“指挥与控制学科发展报告”(主笔“综合报告”),在本学科领域产生了很大的影响。  

    现主讲课程:信息化时代的控制(新生研讨课);自动化导论(学科基础课);指挥与控制系统理论与技术(硕博研究生);《工程伦理》(主持,硕士研究生);《系统工程》(MEM研究生课程)等。

    教材编写: 主编本科生和研究生教材各一本,其中本科生教材《自动化导论》(第三版)入选“十三五”江苏省高等学校重点教材。

    人才培养:指导了170余名博士/硕士研究生,其中2人曾获国防科工委优秀博士毕业生称号,16人在国际/国内学术交流中获大会优秀员工论文奖,7人次获国家奖学金。   


  • 指挥与控制系统理论与技术;

    混合智能系统协作与任务规划;

    智能人机交互与人件技术等。

  • 成果《智能博弈推演关键技术及其应用》获中国指挥与控制学会(2022)科技进步二等奖.(1/15)

    《自动化导论》(第三版)获2020江苏省“十三五”重点规划教材立项.(1/2)

    (主持)《工程伦理》课程(研究生),2020年获南京大学思政标杆课程.(1/6)

    基于能力结构的工程硕士公司产品模式探索与实践. 2018年江苏省研究生教育改革成果二等奖.(3/5)

    成果《融合不同智能特性及能力的指挥与控制决策问题求解理论与技术》获中国指挥与控制学会(2016)科技进步二等奖.(1/6) 

    作为副组长于2014-2016年组织编写的国际、国内第一部“指挥与控制学科发展报告”(主笔“综合报告”),在本学科领域产生了很大的影响。

    《指挥自动化系统辅助决策技术》(专著)获2015年中国指挥与控制学会首届优秀图书奖.(1/4)

    交叉复合型工程类人才培养的立体化教学模式研究.2011年南京大学教学成果一等奖.(3/5)

    自动化本科专业多元化教学改革与实践. 2011年获江苏省高等教育科学研究优秀成果奖三等奖.(1/4)

    2011年获南京大学石林奖教金.(1/1)

    《自动化导论》课件,2011年获南京大学优秀教学课件奖.(1/2)

    2010年获十大网投靠谱平台(亚洲)集团有限公司协鑫奖教金一等奖.(1/1)

    1986-2003,有4项科研成果获部省级科技进步奖(其中一等奖1项).

    1. Yufan Xue, Yuxiang Sun, Jiawei Zhou, Yongliang Zhang, Xianzhong Zhou.2023.Multi-attribute decision-making in wargames leveraging the Entropy-Weight method with deep reinforcement learning[J].IEEE Transactions on Games,2023,DOI:10.1109/TG.2023.3236065.


    2. Y. Sun,Yuan B, Qi Xiang, Jiawei Zhou, Jiahui Yu, Di Dai, Zhou XZ.2023.Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment[J]. IEEE Transactions on Human-Machine Systems, 2023.53(1):201-214,DOI:10.1109/THMS.2022.3225867.


    3. Peng Lisha,Zhou Xianzhong,Zhao Junjie,Sun Yuxiang,Li Huaxiong.2022. Three-waymulti-attribute decision making under incomplete mixed environments usingprobabilistic similarity[J]. Information Science, 2022,614:432-463.


    4. 于佳慧;孙宇祥;项祺;张鑫磊;周献中.2022.元宇宙赋能指挥控制:未来虚实融生的作战推演[J].指挥与控制学报,2022,8(3)


    5. 项祺,周佳炜,孙宇祥,于佳慧,张韬,周献中.融合多尺度特征与软注意力的态势认知方法[J].火力与指挥控制,2022,47(08):150-157.


    6. 孙宇祥;彭益辉;李斌;周佳炜;张鑫磊;周献中.2022.智能博弈综述:游戏AI对作战推演的启示[J].智能科学与技术学报,2022,4(2):157-173


    7. Xinlei Zhang, Jiahui Yu, Yuxiang Sun, Min Li, Yang Song, Xianzhong Zhou.2022.A Multi-modal Virtual-Real Fusion System for Multi-task Human-Computer Interaction[C].IEEE ICNSC 2022


    8. 彭益辉;周献中;孙宇祥;李斌.2022.基于知识及A3C算法的兵棋推演智能决策模型研究[C].第十届中国指挥控制大会论文集,2022(大会优秀员工论文)


    9. 赵俊杰;周胜;李原百;孙宇祥;周献中.2022.一种服务于城市应急管理的C-OODA环模型[C].第十届中国指挥控制大会论文集,2022(大会优秀员工论文)


    10. 李原百;徐晓雯;赵俊杰;孙宇祥;周献中.2022.基于OODA模型的兵棋推演训练平台构建[C].第十届中国指挥控制大会论文集,2022(大会优秀员工论文)


    11. 张鑫磊;于佳慧;李敏;张韬;周献中.2022.基于Leap Motion的虚拟环境多人实时交互方法[C].第十届中国指挥控制大会论文集,2022(大会优秀员工论文)


    12. 孙宇祥,周献中,戴迪.基于属性约简与BP神经网络的舰艇目标威胁评估方法[J].指挥与控制学报,2021,7(04):397-402.


    13. 吴莹;彭轶轩;郑婉文;徐成成;周献中;冯少冲.2021.面向任务的装备维修保障资源配置研究[J].南京航空航天大学学报,2021,53(03)


    14. 张韬,项祺,郑婉文,孙宇祥,周献中.2021.基于改进A-Star算法的路径规划在海战兵棋推演中的应用[J].兵工学报,2022,43(04):960-968.


    15. Wang, Tianxing;Li, Huaxiong;Zhou, Xianzhong;Liu, Dun;Huang, Bing.2021.Three-way decision based on third-generation prospect theory with Z-numbers[J].Information Sciences,2021,569

    16. Sun, Yuxiang;Yuan, Bo;Zhang, Yongliang;Zheng, Wanwen;Xia, Qingfeng;Tang, Bojian;Zhou, Xianzhong.2021.Research on Action Strategies and Simulations of DRL and MCTS-based Intelligent Round Game[J].International Journal of Control, Automation and Systems,19(9):2984-2998



    17. Bojian Tang; Yuxiang Sun; Jiahui Yu;Xianzhong Zhou.2021.Parallel intelligent command decision-making technology based on combat prior knowledge and reinforcement learning algorithm[C].International Conference on Cyber-physical Social Intelligence, CSI 2021


    18. Jiahui Yu;Min Li;Xinlei Zhang;Xianzhong Zhou.2021.A Multi-sensor Gesture Interaction System for Human-robot Cooperation[C].18th IEEE International Conference on Networking, Sensing and Control,ICNSC2021.


    19. Gu, PP; Liu, JB; Zhou, XZ. 2021. Approaches to Three-Way Decisions Based on the Evaluation of Probabilistic Linguistic Terms Sets[J].SYMMETRY-BASEL, 2021,13(5),764.DOI:10.3390/sym13050764

    20. Sun, YX; Yuan,B; Zhang, T; Tang, BJ; Zheng, WW; Zhou, XZ. 2020. Research and Implementation of IntelligentDecision Based on a Priori Knowledge and DQN Algorithms in Wargame Environment [J]. Electronics. 2020, 9(10),1668. DOI:10.3390/electronics9101668

    21. Zhu, XJ; Zhu, HB; Liu, DN; Zhou, XZ. 2020. Criteria Making in Role Negotiation[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(10):3731-3740. DOI:DOI:10.1109/TSMC.2018.2868307

    22. Zhang, C; Li, HX; Chen, CL; Qian, YH; Zhou, XZ.2020. Enhanced Group Sparse Regularized NonconvexRegression for Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, Doi: 10.1109/TPAMI.2020.3033994.

    23. Zhang, C; Li, HX; Qian, YH; Chen, CL; Zhou, XZ. 2020. Locality-ConstrainedDiscriminative Matrix Regression for Robust Face Identification.IEEE Transactions on Neural Networks and Learning Systems, Doi:10.1109/TNNLS.2020.3041636,2020.

    24. Wang, TX; Li, HX; Zhou, XZ; Huang, B;Zhu, HB. 2020. A prospect theory-basedthree-way decision model [J]. Knowledge-Based Syst. 2020, 203: 106129. DOI: 10.1016/j.knosys.2020.106129

    25. Wang, TX; Li, HX; Zhang,LB; Zhou, XZ; Huang, B. 2020. A three-way decision model based on cumulative prospect theory [J]. Information Sciences, 2020, 519: 74-92. DOI: 10.1016/j.ins.2020.01.030

    26. Wang, TX; Li, HX; Qian YH、Huang, B; Zhou, XZ. 2020 .A regret-basedthree-way decision model under interval type-2 fuzzy environment [J]. IEEE Transactions on Fuzzy Systems,2020, DOI:10.1109/TFUZZ.2020.3033448.

    27. Dai, D; Li, HX; Jia, XY; Zhou, XZ; Huang, B; Liang, SN. 2020. A co-training approach for sequential three-way decisions [J]. Int. J. Mach. Learn. Cybern. 2020, 11(5): 11(5):1129-1139. DOI: 10.1007/s13042-020-01086-7

    28. Zhang, C; Li, HX; Chen, CL;Zhou, XZ. 2020. Nonnegative representation based discriminant projection for facerecognition [J]. Int. J. Mach. Learn. Cybern. 2020, DOI: 10.1007/s13042-020-01199-z [2021,12(3): ‏ 733-745]

    29. Li, HX; Zhang, LB; Huang, B; Zhou, XZ. 2020. Cost-sensitive dual-bidirectional lineardiscriminant analysis [J]. Information Sciences, 2020, 510: 283-303. DOI:10.1016/j.ins.2019.09.032

    30. Huang, B; Wu, WZ; Yan, JJ; Li, HX; Zhou, XZ. 2020. Inclusion measure-based multi-granulationdecision-theoretic rough sets in multi-scale intuitionistic fuzzy informationtables [J]. Information Sciences, 2020, 507: 421-448. DOI:10.1016/j.ins.2018.08.061

    31. Zhang, LB; Li, HX; Zhou, XZ; Huang, B. 2020. Sequential three-way decision based on multi-granular auto-encoderfeatures [J]. Information Sciences, 2020, 507:630-643, DOI:10.1016/j.ins.2019.03.061

    32. 孙宇祥; 周献中; 唐博建. 2020. 基于知识的海战场态势评估辅助决策系统构建[J]. 指挥信息系统与技术,2020,11(4):15-20

    33. 杨洁; 朱咸军; 周献中; 柳毅. 2020. 基于混杂社会网络的个性化Web服务推荐方法[J].电子学报, 2020,48(2):341-349

    34. 顾萍萍;周献中. 2020. 基于概率语言术语集评价的三支决策方法研究[J]. 南京大学学报(自然科学版), 2020, 56(4):505-514

    35. 彭莉莎; 郑华利; 周献中. 2020. 面向网络信息体系的人与多机制整合指挥控制模型[J]. 指挥与控制学报,2020,6(3):229-244

    36. 孙宇祥;唐博建;徐爽;周献中. 2020. 智能指挥与控制系统发展路径与未来展望[J]. 火力与指挥控制. 2020,第45卷第11期.

    37. 孙宇祥;梅海强;周献中. 2020. AlphaStar重要机理分析及对智能化作战推演的启示[C]. 2020年第二届体系工程学术会议, 北京.

    38. 于佳慧;孙宇祥;郑婉文;周献中. 2020. SmartFactory Production and Operation Management Methods based on HCPS[C]. 2020 IEEEInternational Conferenceon Networking, Sensing and Control, Nanjing.

    39. 戴迪;郑婉文;孙宇祥;周献中. 2020. AVariable Granularity Optimization Approach for Task Decomposition[C]. 2020 IEEEInternational Conference on Networking, Sensing and Control, Nanjing.(大会优秀员工论文)

    40. 戴迪;孙宇祥;周献中. 2020. 面向多维作战的效能评估模型研究[C]. 2020年第二届体系工程学术会议,北海.

    41. Zhang, LB; Wang, TX; Li, HX; Huang, B; Zhou, XZ. 2019. Agent evaluation based onmulti-source heterogeneous information table using TOPSIS [J]. Adv. Eng. Inform. 2019, 42:100971. DOI:10.1016/j.aei.2019.100971

    42. Ju Hengrong,Pedrycz Witold, Li Huaxiong, Ding Weiping, Yang Xibei, ZhouXianzhong. 2019. Sequential three-way classifier withjustifiable granularity[J].Knowledge-Based Systems, 163:103–119. https://doi.org/10.1016/j.knosys. 2018.08.022

    43. Liu, JB; Li, HX; Huang, B; Zhou, XZ; Zhang, LB. 2019. Similarity-divergenceintuitionistic fuzzy decision using particle swarm optimization [J]. Appl. Soft. Comput. 2019,81:105479. DOI:10.1016/j.asoc.2019.05.006

    44. Liu, JB; Li, HX; Zhou, XZ; Huang, B; Wang, TX. 2019. An optimization-based formulation for three-waydecisions [J]. Information Sciences, 2019, 495:185-214. DOI:10.1016/j.ins.2019.05.010

    45. Huang, B; Li, HX; Feng, GF; Zhou, XZ. 2019. Dominance-based rough sets in multi-scaleintuitionistic fuzzy decision tables [J]. Appl. Math. Comput., 2019, 348:487-512. DOI:10.1016/j.amc.2018.12.018

    46. Li, DP; Zhang, LB; Hu, WT; Li, HX; Zhou, XZ. 2019. DwellTime Adaptive Three-Way Text Entry by Gaze[C]. PROCEEDINGSOF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 5295-5300

    47. Bai, YC; Zhang, LB; Wang, TX; Zhou, XZ. 2019. A Skeleton Object Detection-Based Dynamic GestureRecognition Method [C]. PROCEEDINGS OFTHE 2019 IEEE 16TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2019), 212-217

    48. Zhang, SW; Liu, X; Yu, JH; Zhang, LB; Zhou, XZ. 2019. Research on Multi-modalInteractive Control for Quadrotor UAV [C]. PROCEEDINGS OF THE 2019 IEEE 16TH INTERNATIONALCONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2019), 329-334

    49. 王友发;罗建强;周献中. 2019. 基于专利地图的人工智能研究总体格局、技术热点与未来趋势[J]. 中国科技论坛, 2019, 10: 80-89,127

    50. 刘久兵;王天行;周献中;黄兵;李华雄. 2019. 基于勾股模糊集评价的三支决策方法[J]. 模式识别与人工智能, 2019, 32(12):1080-1092

    51. 刘久兵;周献中;李华雄;黄兵;顾萍萍. 2020. 基于直觉模糊相似度的直觉模糊三支决策方法[J]. 系统工程理论与实践, 2019, 39(6):1550-1564

    52. 于佳慧;刘昕;张殊伟;郑婉文;周献中. 2019. Design and Realization of Eye Control System for Small Ground UnmannedPlatform[C]. 2019 Chinese Automation Congress (CAC), 2019年11月.(大会优秀员工论文)

    53. 徐成成;白云超;周献中. 2019. 基于近似字符串分类的动态手势识别方法研究[C]. 2019中国系统仿真与虚拟现实技术高层论坛论文集.

    54. Wu Qilin, Zhou Xianzhong, Cao Qian, Fang Huan. 2018.Multihop capabilityanalysis in wireless information and power transfer multi-relay cooperativenetworks[J]. Wireless Communications and Mobile Computing, Volume 2018, ArticleID 1857015, 12 pages  https://doi.org/10.1155/2018/1857015

    55. Zhu Haibin, Sheng Yin, Zhou Xianzhong, Zhu Yu. 2018. Group Role Assignmentwith Cooperation and Conflict Factors[J]. IEEE Transactions on Systems, Man,and Cybernetics: Systems, v 48, n 6, p 851-863.

    56. 刘久兵,张里博,周献中,黄兵,李华雄.2018. 觉模糊信息系统下的三支决策模型[J]. 小型微型计算机系统, 39(6):1281-1285

    57. 刘久兵,顾萍萍,周献中,黄兵,李华雄. 2018.基于优化模型的直觉模糊三支群决策方法[J]. 南京大学学报(自然科学),54(5):944-957(DOI:10.13232/j.cnki.jnju.2018.05.010)

    58. 宋志强,周献中.2018. 多无人平台持续作业调度问题[J]. 系统管理学报, 27(5):938-943

    59. Zhang Libo, Liu Jiubing, Huang Bing, Li Huaxiong, Zhou Xianzhong. 2018. DynamicAgent Evaluation Using Intuitionistic Fuzzy TOPSIS[C]. Proceedings of the 2018IEEE 22nd International Conference on Computer Supported Cooperative Work inDesign, CSCWD 2018, p 407-413.

    60. Liu Jiubing, Zhou Xianzhong, Li Huaxiong, Huang Bing, Zhang Libo,Jia,Xiuyi. 2018. An Optimization View on Intuitionistic Fuzzy Three-WayDecisions[C]. Lecture Notes in Computer Science, v11103 LNAI, p 363-377, RoughSets - International Joint Conference, IJCRS 2018, Proceedings.

    61. Yang Pingping, Zhou Xianzhong, Guo Haichen, Zhou Yunpeng. 2018.Research onself-turning minimum variance control algorithm in non-minimum phase system[C].ICNSC 2018 - 15th IEEE International Conference on Networking, Sensing andControl, p 1-5, (DOI:10.1109/ICNSC.2018.8361273)

    62. Hengrong Ju, Huaxiong Li, Xibei Yang, Xianzhong Zhou, Bing Huang.2017.Cost-sensitive rough set: a multi-granulation approach[J].Knowledge-BasedSystems.2017, 123 (2017) 137–153(DOI: 10.1016/j.knosys.2017.02.019)

    63. 鞠恒荣,周献中,杨佩,李华雄等.2017. 测试代价敏感的粗糙集方法[J].系统工程理论与实践.2017,vol37(1):228-240

    64. Li HX, Zhang LB, Zhou XZ, HuangB. 2017.Cost-sensitive sequential three-way decision modeling using a deepneural network[J].INTERNATIONAL JOURNAL OF APPROXIMATEREASONING.vol.85:68-78(DOI: 10.1016/j.ijar.2017.03.008)

    65. Wu Q, Zhou X, Ge F. 2017. A cross-layer protocol for exploitingcooperative diversity in multi-hop wireless ad hoc networks[J]. WirelessNetworks.2017,23(5):1591-1610(DOI: 10.1007/s11276-016-1238-7)

    66. Zhu Xianjun , Xiao Fangxiong,Zhu Haibin, Wu Qilin, Zhou Xianzhong, Hu Wenting. 2017. Group role assignmentwith flexible formation based on the genetic algorithm[C]. IEEE InternationalConference on SMC 2017, v 2017-January, p 2661-2666

    67. Liu Jiubing, Zhou Xianzhong,Huang Bing, Li Huaxiong. 2017. A three-way decision model based onintuitionistic fuzzy decision systems[C]. Lecture Notes in Computer Science,v10314 LNAI, p 249-263,  2017,  Rough Sets - International JointConference, IJCRS 2017, Proceedings.

    68. Hu Wenting, Yang Pei, ZhouXianzhong, Liu Zhen, Li Huaxiong, Zhu Xianjun. 2017. Salient locations searchbased on human visual attention: An experimental analysis[C]. Proceedings ofthe 2017 IEEE 14th International Conference on Networking, Sensing and Control,ICNSC 2017, p 649-654

    69. Zhang Libo, Gu Pingping; LiuJiubing; Zhou Xianzhong; Li Huaxiong. 2017. A man-machine collaborativeclassification mechanism based on humanware[C]. Proceedings of the 2017 IEEE14th International Conference on Networking, Sensing and Control, ICNSC, p732-737.

    70. Liu Xin, Zhou Xianzhong, JiTianqi; Bai Han, Li Huaxiong. 2017.Combining eye movements for semantic imageclassification[C]. Proceedings of the 2017 IEEE 14th International Conferenceon Networking, Sensing and Control, ICNSC 2017, p 761-766

    71. Zhang Libo, Fu Qijian; ChenJiao; Bai Han; Zhou Xianzhong. 2017. A modified particle swarm optimizationalgorithm – CPSODE[C]. Proceedings of the 29th Chinese Control and Decision Conference,CCDC 2017, p 6659-6663.

    72. Hu Wenting, Zhou Xianzhong, ZhangLibo, Ji Tianqi, Liu Xin. 2017. Salient locations which should be interested[C].Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017, p5757-5762.

    73. Zhu Haibin, Sheng Yin, Zhou Xianzhong, Zhu Yu. 2016. Group Role AssignmentWith Cooperation and Conflict Factors[J]. IEEE Transactions on Systems, Man,and Cybernetics: Systems. 2016.DOI10.1109/ TSMC.2016.2633244

    74. ZHU Xianjun, ZHOU Xianzhong, ZHANG Mo, ZHU Haibin, HE Xiumei.2016. GroupRole Assignment Based on Multiple Criteria in Collaboration Systems[C].IEEEInternational Conference on Systems, Man, and Cybernetics, SMC 2016, October9-12,Budapest, Hungary

    75. Zhu HB, Liu DN, Zhu XJ, Zhu Y, Teng SH, Zhou XZ.2016.When to Re-staff aLate Project - An E-CARGO Approach[C].COMPUTATIONAL SCIENCE AND ITSAPPLICATIONS - ICCSA 2016, Lecture Notes in Computer Science,v9790:201-217(DOI:10.1007/978-3-319-42092-9_16)

    76. 鞠恒荣,李华雄,周献中等.2016. 基于 Local 约简的序贯三支分类器[C].CRSSC-CWI-CGrC2016(大会优秀员工论文).

    77. 周献中,郭庆军,鞠恒荣.2016.基于人件服务的C4ISR服务视点扩展[J].指挥信息系统与技术.7(5):1-9

    78. 胡文婷,周献中等. 2016. 一种基于眼动的网购商品推荐方法[J].系统工程.2016 34(8):143-148

    79. 宋志强,周献中,徐锋.2016. 面向多平台多目标协同跟踪的指派问题[J].火力与指挥控制.2016. 41(2):32-35

    80. 宋志强,周献中,王慧平.2016. 网络化多平台协同控制与决策系统总体设计框架[J].火力与指挥控制.2016. 41(6):121-128

    81. Li H, Zhang L, Huang B, Zhou X. 2015. Sequential three-way decision andgranulation for cost-sensitive face recognition[J]. Knowledge-Based Systems.2016,91: 241-251

    82. Sheng Y, Zhu H, Zhou X, Hu W. 2016. Effective Approaches to AdaptiveCollaboration via Dynamic Role Assignment[J]. IEEE Transactions on Systems,Man, and Cybernetics: Systems. 2016 vol: 46 (1):76-92

    83. Huang B, Guo C, Li H,Feng G, Zhou X. 2016. Hierarchical structures anduncertainty measures for intuitionistic fuzzy approximation space[J].Information Sciences. 2016 vol: 336

    84. Wang B, Wang S, Zhou X, Watada J. 2016. Multi-objective unit commitmentwith wind penetration and emission concerns under stochastic and fuzzyuncertainties[J]. Energy. 2016 vol(111):18-31

    85. Wang B, Wang S, Zhou X, Watada J. 2016. Two-Stage Multi-Objective UnitCommitment Optimization under Hybrid Uncertainties[J]. IEEE Transactions onPower Systems. 2016 .31 (3):2266-2277

    86. Wang B, Zhou X, Watada J. 2016. A unit commitment-based fuzzy bilevelelectricity trading model under load uncertainty[J]. Fuzzy Optimization andDecision Making. 2016.15(1):103-128

    87. Huang B, Guo CX, Li HX, Feng GF, Zhou XZ. 2016.Hierarchical structures anduncertainty measures for intuitionistic fuzzy approximationspace[J].INFORMATIONSCIENCES.vol(336):92-114.(DOI: 10.1016/j.ins.2015.12.005)

    88. 王友发, 周献中.2016. 国内外智能制造研究热点与发展趋势[J]. 中国科技论坛. 2016年第4期154-160.

    89. 胡文婷,周献中,盛寅,欣益行,王友发. 2016. 基于视线跟踪的智能界面实现机制研究[J].计算机应用与软件.2016年第1期134-137.

    90. 朱咸军,周献中,王友发,王志鹏. 2016.面向新型决策系统的人件模型研究[J].中国科技论坛. 2016年第6期121-127.

    91. Zhu H, Liu D, Zhu X, Zhu Y, Teng S, Zhou X .2016. When to re-staff a lateproject-an E-CARGO approach[C].Lecture Notes in Computer Science (includingsubseries Lecture Notes in Artificial Intelligence and Lecture Notes inBioinformatics).2016 vol: 9790

    92. Han S, Zhou X, Chen C. 2016. Path planning for multi-robot systems usingPSO and Critical Path Schedule Method[C]. ICNSC 2016 - 13th IEEE InternationalConference on Networking, Sensing and Control. 2016

    93. Song Z, Zhou X, Li H. 2015. Coordinated stalking tracking for multipleunmanned ground vehicles[J].浙江大学学报(工学版)/Journal of ZhejiangUniversity (Engineering Science). 2015 vol: 49 (12)

    94. Liu J, Liu P, Liu S, Zhou X, Zhang T. 2015. A study of decision process inMCDM problems with large number of criteria[J]. International Transactions inOperational Research. 2015 vol: 22 (2)

    95. Wu Q, Zhou X, Wang S .2015. Relay selection considering successive packetstransmission in cooperative communication networks[J]. Journal of Computing andInformation Technology. 2015 vol: 22 (4)

    96. Yang J, Zhou X. 2015. Web service retrieval based on semantic andsyntactic[J].北京邮电大学学报/Journal of Beijing University of Posts andTelecommunications. 2015 vol: 38 (6)

    97. 王友发,周献中. 2015. 基于专利地图的中国机器人产业知识产权发展对策研究[J]. 中国科技论坛, 2015, (9).

    98. Ju H, Yang X, Yang P, Li H, Zhou X. 2015. A moderate attribute reductionapproach in decision-theoretic rough set[C]. Lecture Notes in Computer Science(including subseries Lecture Notes in Artificial Intelligence and Lecture Notesin Bioinformatics). 2015 vol: 9437

    99. Zhu X, Wang Y, Hu W, Zhou X, Yang J, Zhu H.2015. Multi-task assignment ininformation technology companies based on the E-CARGO mode[C]. Proceedings -2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015

    100. Zhu X, Yang J, Sheng Y, Wang Z, Zhou X. 2015. Humanware model in noveldecision system[C]. Lecture Notes in Electrical Engineering.2015 vol: 338

    101. Wei Q, Li H, Zhou X. 2015. The appropriate hidden layers of deep beliefnetworks for speech recognition[C]. Proceedings - The 2015 10th InternationalConference on Intelligent Systems and Knowledge Engineering, ISKE 2015

    102. Song Z, Li H, Chen C, Zhou X, Xu F. 2014. Coordinated standoff tracking ofmoving targets using differential geometry[J]. Journal of Zhejiang University:Science C. 2014 vol: 15 (4)

    103. Liu J, Ma Y, Liu S, Zhou X. 2014. Process models and social networks basedon relationship tables for events[J].南京理工大学学报/Journal of Nanjing Universityof Science and Technology. 2014 vol: 38 (3)

    104. Wang L, Zhou X, Li H. 2014. Fuzzy classification model based ondecision-theoretic rough set[J]. Information and Control. 2014 vol:43 (1)

    105. Cheng S, Lu X, Zhou X. 2014. Globally optimal selection of web compositeservices based on univariate marginal distribution algorithm[J]. NeuralComputing and Applications. 2014 vol: 24 (1)

    106. 张里博,李华雄,周献中,黄兵. 2014. 人脸识别中的多粒度代价敏感三支决策 [J]. 山东大学学报(理学版). 2014 (08)

    107. Zhang L, Li H, Zhou X, Huang B, Shang L.2014. Cost-sensitive sequentialthree-way decision for face recognition[C]. Lecture Notes in Computer Science(including subseries Lecture Notes in Artificial Intelligence and Lecture Notesin Bioinformatics). 2014 vol: 8537 LNAI

    108. Song Z, Zhou X, Li W, Li H, Wang H. 2014. Scheduling strategies of relaytracking for network-based multiple unmanned ground vehicles[C].Proceedings ofthe 33rd Chinese Control Conference, CCC 2014. 2014.

    109. Sheng Y,HaibinZ,Zhou X,Wang Y. 2014.Effective approaches to group roleassignment with a flexible formation[C]. Conference Proceedings - IEEEInternational Conference on Systems, Man and Cybernetics. vol:2014-Janua (January)

    110. Sheng Y,Zhu H,Zhou X,Feng L. 2014. Effective approaches to AdaptiveCollaboration[C]. Proceedings of the 11th IEEE International Conference onNetworking, Sensing and Control, ICNSC 2014.

    111. Yang J,Zhou X,Wang J,Zhu X. 2014. A novel method for Web ServiceComposition based on extended BDI[C]. Proceedings of the 11th IEEE InternationalConference on Networking, Sensing and Control, ICNSC 2014

    112. 王友发, 周献中, 盛寅, 胡文婷. 2014. 机器人社会柔性角色分配[C] .第18届中国系统工程学会学术年会, 2014.

    113. Li H,Zhou X,Zhao J,Liu D. 2013. Non-monotonic attribute reduction indecision-theoretic rough sets[J]. Fundamenta Informaticae. 2013 vol:126 (4)

    114. Liu J,Liu S,Liu P,Zhou X,Zhao B. 2013. A new decision support model inmulti-criteria decision making with intuitionistic fuzzy sets based on riskpreferences and criteria reduction[J]. Journal of the Operational ResearchSociety. 2013 vol: 64 (8)

    115. Wang L,Zhou X,Li H. 2013. Fuzzy decision-theoretic rough set model and itsattribute reduction[J].上海交通大学学报/Journal of Shanghai JiaotongUniversity. 2013 vol: 47 (7)

    116. 李华雄,周献中,黄兵,赵佳宝. 2013.决策粗糙集与代价敏感分类[J]. 计算机科学与探索. 2013 (02)

    117. 王宝祥,周献中,盛寅,陆晓明,毛可. 2013. 面向人件服务的决策支持系统接口研究[J]. 计算机科学与探索. 2013 (01)

    118. 黄孝鹏,周献中,陆晓明,毛可,王宝祥. 2013.从“以人为本”角度理解和认识决策系统的演化趋势——兼谈人机协同决策系统的构建 [J]. 系统科学学报. 2013 (01)

    119. 黄孝鹏,周献中.2013.复杂决策任务层级分解动态控制策略与算法 [J]. 军事运筹与系统工程. 2013 (01)

    120. Sheng Y,Yang J,Zhou X,Hang X. 2013. Performance evaluation of the novelDSS based on humanware service[C]. 2013 10th IEEE International Conference onNetworking, Sensing and Control, ICNSC 2013.

    121. Jie Y,Xianzhong Z,Baoxiang W,Ke M.2013.A conceptual framework of serviceinvocation in the novel DSS: The example in situation assessment[J]. InternationalReview on Computers and Software. 2013 vol: 8 (1)

    122. Li H,Zhou X,Huang B,Liu D. 2013. Cost-sensitive three-way decision: Asequential strategy[C]. Lecture Notes in Computer Science (including subseriesLecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).2013 vol: 8171 LNAI

    123. Jie Y,Xianzhong Z ,Yin S ,Ke M. 2013. A framework of service invocation inthe novel DSS based on Humanware Service[C]. Proceedings of the 2013 3rdInternational Conference on Intelligent System Design and EngineeringApplications, ISDEA 2013.

    124. Song Z,Zhou X. 2013. Research and simulation of wireless sensor andactuator networked control system[C]. 2013 25th Chinese Control and DecisionConference, CCDC 2013

    125. 胡文婷, 周献中, 王友发等.2013. 基于智能界面的交互模型研究[[C]. 2013 第一届中国指挥控制大会论文集.

    126. Li H,Wang M,Zhou X,Zhao J. 2012. An interval set model for learning rulesfrom incomplete information table[J]. International Journal of ApproximateReasoning. 2012 vol: 53 (1)

    127. Zhan J,Zhou X,Zhao J. 2012. Impact of software complexity on developmentproductivity[J]. International Journal of Software Engineering and KnowledgeEngineering. 2012 vol: 22 (8)

    128. Wang L,Zhou X,Shen J. 2012. An improved rough k-means clusteringalgorithm[J].控制与决策/Control and Decision. 2012 vol: 27 (11)

    129. Huang Z,Liu J,Liu S,Zhou X,Luo J. 2012. Prospect theory model for multiplecriteria decision making alternative with interval number[J].系统工程与电子技术/Systems Engineering and Electronics. 2012 vol: 34 (5)

    130. Xiao Y,Zhou X,Zhu L,Su Z,Lu X.2012. Automatic Web services compositionbased on improved HTN planning[J]. 江苏大学学报(自然科学版)/Journal of Jiangsu University(Natural Science Edition). 2012 vol: 33 (1)

    131. 黄孝鹏,周献中,杨佩,萧毅鸿. 2012. 基于人件服务的新型决策系统关键技术研究 [J].计算机应用与软件. 2012 (02)

    132. Li H,Zhou X,Zhao J,Huang B. 2012. Cost-sensitive classification based ondecision-theoretic rough set model[C]. Lecture Notes in Computer Science(including subseries Lecture Notes in Artificial Intelligence and Lecture Notesin Bioinformatics). 2012 vol: 7414 LNAI

    133. Wang L,Zhou X,Shen J. 2012. A rough T-S fuzzy model[C]. Proceedings of theWorld Congress on Intelligent Control and Automation (WCICA).2012

    134. Yang P,Zhou X,Lu X,Wu K. 2012. An incremental semantic web servicediscovery method based on Formal Concept Analysis[C]. 2012 IEEE 5thInternational Conference on Advanced Computational Intelligence, ICACI 2012

    135. Wang J,Zhou X,Ding J. 2011. Software architectural modelling andverification: A Petri net and temporal logic approach[J]. Transactions of theInstitute of Measurement and Control. 2011 vol: 33 (1)

    136. Li Huaxiong, Zhou Xianzhong.2011.Risk decision making based ondecision-theoretic rough set: A three-way view decision model[J].InternationalJournal of Computational Intelligence Systems.4(1) p 1-1

    137. Zhou X,Zhan J,Li M,Zhao J,Zhu Y . 2011. Original cause of softwareuntrustworthiness: Distrustable factor[J].系统工程理论与实践/System Engineering Theory andPractice. 2011 vol: 31 (12)

    138. Liu J,Liu S,Zhou X,Chen S. 2011. Research on multiple-attribute decisionmaking problems based on similarity relationship[J].系统工程与电子技术/Systems Engineering and Electronics. 2011 vol: 33 (5)

    139. 萧毅鸿,周献中,张铁. 2011. 扩展层级任务网络规划的变粒度作战任务分解策略 [J].火力与指挥控制. 2011 (07)

    140. Li H,Zhou X,Zhao J,Liu D. 2011. Attribute reduction in decision-theoreticrough set model: A further investigation[C]. Lecture Notes in Computer Science(including subseries Lecture Notes in Artificial Intelligence and Lecture Notesin Bioinformatics). 2011 vol: 6954 LNAI

    141. Ling H,Zheng Y,Zhang Z,Zhou X. 2011. A new multi-objective particle swarmoptimization algorithm for strategic planning of equipment maintenance[C].Lecture Notes in Computer Science (including subseries Lecture Notes inArtificial Intelligence and Lecture Notes in Bioinformatics). 2011 vol:6729 LNCS (PART 2)

    142. Ling H,Zhou X,Xiao Y,Jiang X. 2011. An improved PSO algorithm forconstrained multiobjective optimization problems[C]. 2011 InternationalConference on Computer Science and Service System, CSSS 2011 - Proceedings

    143. Zhao S,Lu X,Zhou X,Zhang T,Xue J. 2011. A reliability model for webservices: From the consumers' perspective[C]. 2011 International Conference onComputer Science and Service System, CSSS 2011 – Proceedings. 2011

    144. 吴奎,周献中.2010.基于本体的Web服务连接研究[J].系统工程与电子技术.32(1)p179-182

    145. 吴奎,周献中.2010.基于贝叶斯估计的概念语义相似度算法[J].中文信息学报.24(2)p52- 57

    146. Wang L, Zhou, XZ Zhang, GM..2010.Application of FCM clustering based roughsets on steel rolling process[C].2010 Chinese Control and Decision Conference.p512-516

    147. Zhu Yingying, Zhou Xianzhong, Wang Jiacun.2010.A Perspective of PSPModeling Based on Control Theory[C].IEEE ICNSC.p342-345

    148. Ling Haifeng, Zhouxianzhong, Zheng Yujun.2010.Refactoring from objectoriented systems to service-oriented systems: a categoricalapproach[C].Proceedings of 2010 ICSS.p214- 218

    149. Zhan Jizhou, Zhou Xian zhong.2010.Analysis of the Original Cause ofSoftware Distrust[C].Proc. of 2nd Int’l Conf. on SEDM.p240-245

    150. Xiao Yihong, Zhou Xianzhong.2010.A Case retrieval algorithm based onBayesian Estimation[C].2010 Int’l Conf. on Management and ServiceScience(MASS).p5878-5882

    151. Xiao Yihong , Zhou Xianzhong, Huang Xiaopeng.2010.Automated semantic webservice composition based on enhanced HTN[C].Proc. of 5th IEEE Int’l Symp. onSOSE.p59- 63

    152. Li Huaxiong , Zhou Xianzhong, Zhu Meimei.2010.A heuristic reductionalgorithm in IIS based on binary matrix[C].Lecture Notes in Comp. Sci. 5thIntern. Conf. RSKT. LNAI 6401.p 143-150

    153. Zhan Jizhou, Zhou Xianzhong, Zhao Jiabao.2010.TheImpacts of Some Distrustable Factors on Software Quality[C].2010 IEEE MINES.p772- 776

    154. Li Meng, Zhou Xianzhong, Zhu Yingying.2010.AnEvolutionary Game of Partners in Peer Review[C].World Congress on SoftwareEngineering.VII:179-182

    155. 周献中,李华雄.2010.广义约简、核与分辨矩阵[J].控制与决策.25(10):p 1-11

    156. Li Meng, Zhou Xianzhong, Wang Jiacun.2009.et al. APerspective of Software Trustworthiness Based on Distrustable Factors.The IEEEInternational Conference on Networking, Sensing and Control.

    157. Li Meng, Zhou Xianzhong, Zhu Yingying.2009.AnOntology-Based Identification Framework for Distrustable Factors.The 2009 WorldCongress on Computer Science and Information Engineering (CSIE 2009).

    158. Xianzhong Zhou, Huaxiaong Li.2009.A Multiview DecisionModel Based on Decision-theoretic Rough Set[C].RSKT’09. Selected for thespecial issue of the International Journal of Computational IntelligenceSystems (IJCIS) entitled .

    159. Li Huaxiong, Zhou Xianzhong , Huang Bing.2009.Methodto Determine in Rough Set Model Based on Connection Degree[J]. Journal ofSystems Engineering and Electronics.2009.

    160. Li, H. X., Yao, Y. Y., Zhou, X. Z., Huang, B.2009.Atwo-phase model for learning rules from incomplete data[J].FundamentaInformaticae.

    161. Zhao, Yaqin, Zhou, Xianzhong.2009.A clustering basedon information granularity for high dimensional sparse data[C].2005 IEEEInternational Conference on Granular Computing.v 2005,pp 363-366

    162. 周献中,施爱博,吴奎.2008.基于本体的分配决策问题模型化方法探讨[J].火力与指挥控制.2008 33(11):85-88

    163. 杨建新,周献中,葛银茂.2008.基于拉普拉斯图谱和K均值的多社团发现方法[J].计算机工程.2008,34(12):178-180

    164. 杨建新,周献中,葛银茂.2008.复杂网络形态研究及其应用[J].上海理工大学学报.2008,30(3):231-236

    165. He, Xin,Guo, Ling, Zhou,Xianzhong.2008.A method based on general model template for audioretrieval[C].Proceedings of 2008 IEEE International Conference on Networking,Sensing and Control, ICNSC.2008, p 1688-1691

    166. He, Xin,Guo, Ling, Zhou,Xianzhong.2008.Hybrid independent component analysis and rough set approach foraudio feature extraction[C].Proceedings of the 2008 Chinese Conference onPattern Recognition, CCPR 2008.2008, p 412-415

    167. 井祥鹤, 魏冬峰, 周献中.2008.运输方式选择多目标优化问题的混合遗传算法[J].计算机工程与应用.2008, 44 ( 6):210~212,214

    168. 黄兵,李华雄,周献中.2008.不完备信息系统中联系度粗糙集模型的知识约简[J].计算机工程.2008,34(11):18-20

    169. Huaxiong Li, Xianzhong, Zhou.2008.Rule induction fromincomplete data based on known values[C]. In: Proc. 1st InternationalConference on Advanced Intelligence (Z. Shi, W. Horn, X. Wu, Eds.), Posts andTelecommunications Press, Beijing.2008, 77-82

    170. L. Wang, X.Z.Zhou.2008.A fuzzy predictive controllerbased on neural network model for active queue management[C].In: Proc. 1stInternational Conference on Advanced Intelligence (Z. Shi, W. Horn, X. Wu,Eds.), Posts and Telecommunications Press.Beijing, 2008,195-199

    171. Chen, Chunlin,Zhu, Zhangqing; Zhou, Xianzhong; Chen,Qiang.2008.Measurement based quantum learning control of multi-qubitsystems[J].Mediterranean Journal of Measurement and Control.2008, 4(3): 94-100

    172. Chen, Chunlin ; Yang, Pei; Zhou, Xianzhong; Dong,Daoyi.2008.A Quantum-inspired Q-learning algorithm for indoor robotnavigation[C].Proceedings of 2008 IEEE International Conference on Networking,Sensing and Control, ICNSC.2008, p 1599-1603

    173. 倪德强, 周献中, 孟利民.2008.Make One 构件的集成式描述模型[J].计算机工程与应用.2008, 44( 2):101-105

    174. 殷拔群,周献中.2008.基于F PGA的RTL级USB2—0协议层设计与实现[J].中国集成电路.2008,7 :38-41

    175. 周献中,井祥鹤等.2007.基于UML的铁路输送辅助决策软件设计[J].铁道学报.2007,29(4):60-64

    176. He, X, Guo, L, Zhou, XZ.2007.et al. Hybrid supportvector machine and general model approach for audio classification[C].4thInternational Symposium on Neural Networks (ISNN 2007): Advances in NeuralNetworks.vol. 4493: 434-440

    177. 赵亚琴,周献中,何新.2007.一种层次的电影视频摘要生成方法[J].中国图象图形学报.2007,12(8):1412~1417

    178. 赵亚琴,周献中,何新.2007.利用等价关系理论进行视频片段检索的方法[J].中国图象图形学报.2007,12(1):127~134

    179. 王海梅, 周献中.2007.黑版地形图道路提取算法的研究[J].工程图学学报.2007, 28(2):119~123

    180. Zhao, Yaqin;Zhou, Xianzhong; He, Xin.2007.Efficientshot cluster-based scene detection method for movie video retrieval[J].Journalof Computational Information Systems.2007, 3(1):139-145

    181. Zhou Xianzhong, Li Huaxiong, Huang Bing, YangPei.2007.Survey on rough set theory based on connection degree[C].Proceeding ofICM’07 6th International Conference on Management(Zhang Jinlong, Zhang wei,etc. Eds.),Wuhan, China.2007,466-472.

    182. Bing Huang, Ling Guo, Xianzhong Zhou.2007.Approximationreduction based on similarity relation[M].FSKD 2007.Vol. 3: 124-128

    183. 李华雄,周献中,黄兵,杨佩.2007.基于联系度粗糙集的不完备信息系统属性约简[J].计算机科学.2007,34(8A):39-42

    184. 黄兵,周献中,胡作进.2007.不一致决策表的k阶分配序约简[J].计算机工程.2007,33(5): 16-19

    185. Xianzhong, Zhou; Zhaohan, Sheng; Jiabao, Zhao.2007.etal.. Dynamic Project Management and its Application on Emergency Response System[C].2007IEEE International Conference on Networking, Sensing and Control. APR.2007,London, ENGLAND, pp205 - 208

    186. Zhu, ZQ; Zhou, XZ.2007.Fault detection based on thestates observer for networked control systems with uncertain longtime-delay[C].2007 IEEE International Conference on Automation andLogistics.Jinan, CHINA, pp 2320-2324

    187. Chen, Q; Zhou, XZ; Yang, GL.2007.The research onAugmented Reality in digital design[C.PROCEEDINGS OF THE INTERNATIONALCONFERENCE ON MECHANICAL ENGINEERING AND MECHANICS 2007.Wuxi, CHINA, pp 518-521

    188. 孟利民,周献中.2007.Make One—基于软件功能构件的通用电子设备模式及其价值潜力研究[J].系统工程理论与实践.2007,27(6): 136-142

    189. 江金龙,周献中,孙勇成等.2006.基于UML和Petri网的层次建模分析方法[J].系统仿真学报.2006,18(2):290-293

    190. 江金龙,周献中,孙勇成等.2006.层次建模分析方法在C4ISR系统中的应用[J].计算机工程.2006,32(12):11-13

    191. 王海梅, 周献中.2006.网络系统中的最短路径分析及其应用研究[J].兵工学报.2006, 27(3):515~518

    192. 周献中,孙勇成,江金龙.2006.基于使用模型和遗传算法的测试数据自动产生技术[J].兵工学报.2006年,27(6):1051-1055

    193. Jinlong Jiang; Xianzhong Zhou; YongchengSun.2006.Component-Level Reduction Rules for Time Petri Nets Based onDTPN[J].Journal of Information and Computing Science.2006,1(1):37-46

    194. Zhao, YQ; Zhou, XZ; Tang, GZ.2006.Audiovisualintegration for racquet sports video retrieval[C].2nd International Conferenceon Advanced Data Mining and Applications. ADVANCED DATA MINING ANDAPPLICATIONS, PROCEEDINGS ,Xian CHINA.2006, pp4093: 673-680

    195. Zhou, XZ; He, X; Shi, YC.2006.Hybrid IndependentComponent Analysis and Support Vector Machine approach for audioclassification[C].IEEE International Conference on Networking, Sensing andControl. Proceedings, APR, Ft Lauderdale FL,USA.2006,pp189-193

    196. 井祥鹤,周献中等.2006.按照装备编组平车装载问题的混合型遗传算法[J].系统仿真学报.2006,18(6):1705~1707,1710

    197. 井祥鹤,周献中等.2006.铁路输送中平车装载问题的模型与算法[J].计算机工程.2006,32(18):197-199

    198. 王海梅,周献中,欧敏.2006.基于GIS的多任务路径优选算法的研究与实现[J].系统仿真学报.2006,18(11):3042-3045

    199. 井祥鹤,周献中等.2006.多型号平车装载问题的混合遗传算法[J].铁道学报.2006,28(6):10-15

    200. Zhou, XZ; Zhao, YQ; Wang, JY.2006.An efficient scenedetection using rough set-based fuzzy clustering for film video[C].6th WorldCongress on Intelligent Control and Automation, WCICA 2006: Sixth WorldCongress on Intelligent Control and Automation, Conference Proceedings, Dalian,CHINA.2006,pp10435-10439

    201. 辛动军,周献中.2006.基于Snake模型的地图中河流提取算法[J].计算机工程.2006,32(20):16-17,42

    202. 赵亚琴,周献中.2006.一种基于小生境遗传算法的中文文本聚类新方法[J].计算机工程.2006,32(6):206-208

    203. 辛动军,周献中,史迎春.2006.基于梯度矢量流主动轮廓模型的等高线提取算法[J].计算机辅助设计与图形学学报.2006,18(7): 982-987

    204. Yaqin , Zhao ; Xin He , Xianzhong; Zhou.2006.Retrievalof Sports Video Clips Using Audio-Visual Features and TextInformation[C].Journal of Information and Computing Science.2006,1(2):101-109

    205. 魏大宽,黄兵,周献中.2006.不完备模糊目标信息系统粗集模型与知识约简[J].计算机工程.2006, Vol.32 (8):48-51

    206. 黄兵,周献中,胡作进.2006.不完备信息系统中一个变精度粗糙集模型[J].中北大学学报(自然科学版).2006,27(4):283-287

    207. Dakuan Wei, Yaqin Zhao, Xianzhong Zhou.2006.A roughset approach to incomplete and fuzzy decision information system[C].2006 IEEE6th World Congress on Intelligent Control and Automation, June 2006,Dalian,CHINA.pp4219-4223

    208. Xianzhong Zhou, Bing Huang, JiabaoZhao.2006.Multi-level knowledge reduction in fuzzy objective informationsystems[C].2006 IEEE 6th World Congress on Intelligent Control and Automation,June 2006. Dalian, CHINA.pp4123-4127

    209. D.K. Wei, X.Z. Zhou, D.J. Xin and Z.W. Chen.2006.Variable rough set model and knowledge reduction for incomplete and fuzzydecision information systems[J].International Journal of InformationTechnology.2006, Vol. 3 (2):140-144

    210. 魏大宽,周献中,黄兵.2006.不完备模糊决策信息系统的粗集模型与精度约简[J].计算机科学.2006, Vol.33 (6):182-185

    211. 魏大宽,周献中,朱宇光.2006.基于改进型相容关系的不完备信息系统知识约简[J].计算机科学.2006, Vol.32 (8A):53-56

    212. Bing Huang, Xianzhong zhou, Xiao-yao Jiang.2006.Knowledgereductions in fuzzy information systems[C].Proceedings of 2006 InternationalConference on Machine Learning and Cybernetics.Vol. 5: 4169-4172

    213. Zhao, YQ; Tang, GZ; Wei, DK; Zhou XZ.2006. Aclustering algorithm based on probabilistic crowding and K-means[C].2006 IEEE6th World Congress on Intelligent Control and Automation, June 2006, Dalian,CHINA.pp 5892-5895

    214. 周献中,赵佳宝.2006.发掘自身优势,创新培养模式,建设“新”的专业[M].自动化学科专业的规划与发展,上海,同济大学出版社.陈启军,张伟等编;2006,67-73

    215. Zhangqing Zhu; Xianzhong Zhou.2006.Robust FaultDetection on Networked Control Systems with uncertain long time-delay[C].2006IEEE 6th World Congress on Intelligent Control and Automation.Dalian, CHINA ,pp:5670 - 5674

    216. 孟利民,周献中.2006.Make One—基于软件功能构件的通用电子设备模式研究[J].高科技与产业化.2006,(6)

    217. 孙勇成,周献中,李桂芳等.2005.基于灰色关联分析的仿真模型验证及其改进[J].系统仿真学报.2005,17(3):522-524

    218. Sun, YC; Jiang, JL; Zhou, XZ.2005.Genetic algorithmbased test of simulation system [C].17th Chinese Control and DecisionConference. Proceedings of 2005 Chinese Control and Decision Conference,JUN,2005, Harbin CHINA.1923-+

    219. 孙勇成,马艳琴,周献中,江金龙.2005.建模与仿真中验证与确认的测试与评估实现[J].系统仿真学报.2005, 17(10): 2317-2320

    220. 孙勇成,周献中,江金龙.2005.分布式实时仿真系统的实时性验证[J].系统仿真学报.2005, 17(7): 1553-1555,1559

    221. 孙勇成,周献中,江金龙.2005.实时仿真系统可信性验证[J].系统仿真学报.2005, 17(5): 1101-1103

    222. 江金龙,周献中,孙勇成.2005.基于UML状态图的C4ISR系统的建模和实时分析[J].计算机工程.2005,31(22):15-17

    223. 江金龙,周献中,孙勇成.2005.基于DEVS的UML建模方法:UML-BD[J].计算机工程.2005,31(16):21-23

    224. 孙勇成,周献中,江金龙.2005.基于灰色聚类法的仿真系统可信度分析[J].计算机仿真.2005,22(10):94-96,104

    225. 王海梅, 周献中.2005.时变道路网最短路径算法的研究[J].火力与指挥控制.2005, 30(7):14~17

    226. 史迎春,周献中等.2005.综合利用形状和颜色特征的台标识别[J].模式识别与人工智能.2005,18(2):216-222

    227. 周献中, 史迎春,王韬.2005.基于HSV颜色空间加权Hu不变矩的台标识别[J].南京理工大学学报.2005,29(3):363-367

    228. Xin, DJ; Zhou, XZ; Shi, YC.2005.Contour linesconnecting algorithms based on generalized gradient vector, flow snakesmodel[C].Proceedings of 2005 Chinese Control and Decision Conference, JUN,2005, Harbin CHINA. pp639-642

    229. Shi, YC; Zhou, XZ; Xin, DJ.2005.et al.Wipe detectionalgorithm through spatio-temporad slice edge analysis[C].17th Chinese Controland Decision Conference. Proceedings of 2005 Chinese Control and DecisionConference, 631-+,JUN, 2005, Harbin CHINA.

    230. He, X, Zhou, XZ.2005.et al.Location and extraction ofbroadcast in news video based on QGMM and BIC[C].Fifth International Conferenceon Computer and Information Technology-Proceedings, Shanghai, CHINA.2005,pp662-666

    231. He, X, Zhou, XZ.2005.Audio Classification by HybridSupport Vector Machine & Hidden Markov Model[C].World Journal of Modelingand Simulation.2005.1(1):56-59

    232. Zhao, YQ; Zhou, XZ.2005.A clustering based oninformation granularity for high dimensional sparse data [C].IEEE InternationalConference on Granular Computing.pp363-366

    233. Wei, DK; Zhou, XZ.2005.Rough set model in incompleteand fuzzy decision information system based on improved-tolerancerelation[C].IEEE International Conference on Granular Computing.pp 278-283

    234. Zhao, YQ; Zhou, XZ; Tang, GZ.2005.A rough set-basedfuzzy clustering [C].2nd Asia Information Retrieval Symposium.PROCEEDINGS vol.3689: 401-409

    235. Huang, B; Zhou, XZ; Shi, YC.2005.Upper/lowerapproximation reduction-based on tolerance relation[C].17th Chinese Control andDecision Conference. Proceedings of 2005 Chinese Control and DecisionConference.pp1935-1938

    236. 黄兵,周献中.2005.不完备信息系统分配约简与规则提取的矩阵算法[J].计算机工程.2005, Vol.31 (17):20-22

    237. 黄兵,周献中.2005.不一致决策表的分配序约简[J].南京理工大学学报.2005,29(3):360-362,367

    238. 黄兵,周献中,张蓉蓉.2005.基于信息量的不完备信息系统属性约简.系统工程理论与实践.2005,25(4):55-60

    239. 黄兵,周献中.2005.不一致决策表中规则提取的矩阵算法[J].系统工程与电子技术.2005,27(3):441-445

    240. 周献中.2005.以新的思维办好“新”的(自动化)专业[J].实验室研究与探索.2005,Vol . 24 Sup.:47-49

    241. Jiang JL, Zhou XZ, Sun YC.2004.The Improvement ofMulti- Federations Architecture for C4ISR Simulation System[C].2004 8thInternational Conference on Control, Automation, Robotics and Vision(ICARCV’04,Kunming ).1384-1387

    242. 周献中,郑华利.2004.基于可变形模型及区域流向分析的等高线自适应矢量化算法[J].计算机学报.2004,27(8):1056-1063

    243. 史迎春, 王韬, 周献中.2004.基于语义的新闻检索系统的实现[J].计算机工程.2004,30(16):155-157

    244. 史迎春, 周献中, 丁泉等.2004.基于摄像机运动的简单虚拟场景生成[J].系统仿真学报.2004.16(2):319-321,336

    245. Shi, YC; Zhou, XZ; Luo, W.2004.et al.Automaticallyparsing and labelling video based on camera motion qualitative analysis[C].20048th International Conference on Control, Automation, Robotics and Vision(ICARCV 2004,Kunming).1543-1546

    246. 史迎春, 王韬, 周献中.2004.一种基于时空分布特征的新闻字幕检测新算法[J].系统仿真学报.2004.16(11):2483-2489

    247. 郑华利, 周献中, 王宏波.2004.基于形态分解运算的地形图要素自动提取与识别[J].小型微型计算机系统.2004,25(6):1072-1075

    248. 黄兵,周献中,史迎春.2004.基于一般二元关系的知识粗糙熵和粗集粗糙熵[J].系统工程理论与实践.2004,24(1):93-96

    249. 黄兵,周献中.2004.不完备信息系统中基于联系度的粗集模型拓展[J].系统工程理论与实践.2004,24(1):88-92

    250. 黄兵,何新,周献中.2004.基于相容关系的粗计算(英文)[J].自动化学报.2004,30(3):364-370

    251. 黄兵,何新,周献中.2004.基于广义粗集覆盖约简的粗糙熵(英文)[J].软件学报.2004, 15(2):215-220

    252. 徐延勇,周献中,井祥鹤,郭忠伟.2003.基于最大熵模型的汉语句子分析[J].电子学报.2003,31(11):1608-1612

    253. 郑华利,周献中,王建宇.2003.彩色扫描地图的自动分色算法研究[J].计算机辅助设计与图形学学报.2003,15(1):29-33

    254. 郑华利,周献中,王建宇.2003.空间关系信息和颜色信息相结合的地形图分层算法[J].中国图象图形学报.2003,8(A)(3):334-340

    255. 郑华利,周献中,王建宇.2003.基于色彩空间转换及模糊约束聚类的地形图自动分色[J].测绘学报.2003,32(2):183-187

    256. Zheng, HL; Zhou, XZ; Wang, HB.2003.Automaticvectorization of contour lines based on deformable model witb adaptive floworientation [C].Proceedings of the 2003 IEEE International Conference onRobotics, Intelligent Systems and Signal. Processing, Changsha, China.2003,pp1151-1156

    257. Shi, YC; He, X; Zhou, XZ.2003.et al. MultiplayerSemantic Modeling of Video and its Semantic Extraction Frame[C].Proceedings ofthe 2003 IEEE International Conference on Robotics, Intelligent Systems andSignal. Processing, Changsha, China.2003, pp783-788

    258. Guo, Ling, Wang, Xiaolan; Zhou, Xianzhong. Color MapImage Segmentation Based on Color Model and Structure Features[M].Proceedingsof SPIE.Vol. 5286(1):493-497, 2003

    259. 郭忠伟,周献中,徐延勇.2003.C3I系统仿真中基于NLG技术的文电自动生成[J].系统仿真学报.2003,15(12):1712-1714,1728

    260. 徐延勇, 杨方, 周献中, 郭忠伟.2003.C4ISR中基于XML的作战文书标准化[J].火力与指挥控制.2003,28(6):53-56

    261. 周献中,黄兵.2003.基于粗集的不完备信息系统属性约简[J].南京理工大学学报.2003,27(5):630-635

    262. 徐延勇,郭忠伟,周献中.2002.基于NLP的军用文书自动生成系统建模[J].南京理工大学学报.2002,26(4):362-366

    263. Xu, YY; Zhou, XZ; Guo, ZW.2002. Weak learningalgorithm for multi-label multi-class text categorization[C].2002 INTERNATIONALCONFERENCE ON MACHINE LEARNING AND CYBERNETICS. Processing, BEIJING,China.2002, pp890-894

    264. 周献中,郭钟,孙斌.1999.区域技术创新水平综合评价与分析[J].科技与经济.1999(3):20-22

    265. 周献中.1997.对C3I系统中辅助决策问题的几点思考[J].系统工程与电子技术.1997,19(8):17-22

    266. 周献中,杨成梧,李鸿志.1997.非线性DPS的块脉冲函数辨识法及截断项数的最佳选取(英文)[J.控制理论及应用.1997,14(1): 73-78

    267. 周献中,魏世孝.1996.C3I系统综合评价[J].兵工学报.1996,17(3):220-224

    268. 周献中,魏世孝.1996.情报指挥系统防空效能费用评估[J].兵工学报.1996,17(2):137-142

    269. 周献中,李鸿志,杨成梧.1996.辨识一类抛物型系统时的传感器定位[J].南京理工大学学报.1996,20(6):541-544

    270. 周献中; 魏世孝.1994.防空C3I系统战前辅助决策的MADM模型及框架设计[J].火力与指挥控制.1994, 19(3):17-21

    271. 周献中; 魏世孝.1994.野战防空C3I系统战前辅助决策研究[J].南京理工大学学报.1994(4):10-13


    1. 《兵棋推演与国防教育》丛书(第一辑)(总主编).哈尔滨工程大学出版社, 2022-09

    2. 自动化导论(第三版,本科教材)-“十三五”江苏省高等学校重点教材. 科学出版社,2022-08.截止2023年8月,该教材各版已重印17次。

    3. 2014-2015指挥与控制学科发展报告(副组长,并主笔“综合报告”). 中国科学技术出版社,2016-04.该报告系国际、国内第一部“指挥与控制学科发展报告,在本学科领域产生了很大的影响。  

    4. 自动化导论(第二版,本科教材). 科学出版社,2014-08 .截止2019年8月,该版教材已重印8次(两版共印13次)。 

    5. 指挥自动化系统辅助决策技术(专著,国防优秀图书基金资助). 国防工业出版社,2012-09. 该著作获2015年中国指挥与控制学会首届优秀图书奖。

    6. 决策粗糙集理论及其研究进展(专著). 科学出版社,2011-11

    7. 不完备信息系统知识获取的粗糙集理论与方法(专著).南京大学出版社,2010-12

    8. 自动化导论(第一版,本科教材).科学出版社,2009-08

    9. 运筹决策理论方法新编(研究生教材). 清华大学出版社,2010-05

    10. 多属性决策理论方法及在C3I系统中的应用(专著,国防优秀图书基金资助). 国防工业出版社,1998-07 


  • 主持的主要科研项目:

    1. ×××任务规划(一期)×××分系统—研判与部署模型技术及软件开发(×××项目子项),2023-2024

    2. ×××任务规划算法模型开发(横向),2023

    3. ×××任务场景下的用户交互行为建模技术(×××项目子项),2023

    4. 智能化技术研究支撑平台及应用系统基本模型研究与开发(横向),2022-2023

    5. 多智能体深度强化学习任务规划模型开发(竞争性课题),×××大学,2021-2021

    6. ×××协调载荷方案生成技术(横向),中船重工第716研究所,2019-2020

    7. 月面探测任务中航天员-机器人协调感知与交互技术研究,中国载人航天工程办公室,2018-2020

    8. 海洋大数据平台管理与应用集成可视化软件开发(横向),中船重工第724研究所,2019-2021

    9. ×××体系智能构建技术研究(横向),中船重工第716研究所,2020-2020

    10. ×××系统剧情模拟器开发(横向),中船重工第716研究所,2020-2020

    11. 面向多任务人机协作的通道匹配机理研究(61876079),国家自然科学基金面上项目,2019-2022

    12. 区域×××科技资源融合共享潜力与实现机制研究(纵向),江苏省×××发展委员会,2019-2020

    13. ×××信息智能协同交互技术(横向),北方信控研究院集团公司,2018-2020

    14. ×××装备维修保障作业仿真技术(纵向),ZF重点项目(联合申请),2017-2020

    15. ×××态势认知技术(纵向),ZF重点项目(联合申请),2016-2020

    16. ×××分布式智能化协同指挥决策技术(横向),中船重工第716研究所,2018-2019

    17. 敏捷式C2系统概念模型及架构(纵向),ZF一般基金项目,2017-2018

    18. 多功能雷达辅助决策技术支持研究(横向),PLA 92232部队,2016

    19. 网络化信息系统柔性体系结构设计与评估(横向),PLA 63961部队,2015-2016

    20. ×××平台协同任务规划技术(横向),中国电子集团第二十八研究所,2015-2016

    21. 基于“人即服务”理念的决策支持系统设计理论和方法研究(71171107),国家自然科学基金面上项目,2012-2015

    22. 智能多通道人机交互技术,ZZ“十二五”重点项目子项,2012-2015

    23. 网络化×××柔性体系结构元模型设计技术,“十二五”GF项目子项,2013-2015

    24. 网络化无人平台的任务管理与动态调度,“十二五”GF项目子项,2013-2015

    25. 网络化×××群的自修复任务规划技术,中国BQ装备研究院,2013-2015

    26. 语音交互开发包(横向),中国船舶重工集团公司第七0九研究所,2014-2015

    27. 网络化无人×××系统的一体化设计理论与方法研究(9140A06050213BQ37001),ZZ预研基金重点项目(联合申请),2013-2014  

    28. 决策粗糙集的关键理论方法及其在应急管理中的应用研究(70971062),国家自然科学基金面上项目,2010-2012

    29. 基于服务的交互式×××支持关键技术研究(9140A06040510BQ3701),ZZ预研基金重点项目(联合申请),2010-2012


  • 中国指挥与控制学会常务理事;

    江苏省系统工程学会名誉理事长;

    江苏省自动化学会常务理事;

    中国系统工程学会第七、八、九理事会常务理事;

    国际粗糙集学会高级会员等。

     

  • 中国科协特聘控制科学与工程、系统工程学科首席科学传播专家(2019)

    宝钢优秀教师奖(2018);

    江苏省“333工程”中青年学科带头人(2002,2007);

    “江苏省优秀科技工作者”(2000);

    南京大学“石林奖教金”等荣誉称号(2011)。



  • 申请号专利(著作权)名称所有发明人专利类型申请日期授权公告日专利状态
    ZL201810015691.0一种面向多通道协同智能交互的智能通道切换系统与方法周献中;王天行;刘盺;杨萍萍    发明专利2018/1/82021/1/26已授权
    202018019768.X基于深度学习的兵棋推演态势认知方法周献中,戴迪,孙宇祥,项祺,周佳炜,刁翔,黄孝鹏,于佳慧  GF发明专利2020/12/31
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