Search Results

Search Results

• Prediction of sewage pipeline construction duration by introducing machine learning and deep learning approaches

  Sang-Jun Park, Norhane Nour, Kang Young Lee, Ju-Hyung Kim

  Abstract 1247 | PDF Downloads 512 | DOI https://doi.org/10.3846/jcem.2025.23472

  Page 687–709
  

  2025-08-14

• Autonomous modular construction strategy using robotized crane based on deep learning and reinforcement learning

  Yifei Xiao, T. Y. Yang, Xiao Pan, Fan Xie, Amir Ghahremani Baghmisheh

  Abstract 809 | PDF Downloads 509 | DOI https://doi.org/10.3846/jcem.2025.24043

  Page 955–972
  

  2025-12-09

• Application of machine learning models and GSA method for designing stud connectors

  Guorui Sun, Jiayuan Kang, Jun Shi

  Abstract 2589 | PDF Downloads 835 | DOI https://doi.org/10.3846/jcem.2024.21348

  Page 373–390
  

  2024-05-17

• Project dispute prediction by hybrid machine learning techniques

  Jui-Sheng Chou, Chih-Fong Tsai, Yu-Hsin Lu

  Abstract 1215 | PDF Downloads 1269 | DOI https://doi.org/10.3846/13923730.2013.768544

  Page 505-517
  

  2013-09-02

• Prediction of cost contingency in construction projects by introducing machine learning algorithms

  Acinia Nindartin , Sang-Jun Park , Kyung-Tae Lee , Ju-Hyung Kim , Susy Fatena Rostiyanti

  Abstract 1428 | PDF Downloads 898 | DOI https://doi.org/10.3846/jcem.2025.24913

  Page 860–880
  

  2025-11-13

• Interval estimation of construction cost at completion using least squares support vector machine

  Min-Yuan Cheng, Nhat-Duc Hoang

  Abstract 1622 | PDF Downloads 1169 | DOI https://doi.org/10.3846/13923730.2013.801891

  Page 223-236
  

  2014-03-10

• Forecasting mechanical properties of steel structures through dynamic metaheuristic optimization for adaptive machine learning

  Ngoc-Mai Nguyen, Jui-Sheng Chou

  Abstract 2905 | PDF Downloads 803 | DOI https://doi.org/10.3846/jcem.2024.21356

  Page 414–436
  

  2024-05-27

• Predicting productivity loss caused by change orders using the evolutionary fuzzy support vector machine inference model

  Min-Yuan Cheng, Dedy Kurniawan Wibowo, Doddy Prayogo, Andreas F. V. Roy

  Abstract 1426 | PDF Downloads 869 | DOI https://doi.org/10.3846/13923730.2014.893922

  Page 881-892
  

  2015-07-10

• Machine learning of electroencephalography signals and eye movements to classify work-in-progress risk at construction sites

  Jui-Sheng Chou, Pin-Chao Liao, Chi-Yun Liu, Chia-Yung Hou

  Abstract 1901 | PDF Downloads 677 | DOI https://doi.org/10.3846/jcem.2024.22719

  Page 190–205
  

  2025-03-12

• Groutability prediction of microfine cement based soil improvement using evolutionary LS-SVM inference model

  Min-Yuan Cheng, Nhat-Duc Hoang

  Abstract 1046 | PDF Downloads 808 | DOI https://doi.org/10.3846/13923730.2013.802717

  Page 839-848
  

  2014-07-04

• Support vector machines in structural engineering: a review

  Abdulkadir Çevik, Ahmet Emin Kurtoğlu, Mahmut Bilgehan, Mehmet Eren Gülşan, Hasan M. Albegmprli

  Abstract 3350 | PDF Downloads 1925 | DOI https://doi.org/10.3846/13923730.2015.1005021

  Page 261-281
  

  2015-02-26

• Collapse warning system using LSTM neural networks for construction disaster prevention in extreme wind weather

  Chih-Chiang Wei

  Abstract 2996 | PDF Downloads 1048 | DOI https://doi.org/10.3846/jcem.2021.14649

  Page 230-245
  

  2021-04-20

• Safety risk evaluations of deep foundation construction schemes based on imbalanced data sets

  Peisong Gong, Haixiang Guo, Yuanyue Huang, Shengyu Guo

  Abstract 2600 | PDF Downloads 1309 | DOI https://doi.org/10.3846/jcem.2020.12321

  Page 380-395
  

  2020-04-20

• Advancing civil infrastructure with digital twins: a review of applications and challenges

  Hessam Kaveh, Reda Alhajj

  Abstract 2180 | PDF Downloads 999 | DOI https://doi.org/10.3846/jcem.2025.24921

  Page 828–842
  

  2025-10-30

• Intelligent prediction of the frost resistance of high-performance concrete: a machine learning method

  Jian Zhang, Yuan Cao, Linyu Xia, Desen Zhang, Wen Xu, Yang Liu

  Abstract 2744 | PDF Downloads 790 | DOI https://doi.org/10.3846/jcem.2023.19226

  Page 516–529
  

  2023-08-22

• Machine learning for text classification in building management systems

  Jose Joaquin Mesa-Jiménez , Lee Stokes, QingPing Yang , Valerie N. Livina

  Abstract 2870 | PDF Downloads 1455 | DOI https://doi.org/10.3846/jcem.2022.16012

  Page 408–421
  

  2022-05-12

• Enhanced teacher-learning based algorithm in real size structural optimization

  Mohammad Sadegh Es-Haghi, Alireza Salehi, Alfred Strauss

  Abstract 2694 | PDF Downloads 782 | DOI https://doi.org/10.3846/jcem.2022.16387

  Page 292–304
  

  2022-03-23

• Risk prediction and diagnosis of water seepage in operational shield tunnels based on random forest

  Yang Liu, Hongyu Chen, Limao Zhang, Xianjia Wang

  Abstract 3623 | PDF Downloads 1248 | DOI https://doi.org/10.3846/jcem.2021.14901

  Page 539-552
  

  2021-10-11

• An improved random forest model to predict bond strength of FRP-to-concrete

  Li Tao, Xinhua Xue

  Abstract 2756 | PDF Downloads 619 | DOI https://doi.org/10.3846/jcem.2024.21636

  Page 520–535
  

  2024-07-05