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第2期 崔铁军，等：安全科学中的故障信息转换定律 ·365· 91-95. CUI Tiejun,MA Yundong.Definition of attribute circle [5]CUI Tiejun,LI Shasha.Deep learning of system reliability in factor space and its application in object classifi- under multi-factor influence based on space fault tree[J]. cation[J].Computer engineering science,2015,37(11): Neural computing and applications,2019,31(9): 2169-2174. 4761-4776. [15]崔铁军，马云东.基于因素空间的煤可矿旷安全情况区分方 [6]崔铁军，马云东.多维空间故障树构建及应用研究[)中 法的研究[.系统工程理论与实践，2015,35(11)： 国安全科学学报，2013,23(4)：32-37 2891-2897 CUI Tiejun,MA Yundong.Research on multi-dimension- CUI Tiejun,MA Yundong.Research on the classification al space fault tree construction and application[J].China method about coal mine safety situation based on the safety science journal,2013,23(4):32-37. factor space[J].Systems engineering-theory practice, [7]崔铁军，马云东.DSFT的建立及故障概率空间分布的确 2015,35(11):2891-2897 定[).系统工程理论与实践，2016,36(4)：1081-1088. [16]CUI Tiejun,LI Shasha.Study on the relationship between CUI Tiejun,MA Yundong.Discrete space fault tree con- system reliability and influencing factors under big data struction and failure probability space distribution determ- and multi-factors[J].Cluster computing,2019,22(S4): ination[J].Systems engineering-theory&practice,2016, 10275-10297. 36(4):1081-1088 [17刀崔铁军，李莎莎，朱宝艳.空间故障网络及其与空间故 [8]CUI Tiejun,LI Shasha.Study on the construction and ap- 障树的转换[J].计算机应用研究，2019,36(8)： plication of discrete space fault tree modified by fuzzy 2400-2403. structured element[J].Cluster computing,2019,22(S3): CUI Tiejun,LI Shasha,ZHU Baoyan.Construction space 6563-6577 fault network and recognition network structure character- [9]崔铁军，汪培庄，马云东.01SFT中的系统因素结构反分 istic[J].Application research of computers,2019,36(8): 析方法研究[).系统工程理论与实践，2016,36(8)： 2400-2403. 2152-2160 [18]崔铁军，汪培庄.空间故障树与因素空间融合的智能可 CUI Tiejun,WANG Peizhuang,MA Yundong.Inward 靠性分析方法.智能系统学报，2019,14(5)：853-864. analysis of system factor structure in 01 space fault tree. CUI Tiejun,WANG Peizhuang.Intelligent reliability ana- Systems engineering-theory practice,2016,36(8): lysis method based on space fault tree and factor space. 2152-2160 CAAI transactions on intelligent systems,2019,14(5) [10们崔铁军，马云东.系统可靠性决策规则发掘方法研 853-864 究).系统工程理论与实践，2015,35(12)：3210-3216. [19]汪培庄.因素空间与因素库[).辽宁工程技术大学学 CUI Tiejun,MA Yundong.The method research on de- 报（自然科学版），2013,32(10)：1297-1304 cision criterion discovery of system reliability[J].Sys- WANG Peizhuang.Factor spaces and factor data- tems engineering-theory practice,2015,35(12): bases[J].Journal of liaoning technical university (natural 3210-3216. science edition),2013,32(10):1297-1304. [11]CUI Tiejun,WANG Peizhuang,LI Shasha.The function [20]WANG Peizhuang,LIU Zengliang,SHI Yong,et al. structure analysis theory based on the factor space and Factor space,the theoretical base of data science[J].An- space fault tree[J].Cluster computing,2017,20(2): nals of data science,2014,1(2):233-251. 1387-1398. [21]汪培庄，郭嗣琮，包研科，等.因素空间中的因素分析 [12]LI Shasha,CUI Tiejun,LI Xingsen,et al.Construction of 法.辽宁工程技术大学学报（自然科学版），2014， cloud space fault tree and its application of fault data un- 33(7):865-870 certainty analysis[C]//Proceedings of the 2017 Interna- WANG Peizhuang,GUO Sicong,BAO Yanke,et al. tional Conference on Machine Learning and Cybernetics. Causality analysis in factor spaces[].Journal of liaoning Ningbo,China,2017:195-201. technical university (natural science edition),2014,33(7): [13]LI Shasha,CUI Tiejun,LIU Jian.Study on the construc- 865-870. tion and application of cloudization space fault tree[J]. [22]汪培庄.因素空间与数据科学几.辽宁工程技术大学学 Cluster computing,2019,22(S3):5613-5633. 报（自然科学版），2015,34(2：273-280. [14]崔铁军，马云东.因素空间的属性圆定义及其在对象分 WANG Peizhuang.Factor spaces and data science[J]. 类中的应用[.计算机工程与科学，2015,37(11)： Journal of liaoning technical university (natural science 2169-2174. edition),2015,342:273-280.91–95. CUI Tiejun, LI Shasha. Deep learning of system reliability under multi-factor influence based on space fault tree[J]. Neural computing and applications, 2019, 31(9): 4761–4776. [5] 崔铁军, 马云东. 多维空间故障树构建及应用研究 [J]. 中 国安全科学学报, 2013, 23(4): 32–37. CUI Tiejun, MA Yundong. Research on multi-dimensional space fault tree construction and application[J]. China safety science journal, 2013, 23(4): 32–37. [6] 崔铁军, 马云东. DSFT 的建立及故障概率空间分布的确 定 [J]. 系统工程理论与实践, 2016, 36(4): 1081–1088. CUI Tiejun, MA Yundong. Discrete space fault tree construction and failure probability space distribution determination[J]. Systems engineering-theory & practice, 2016, 36(4): 1081–1088. [7] CUI Tiejun, LI Shasha. Study on the construction and application of discrete space fault tree modified by fuzzy structured element[J]. Cluster computing, 2019, 22(S3): 6563–6577. [8] 崔铁军, 汪培庄, 马云东. 01SFT 中的系统因素结构反分 析方法研究 [J]. 系统工程理论与实践, 2016, 36(8): 2152–2160. CUI Tiejun, WANG Peizhuang, MA Yundong. Inward analysis of system factor structure in 01 space fault tree[J]. Systems engineering-theory & practice, 2016, 36(8): 2152–2160. [9] 崔铁军, 马云东. 系统可靠性决策规则发掘方法研 究 [J]. 系统工程理论与实践, 2015, 35(12): 3210–3216. CUI Tiejun, MA Yundong. The method research on decision criterion discovery of system reliability[J]. Systems engineering-theory & practice, 2015, 35(12): 3210–3216. [10] CUI Tiejun, WANG Peizhuang, LI Shasha. The function structure analysis theory based on the factor space and space fault tree[J]. Cluster computing, 2017, 20(2): 1387–1398. [11] LI Shasha, CUI Tiejun, LI Xingsen, et al. Construction of cloud space fault tree and its application of fault data uncertainty analysis[C]//Proceedings of the 2017 International Conference on Machine Learning and Cybernetics. Ningbo, China, 2017: 195–201. [12] LI Shasha, CUI Tiejun, LIU Jian. Study on the construction and application of cloudization space fault tree[J]. Cluster computing, 2019, 22(S3): 5613–5633. [13] 崔铁军, 马云东. 因素空间的属性圆定义及其在对象分 类中的应用 [J]. 计算机工程与科学, 2015, 37(11): 2169–2174. [14] CUI Tiejun, MA Yundong. Definition of attribute circle in factor space and its application in object classification[J]. Computer engineering & science, 2015, 37(11): 2169–2174. 崔铁军, 马云东. 基于因素空间的煤矿安全情况区分方 法的研究 [J]. 系统工程理论与实践, 2015, 35(11): 2891–2897. CUI Tiejun, MA Yundong. Research on the classification method about coal mine safety situation based on the factor space[J]. Systems engineering-theory & practice, 2015, 35(11): 2891–2897. [15] CUI Tiejun, LI Shasha. Study on the relationship between system reliability and influencing factors under big data and multi-factors[J]. Cluster computing, 2019, 22(S4): 10275–10297. [16] 崔铁军, 李莎莎, 朱宝艳. 空间故障网络及其与空间故 障树的转换 [J]. 计算机应用研究, 2019, 36(8): 2400–2403. CUI Tiejun, LI Shasha, ZHU Baoyan. Construction space fault network and recognition network structure characteristic[J]. Application research of computers, 2019, 36(8): 2400–2403. [17] 崔铁军, 汪培庄. 空间故障树与因素空间融合的智能可 靠性分析方法 [J]. 智能系统学报, 2019, 14(5): 853–864. CUI Tiejun, WANG Peizhuang. Intelligent reliability analysis method based on space fault tree and factor space[J]. CAAI transactions on intelligent systems, 2019, 14(5): 853–864. [18] 汪培庄. 因素空间与因素库 [J]. 辽宁工程技术大学学 报 (自然科学版), 2013, 32(10): 1297–1304. WANG Peizhuang. Factor spaces and factor databases[J]. Journal of liaoning technical university (natural science edition), 2013, 32(10): 1297–1304. [19] WANG Peizhuang, LIU Zengliang, SHI Yong, et al. Factor space, the theoretical base of data science[J]. Annals of data science, 2014, 1(2): 233–251. [20] 汪培庄, 郭嗣琮, 包研科, 等. 因素空间中的因素分析 法 [J]. 辽宁工程技术大学学报(自然科学版), 2014, 33(7): 865–870. WANG Peizhuang, GUO Sicong, BAO Yanke, et al. Causality analysis in factor spaces[J]. Journal of liaoning technical university (natural science edition), 2014, 33(7): 865–870. [21] 汪培庄. 因素空间与数据科学 [J]. 辽宁工程技术大学学 报 (自然科学版), 2015, 34(2): 273–280. WANG Peizhuang. Factor spaces and data science[J]. Journal of liaoning technical university (natural science edition), 2015, 34(2): 273–280. [22] 第 2 期 崔铁军，等：安全科学中的故障信息转换定律 ·365·