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Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method Journal article
Kannangara, K. K.Pabodha M., Zhou, Wanhuan, Ding, Zhi, Hong, Zhehao. Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2022, 14(4), 1052-1063.
Authors:  Kannangara, K. K.Pabodha M.;  Zhou, Wanhuan;  Ding, Zhi;  Hong, Zhehao
Favorite | TC[WOS]:64 TC[Scopus]:74  IF:9.4/7.6 | Submit date：2022/05/17
Boruta Algorithm  Feature Selection  Pearson Correlation Method  Shapley Additive Explanations (Shap) Analysis  Shield Operational Parameters  
Surface settlements induced by twin tunneling in silty sand Journal article
Kannangara, K. K.Pabodha M., Ding, Zhi, Zhou, Wan Huan. Surface settlements induced by twin tunneling in silty sand[J]. Underground Space (China), 2022, 7(1), 58-75.
Authors:  Kannangara, K. K.Pabodha M.;  Ding, Zhi;  Zhou, Wan Huan
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:8.2/6.8 | Submit date：2022/03/04
Surface Settlement  Earth Pressure Balance Shield  Filed Measurement  Shield Operational Parameters  
Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network Journal article
Elbaz, Khalid, Shen, Shui Long, Zhou, Annan, Yin, Zhen Yu, Lyu, Hai Min. Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network[J]. Engineering, 2021, 7(2), 238-251.
Authors:  Elbaz, Khalid;  Shen, Shui Long;  Zhou, Annan;  Yin, Zhen Yu;  Lyu, Hai Min
Favorite | TC[WOS]:145 TC[Scopus]:162  IF:10.1/11.6 | Submit date：2021/12/07
Disc Cutter Life  Gmdh–ga  Operational Parameters  Shield Tunneling