Table of Content

  

20 August 2024
Volume 54 Issue 4

Civil Engineering
Mechanical, Energy and Power Engineering
Machine Learning & Data Mining


Machine Learning & Data Mining

Explainer for GNN based on evolutionary ensemble learning algorithm

CHANG Xingong, SU Minhui, ZHOU Zhigang

Journal of Shandong University(Engineering Science). 2024, 54(4):  1-12.  doi:10.6040/j.issn.1672-3961.0.2023.273

Abstract ( 301 )   PDF (8454KB) ( 92 )   Save

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Multi-kernel learning method based on neural tangent kernel sketch

WANG Mei, XU Chuanhai, WANG Weidong, HAN Fei

Journal of Shandong University(Engineering Science). 2024, 54(4):  13-20.  doi:10.6040/j.issn.1672-3961.0.2023.163

Abstract ( 187 )   PDF (1066KB) ( 21 )   Save

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Bayesian optimization-based generalized fixed point approximation

CHEN Xingguo, LÜ Yongzhou, GONG Yu, CHEN Yaoxiong

Journal of Shandong University(Engineering Science). 2024, 54(4):  21-34.  doi:10.6040/j.issn.1672-3961.0.2023.148

Abstract ( 158 )   PDF (1273KB) ( 22 )   Save

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Unsupervised graph embedding algorithm based on Gaussian distribution and Householder flow

LIU Guojun, FAN Tianxiang, WANG Naizheng, ZHANG Zhengda, QI Guangzhi

Journal of Shandong University(Engineering Science). 2024, 54(4):  35-41.  doi:10.6040/j.issn.1672-3961.0.2023.160

Abstract ( 111 )   PDF (2350KB) ( 74 )   Save

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Optimization of gas storage based on improved multi-objective particle swarm optimization algorithm

DU Ruishan, JING Yuanguang, MENG Lingdong, ZHANG Haopeng

Journal of Shandong University(Engineering Science). 2024, 54(4):  42-50.  doi:10.6040/j.issn.1672-3961.0.2023.111

Abstract ( 143 )   PDF (3868KB) ( 141 )   Save

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Low time complexity short text classification based on fusion of BERT and broad learing

CHEN Xiaojiang, YANG Xiaoqi, CHEN Guanghao, LIU Wuying

Journal of Shandong University(Engineering Science). 2024, 54(4):  51-58.  doi:10.6040/j.issn.1672-3961.0.2023.125

Abstract ( 151 )   PDF (2994KB) ( 21 )   Save

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Boosted equalization ensemble learning algorithm for imbalanced data

BAI Lin, JU Tong, WAND Hao, LEI Mingzhu, PAN Xiaoying

Journal of Shandong University(Engineering Science). 2024, 54(4):  59-66.  doi:10.6040/j.issn.1672-3961.0.2023.116

Abstract ( 99 )   PDF (4630KB) ( 33 )   Save

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Chinese-Uyghur cross-lingual named entity recognition by fusing data augmentation and knowledge migration

GE Yifei, Azragul, CHEN Degang

Journal of Shandong University(Engineering Science). 2024, 54(4):  67-75.  doi:10.6040/j.issn.1672-3961.0.2023.112

Abstract ( 160 )   PDF (4152KB) ( 26 )   Save

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Approach of assisted diagnosis for mental health based on outlier detection

QIAO Huiyan, DUAN Xuelong, XIE Chihao, ZHAO Donghui, MA Yuling

Journal of Shandong University(Engineering Science). 2024, 54(4):  76-85.  doi:10.6040/j.issn.1672-3961.0.2024.057

Abstract ( 146 )   PDF (3761KB) ( 43 )   Save

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Environmental data prediction algorithm based on adaptive linear model

WANG Fengjuan, WANG Yurui, WEI Lan, FAN Cunqun, XU Xiaobin

Journal of Shandong University(Engineering Science). 2024, 54(4):  86-94.  doi:10.6040/j.issn.1672-3961.0.2023.287

Abstract ( 147 )   PDF (4182KB) ( 31 )   Save

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Civil Engineering

Optimization analysis of grouting vibration isolation behind subway tunnel segments under urban hard rock

GUO Haipo, WEN Yiran, YANG Weimin, DING Wantao

Journal of Shandong University(Engineering Science). 2024, 54(4):  95-105.  doi:10.6040/j.issn.1672-3961.0.2024.030

Abstract ( 106 )   PDF (12844KB) ( 24 )   Save

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Grout diffusion law for grouting reinforcement of loose foundation based on MatDEM

GUO Jing, ZHAO Zhenhua, MA Mengyuan, SHI Changyuan, YAO Zhanyong, ZHAO Qiuhong, YAO Kai

Journal of Shandong University(Engineering Science). 2024, 54(4):  106-114.  doi:10.6040/j.issn.1672-3961.0.2023.183

Abstract ( 138 )   PDF (19863KB) ( 94 )   Save

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The microstructure evolution of aeolian sand concrete under dry-wet cycles of chlorine salt solution

DONG Wei, ZHU Xiangru, WANG Xuesong, ZHOU Menghu

Journal of Shandong University(Engineering Science). 2024, 54(4):  115-121.  doi:10.6040/j.issn.1672-3961.0.2023.117

Abstract ( 150 )   PDF (7856KB) ( 23 )   Save

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Experimental study on sulfate erosion of calcareous sand grouting in seawater environment

SUN Yue, ZHANG Wenliang, ZHANG Jianpeng, WANG Lei, LI Peng, YANG Feiyu, HE Lingyao

Journal of Shandong University(Engineering Science). 2024, 54(4):  122-130.  doi:10.6040/j.issn.1672-3961.0.2023.192

Abstract ( 125 )   PDF (7486KB) ( 30 )   Save

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Improvement of microstructure and coupling wind erosion with freeze-thaw durability of fly ash concrete by sodium hydroxide

ZHANG Qiyi, ZOU Chunxia, GUO Xiaosong, SONG Yuxin, ZHENG Jianting, ZHAO Yi

Journal of Shandong University(Engineering Science). 2024, 54(4):  131-140.  doi:10.6040/j.issn.1672-3961.0.2023.181

Abstract ( 160 )   PDF (8443KB) ( 37 )   Save

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Numerical simulation study on the effect of wicking-geotextile on humidity control of subgrade

MA Chuanyi, FENG Haojie, JIANG Hongguang, HOU Tianxin, YAO Zhanyong, YANG Weimin

Journal of Shandong University(Engineering Science). 2024, 54(4):  141-149.  doi:10.6040/j.issn.1672-3961.0.2023.056

Abstract ( 141 )   PDF (7811KB) ( 23 )   Save

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Mechanical, Energy and Power Engineering

Evolutionary game analysis of low-carbon behavior between local government and expressway operator

GAO Yanyan, ZHOU Tong, WANG Xu, GAO Jie, DAI Rongjian

Journal of Shandong University(Engineering Science). 2024, 54(4):  150-158.  doi:10.6040/j.issn.1672-3961.0.2023.106

Abstract ( 149 )   PDF (4893KB) ( 30 )   Save

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Evaluation of sustainable development capacity of comprehensive energy system in Shandong Province

LIANG Tao, LIU Yaxiang, YANG Shuo, XU Yue, WANG Qingsong

Journal of Shandong University(Engineering Science). 2024, 54(4):  159-168.  doi:10.6040/j.issn.1672-3961.0.2023.180

Abstract ( 161 )   PDF (1085KB) ( 28 )   Save

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