Faculty
师资队伍
管理科学与信息管理系
  • 姓 名 :胡军华
  • 学 位 :博士
  • 职 称 :教授
  • 所属部门 :管理科学与信息管理系
  • 行政职务 :
  • 研究领域 :管理科学与工程、工商管理、金融工程
  • 研究方向 :大数据分析、决策理论与方法、电子商务、物流与供应链管理、风险管理
  • 电子邮箱 : hujunhua@csu.edu.cn; 手机:13974872488

导师情况

博导

个人简介

胡军华博士、教授、博士生导师,2021年入选斯坦福大学发布的全球前2%顶尖科学家榜单。2004年获日本千叶工业大学经营工学博士学位,目前主要从事医疗大数据分析、决策理论与方法、电子商务、物流与供应链管理、风险管理等方面的研究。到目前为止,已在国内外重要期刊European Journal of Operational Research, Information Fusion,  Applied Soft Computing, Knowledge-Based Systems, Expert Systems with Applications, Computer & Industrial Engineering, 控制与决策、系统工程与电子技术等共发表论文80余篇,主持国家自然科学基金面上项目3项、教育部人文社会科学基金项目2项、湖南省自然科学基金项目1项、湖南省哲学社会科学基金项目1项和中国博士后科学基金项目1项,并作为重要成员参与国家创新群体项目、国家自然科学基金重点项目、国家“十五”科技攻关计划、国家“十一五”科技支撑计划等多项纵向课题及政府与企业横向课题的研究。现为中国优选法统筹法与经济数学研究会计算机模拟分会理事。



主要课题

[1]国家自然科学基金面上项目,数智化背景下基于三支决策的重大疾病治疗方案推荐方法研究 (72671313),2027.1-2030.12,主持

[2]国家自然科学基金面上项目,不确定环境下大数据驱动的个性化医生推荐研究(71871229),2019.1-2022.12,主持

[3]国家自然科学基金面上项目,面向利益相关群体的大型工程项目复杂动态决策方法研究(71371196),2014.1-2017.12,主持

[4]教育部人文社会科学规划基金项目,基于深度学习和序贯三支决策的乳腺癌多源图像动态诊断模型研究(23A10533023),2023.1-2025.12,主持

[5]教育部人文社会科学规划基金项目,基于前景理论的模糊多准则决策方法及其在投资领域的实证检测研究(11YJA630031),2011.1-2014.12,主持

[6]湖南省自然科学基金项目,基于大数据的新发重大传染病监测、预警和应对(2021JJ30031),2021.01-2023.12,主持

[7]湖南省哲学社会科学基金项目,我国征地拆迁中的社会稳定风险评估(11YBB380),2012.1-2013.12,主持

[8]中国博士后科学基金面目,扩展粗糙集理论及其在多准则决策中的应用研究(20070410998),2007.8-2009.7,主持

[9]国家自然科学基金委创新群体项目,复杂环境下不确定性决策的理论与应用研究(71221061),2013.1-2015.12,参与

[10]国家自然科学基金重点项目,面向复杂大群体的群决策与支持平台(70631006),2007.1-2010.12, 参与


主要论著

[1]Di Zhang, Junhua Hu*, Taixing Li, Mark Goh, Xiaokang Wang; An effective and robust shadowed granular ball generation method in classification problems, Information Fusion, 2026, 127: 103873(SCI)

[2]Huiyu Li,  Junhua Hu*; A Hybrid Deep Learning Framework for Stock Price Prediction Considering the Investor Sentiment of Online Forum Enhanced by Popularity, Computational Economics, 2026, DOI:10.1007/s10614-025-11268-6  (SCI) 

[3]文瑶, 胡军华*. 非合作情形下无领导者-跟随者顺序时的串联系统效率评价. 运筹学学报,2025,29(1): 77-97

[4]Pei Liang; Dingfei Lei; Xianglang Gao; Junhua Hu*; KwaiSang Chin; A sequential three-way decision model for classification with multilevel information gain and regret value optimization, Information Sciences, 2024, 658: 120041(SCI)

[5]Di Zhang, Junhua Hu*; A novel multi-interval-valued fuzzy set model to solve MADM problems, Expert Systems With Applications, 2024, 238: 122248.(SCI)

[6] Pei Liang; Junhua Hu*; KwaiSang Chin; A comprehensive decision support model for online doctors ranking with interval-valued neutrosophic numbers; International Transactions in Operational Research, 2024, 31(4): 2504-2527.(SCI/SSCI)

[7]Pei Liang; Wanying Cao; Junhua Hu*; A sequential three-way classification model based on risk preference and decision correction, Applied Soft Computing, 2023, 149: 110978(SCI)

[8] Pei Liang; Dingfei Lei; KwaiSang Chin; Junhua Hu*; Feature selection based on robust fuzzy rough sets using kernel-based similarity and relative classification uncertainty measures, Knowledge Based Systems, 2022, 255: 109795(SCI)

[9]An Qingxian; Wang Ping; Emrouznejad Ali; Hu Junhua*; Fixed cost allocation based on the principle of efficiency invariance in two-stage systems, European Journal of Operational Research, 2020, 283(2): 662-675    (SCI, ABS四星)

[10]Pei Liang; Junhua Hu*;Bo Li; Yongmei Liu; Xiaohong Chen; A group decision making with probability linguistic preference relations based on nonlinear optimization model and fuzzy cooperative  games, Fuzzy Optimization and Decision Making, 2020, 19(4): 499-528(SCI,ABS 三星)

[11] Yan Yang; Junhu Hu*; Yongmei Liu; Xiaohong Chen; Doctor Recommendation Based on an Intuitionistic Normal Cloud Model Considering Patient Preferences, Cognitive Computation, 2020, 12(2): 460-478(SCI)

[12] Junhua Hu, Xiaohong Zhang, Yan Yang, Yongmei Liu and Xiaohong Chen. New doctors ranking system based on VIKOR method. International Transactions in Operational Research, 2020, 27(2): 1236-1261  (SCI/SSCI)

[13] Junhua Hu, Panpan Chen, Yan Yang, Yongmei Liu, Xiaohong Chen. The Fruit Fly Optimization Algorithms for Patient-centered Care Based on Interval Trapezoidal Type-2 Fuzzy Numbers. International Journal of Fuzzy Systems, 2019, 21(4): 1270-1284  (SCI )

[14] Junhua Hu, Li Pan, Yan Yang, Haiwei Chen. A group medical diagnosis model based on intuitionistic fuzzy soft sets. Applied Soft Computing, 2019, 77: 453-466  (SCI)

[15] Junhua Hu, Panpan Chen, Yan Yang. An Interval Type-2 Fuzzy Similarity-Based MABAC Approach for Patient-Centered Care. Mathematics, 2019, 7(2), 140  (SCI)

[16] Yan Yang, Junhua Hu*, Yongmei Liu, Xiaohong Chen. A multi-period hybrid decision support model for medical diagnosis and treatment based on similarities and three-way decision theory. Expert Systems, 2019; 36: e12377  (SCI)

[17] Junhua Hu, Dan Chen, Pei Liang. A novel interval three-way concept lattice model with its application in medical diagnosis. Mathematics, 2019, 7(1): 103  (SCI)

[18] Pei Liang, Junhua Hu*, Yongmei Liu, Xiaohong Chen. Public resources allocation using an uncertain cooperative game among vulnerable groups. Kybernetes, 2019, 48(8): 1606-1625  (SCI)

[19] Ruixiao Sun, Junhua Hu*, Xiaohong Chen. Novel single-valued neutrosophic decision-making approaches based on prospect theory and their applications in physician selection. Soft Computing, 23(1): 211-225, 2019   (SCI)

[20]Yan Yang, Junhua Hu*, Yongmei Liu, Xiaohong Chen. Alternative selection of end-of-life vehicle management in China: A group decision-making approach based on picture hesitant fuzzy measurements. Journal of Cleaner Production, 206: 631-645, 2019  (SCI)

[21] Jian Li, Jian-qiang Wang, Jun-hua Hu, Multi-criteria decision-making method based on dominance degree and BWM with probabilistic hesitant fuzzy information, International Journal of Machine Learning and Cybernetics , DOI : 10.1007/s13042-018-0845-2, 2018   (SCI)

[22] Jian Li, Jian-qiang Wang, Jun-hua Hu, Consensus building for hesitant fuzzy preference relations with multiplicative consistency, Computers & Industrial Engineering, 128:387-400,2019  (SCI)

[23] Ru-xin Nie, Zhang-peng Tian, Jian-qiang Wang, Jun-hua Hu, Pythagorean fuzzy multiple criteria decision analysis based on Shapley fuzzy measures and partitioned normalized weighted Bonferroni mean operator, International Journal of Intelligent Systems, 34(2):297-324,2019   (SCI)

[24] Jian Li, Jian-qiang Wang, Jun-hua Hu, Interval-valued n-person cooperative games with satisfactory degree constraints, Central European Journal of Operations Research, DOI: 10.1007/s10100-018-0555-6,2018   (SCI)

[25] Yan Yang, Junhua Hu*, Ruixiao Sun, Xiaohong Chen. Medical Tourism Destinations Prioritization using Group Decision Making Method with Neutrosophic Fuzzy Preference Relations. Scientia Iranica Transactions E: Industrial Engineering, 25(6): 3744-3764, 2018  (SCI)

[26]Ruixiao Sun, Junhua Hu*, Jianda Zhou, Xiaohong Chen. A hesitant fuzzy linguistic projection-based MABAC method for patients’ prioritization. International Journal of Fuzzy Systems, 20(7): 2144-2160, 2018  (SCI , ESI Top 1%高引论文)

[27]Junhua Hu*, Yao Yang, Xiaohong Chen. A Novel TODIM Method-Based Three-Way Decision Model for Medical Treatment Selection. International Journal of Fuzzy Systems, 20(4): 1240-1255, 2018  (SCI, ESI Top 1%高引论文)

[28] Junhua Hu*, Yan Yang, Xiaolong Zhang, Xiaohong Chen. Similarity and Entropy Measures for Hesitant Fuzzy Sets. International Transactions in Operational Research, 25(3): 857-886, 2018  (SCI/SSCI, ESI Top 1%高引论文)

[29] Xue-yang Zhang, Jian-qiang Wang, Jun-hua Hu, On novel operational laws and aggregation operators of picture 2-tuple linguistic information for MCDM problems, International Journal of Fuzzy Systems, 20(3):958-969, 2018  (SCI)

[30] Xue-yang Zhang, Jian-qiang Wang, Jun-hua Hu, A consensus approach to multi-granular linguistic MCGDM with hesitant fuzzy linguistic information by using projection, Journal of Intelligent & Fuzzy Systems, 34 (3) 1959-1974, 2018  (SCI)

[31] Peng, Juan-juan; Wang, Jian-qiang; Hu, Jun-hua. Multi-criteria decision-making approach based on single-valued neutrosophic hesitant fuzzy geometric weighted choquet integral heronian mean operator. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 35(3): 3661-3674    (SCI)

[32]Junhua Hu*, Li Pan, Xiaohong Chen. An Interval Neutrosophic Projection-based VIKOR Method for Selecting Doctors. Cognitive Computation, 9: 801-816, 2017  (SCI)

[33] Junhua Hu*, Yao Yang and Xiaohong Chen. Three-way linguistic group decisions model based on cloud for medical care product investment. Journal of Intelligent & Fuzzy Systems, 33(6): 3405-3417, 2017  (SCI)

[34]Yan Yang, Junhua Hu*, Qingxian An, Xiaohong Chen. Group Decision Making with Multiplicative Triangular Hesitant Fuzzy Preference Relations and Cooperative Games Method. International Journal for Uncertainty Quantification, 7(3): 271-284, 2017  (SCI)

[35]Xianye Cao, Yongmei Liu*, Zhangxiang Zhu, Junhua Hu, Xiaohong Chen. Online selection of a physician by patients: Empirical study from elaboration likelihood perspective. Computers in Human Behavior, 73:401-412, 2017  (SCI)

[36] Zhang, XY; Wang, JQ; Zhang, HY; Hu, JH. A Heterogeneous Linguistic MAGDM Framework to Classroom Teaching Quality Evaluation. EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 13(8): 4929-4956, 2017  (SSCI)

[37] Junhua Hu*, Xiaolong Zhang, Xiaohong Chen, Yongmei Liu. Hesitant Fuzzy Information Measures and Their Applications in Multi-criteria Decision Making. International Journal of Systems Science, 47(1): 62-76, 2016  (SCI, ESI Top 1%高引论文)

[38]Junhua Hu*, Keli Xiao, Xiaohong Chen & Yongmei Liu. Interval Type-2 Hesitant Fuzzy Set and Its Application in Multi-criteria Decision Making. Computers & Industrial Engineering, 87: 91-103, 2015  (SCI)

[39] J. Hu*, P. Chen, X. Chen. Intuitionistic Random Multi-criteria Decision-making Approach Based on Prospect Theory with Multiple Reference Intervals. Scientia Iranica Transactions E: Industrial Engineering, 21(6):2347-2359, 2014  (SCI)

[40] J. Xie, S. Ding, Z. Zhong, Q. Yi, S. Zeng, J. Hu, J. Zhou*. Mental heath is the most important factor influencing quality of life in elderly left behind when families migrate out of rural China. Rev. Latino-Am. Enfermagem. 22(3): 364-370, 2014  (SCI)

[41] Junhua Hu*, Yan Zhang, Xiaohong Chen, Yongmei Liu, Multi-criteria Decision-making Method based on Possibility Degree of Interval Type-2 Fuzzy Number. Knowledge-Based Systems, 43: 21-29, 2013 (SCI, ESI Top 1%高引论文)


专利和软件著作权

(1) 张迪; 胡军华; 李辉煜; 多任务远程数据下早期帕金森可解释三支智能评估方法, 2025-08-26, 中国, ZL 2025 1 0735373.1 (专利)

(2) 张迪; 高湘浪; 李辉煜; 胡军华; 基于多模态远程医疗数据的三支诊断与评估方法及装置, 2025-03- 28, 中国, ZL 2024 1 1890683.2 (专利)

(3) 胡军华; 李泰兴; 甲骨文拓片智能识别系统 V1.0, 2024SR1709272, 原始取得, 全部权利, 2024-11- 06 (软件著作权)

(4) 高湘浪; 胡军华; 视网膜图像诊断智能辅助系统 [简称:OCT-ADS系统] V1.0, 软著登字第12329046 号, 原始取得, 全部权利, 2023-07-12 (软件著作权)

(5) 李辉煜; 胡军华; 电影反向推荐智能系统 V1.0, 软著登字第12437724号, 原始取得, 全部权利, 2023-10-09 (软件著作权)



主要获奖

1 风险测度、集成与决策理论、方法研究,湖南省自然科学奖二等奖,2017年

2 中国主要有色金属矿产资源科技保障战略及其知识管理平台研究,高等学校科学技术奖科技进步奖一等奖,2007年

3 中南大学东岭集团优秀教师奖,2014年

研究生毕业论文获奖

文 瑶:2024年校优秀博士论文、2024年省优秀博士论文

张 静:2024年校优秀硕士论文

雷顶飞:2023年校优秀硕士论文、2023年省优秀硕士论文

潘 力:2019年校优秀硕士论文

张晓龙,2016年校优秀硕士论文

肖可立,2016年校优秀硕士论文

陈 鹏,2015年校优秀硕士论文

张 砚,2014年校优秀硕士论文,2015年省优秀硕士论文

招生要求

欢迎具有扎实的数学、英语以及计算机基础的同学报考博士和硕士研究生。