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題名:中小學校舍耐震評估模式之優化--以敏感度分析及人工智慧理論為研究方法
書刊名:建築學報
作者:陳清山
作者(外文):Chen, Ching-shan
出版日期:2021
卷期:115
頁次:頁1-20
主題關鍵詞:校舍人工智慧敏感度分析基因表達規劃法支持向量機School buildingArtificial intelligenceSensitivity analysisGene expression programmingSupport vector machine
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:3
  • 點閱點閱:4
期刊論文
1.Deng, Ju-Long(1982)。Control problem of grey system。Systems & Control Letters,1(5),288-294。  new window
2.Chen, H. M.、Kao, W. K.、Tsai, H. C.(2012)。Genetic programming for predicting aseismic abilities of school buildings。Engineering Applications of Artificial Intelligence,25(6),1103-1113。  new window
3.Cheng, M. Y.、Chen, C. S.(2011)。Optimal planning model for school buildings considering the tradeoff of seismic resistance and cost effectiveness: A Taiwan case study。Structural and Multidisciplinary Optimization,43(6),863-879。  new window
4.Chung, L. L.、Chen, Y. T.、Sun, C. H.、Lien, K. H.、Wu, L. Y.(2012)。Applicability investigation of code-defined procedures on seismic performance assessment of typical school buildings in Taiwan。Engineering Structures,36,147-159。  new window
5.Drucker, H.、Burges, C. J. C.、Kaufman, L.、Smola, A.、Vapnik, V. N.(1996)。Support vector regression machines。Advances in Neural Information Processing Systems,9,155-161。  new window
6.王文清、廖佳俊(20160300)。學校建築耐震能力資料探勘模型評估與系統建置。災害防救科技與管理學刊,5(1),1-25。new window  延伸查詢new window
7.Cheng, M. Y.、Chen, C. S.(2014)。Preliminary planning efficiency evaluation for school buildings considering the tradeoffs of MOOP and planning preferences。Journal of Civil Engineering and Management,20(2),211-222。  new window
8.Hu, J. L.、Tang, X. W.、Qiu, J. N.(2016)。Assessment of seismic liquefaction potential based on Bayesian network constructed from domain knowledge and history data。Soil Dynamics and Earthquake Engineering,89,49-60。  new window
9.Shiwaku, K.、Ueda, Y.、Oikawa, Y.、Shaw, R.(2016)。School disaster resilience assessment in the affected areas of 2011 East Japan earthquake and tsunami。Natural Hazards,82(1),333-365。  new window
10.Ferreira, C.(2001)。Gene expression programming: a new adaptive algorithm for solving problems。Complex Systems,13(2),87-129。  new window
11.陳清山(20170600)。以人工智慧理論探討臺中市中小學校舍耐震因子及耐震能力。建築學報,100,95-116。new window  延伸查詢new window
12.鄭明淵、張于漢、Prayogo, Doddy、吳建燁(20180600)。演化式人工智慧建立專案實獲完工工期推論模式之研究。建築學報,104,73-87。new window  延伸查詢new window
13.Armaghani, D. J.、Safari, V.、Fahimifar, A.、Monjezi, M.、Mohammadi, M. A.(2018)。Uniaxial compressive strength prediction through a new technique based on gene expression programming。Neural Computing and Applications,30(11),3523-3532。  new window
14.Chen, C. S.、Cheng, M. Y.、Wu, Y. W.(2012)。Seismic assessment of school buildings in Taiwan using the evolutionary support vector machine inference system。Expert Systems with Applications,39(4),4102-4110。  new window
15.Cheng, M. Y.、Wei, H. H.、Wu, Y. W.、Chen, H. M.、Wu, C. W.(2018)。Optimization of life-cycle cost of retrofitting school buildings under seismic risk using evolutionary support vector machine。Technological and Economic Development of Economy,24(2),812-824。  new window
16.Jafari, S.、Mahini, S. S.(2017)。Lightweight concrete design using gene expression programing。Construction and Building Materials,139,93-100。  new window
17.Kose, M. M.、Kayadelen, C.(2013)。Effects of infill walls on RC buildings under time history loading using genetic programming and neuro-fuzzy。Structural Engineering and Mechanics,47(3),401-419。  new window
18.Tarawneh, Bashar(2020)。Gene expression programming model to predict driven pipe piles set-up。International Journal of Geotechnical Engineering,14(5),538-544。  new window
19.陳清山(20200300)。規劃設計階段考量中小學體育館之耐震因子及耐震能力--以多變量及人工智慧理論為研究方法。建築學報,111,55-75。new window  延伸查詢new window
20.葉勇凱、周德光(20180600)。典型校舍耐震性能與易損性曲線探討。中國土木水利工程學刊,30(2),141-149。  延伸查詢new window
21.鍾立來、黃鈞鼎、楊耀昇、林聖學、賴勇安、吳賴雲(20150300)。以現地試驗驗證口湖國小含磚牆校舍之簡易側推分析。中國土木水利工程學刊,27(1),59-68。  延伸查詢new window
22.Adhikari, R.、Gautam, D.(2019)。Component level seismic fragility functions and damage probability matrices for Nepali school buildings。Soil Dynamics and Earthquake Engineering,120,316-319。  new window
23.Anelli, A.、Santa-Cruz, S.、Vona, M.、Tarque, N.、Laterza, M.(2019)。A proactive and resilient seismic risk mitigation strategy for existing school buildings。Structure and Infrastructure Engineering,15(2),137-151。  new window
24.Chao, Yi-feng、Chen, Hung-ming(20160700)。Automatic Modeling Method for Regional Seismic Damage Assessment of School Buildings in Taiwan。Journal of The Chinese Institute of Engineers,39(5),606-614。  new window
25.Chi, N. W.、Wang, J. P.、Liao, J. H.、Cheng, W. C.、Chen, C. S.(2020)。Machine learning-based seismic capability evaluation for school buildings。Automation in Construction,118。  new window
26.Hajihassani, M.、Abdullah, S. S.、Asteris, P. G.、Armaghani, D. J.(2019)。A gene expression programming model for predicting tunnel convergence。Applied Sciences,9(21)。  new window
27.Hu, B.、Wei, X.、Lv, H.、Kundu, T.、Li, N.(2019)。Experimental and analytical study on seismic behavior of strengthened existing single frame structures with exterior cantilevers。Advances in Materials Science and Engineering,2019。  new window
28.Luo, H.、Paal, S. G.(2019)。A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments。Computer-Aided Civil and Infrastructure Engineering,34(11),935-950。  new window
29.Miano, A.、Chiumiento, G.(2020)。Case study on seismic retrofit and cost assessment for a school building。Structural Engineering and Mechanics,73(1),53-64。  new window
30.Motlagh, Z. S.、Dehkordi, M. R.、Eghbali, M.、Samadian, D.(2020)。Evaluation of seismic resilience index for typical RC school buildings considering carbonate corrosion effects。International Journal of Disaster Risk Reduction,46。  new window
31.Segovia-Verjel, M. L.、Requena-García-Cruz, M. V.、de-Justo-Moscardó, E.、Morales-Esteban, A.(2019)。Optimal seismic retrofitting techniques for URM school buildings located in the southwestern Iberian peninsula。PloS one,14(10)。  new window
32.Zhang, Z.、Hsu, T. Y.、Wei, H. H.、Chen, J. H.(2019)。Development of a data-mining technique for regional-scale evaluation of building seismic vulnerability。Applied Sciences,9(7)。  new window
會議論文
1.Kohavi, Ron(1995)。A study of cross-validation and bootstrap for accuracy estimation and model selection。The 14th International Joint Conference on Artificial Intelligence。Morgan Kaufmann。1137-1143。  new window
2.Farzampour, A.、Mansouri, I.、Mortazavi, S. J.、Hu, J. W.(2019)。Force-displacement relationship of a butterfly-shaped beams based on gene expression programming。10th International Symposium on Steel Structures,(會議日期: November 13-16, 2019)。  new window
3.Motamedi, M.、Ventura, C. E.(2020)。System identification of a full scale wood frame building specimen subjected to shake table tests。The 37th IMAC, A Conference and Exposition on Structural Dynamics 2019。Springer。369-371。  new window
圖書
1.Vapnik, V. N.(1995)。The Nature of Statistical Learning Theory。Springer-Verlag。  new window
2.Seymour, G.(1994)。Predictive Inference。Chapman and Hall。  new window
 
 
 
 
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