A novel combination of PCA and machine learning techniques to select the most important factors for predicting tunnel construction performance

by Wang, Jiangfeng, Mohammed, Ahmed Salih, Macioszek, Elzbieta, Ali, Mujahid, Ulrikh, Dmitrii Vladimirovich, Fang, Qiancheng
Published 2022

Application of tree-based predictive models to forecast air overpressure induced by mine blasting

by Murlidhar, Bhatawdekar Ramesh, Bejarbaneh, Behnam Yazdani, Armaghani, Danial Jahed, Mohammed, Ahmed Salih, Mohamad, Edy Tonnizam
Published 2021

Estimation of blast-induced peak particle velocity through the improved weighted random forest technique

by He, Biao, Lai, Sai Hin, Mohammed, Ahmed Salih, Sabri, Mohanad Muayad Sabri, Ulrikh, Dmitrii Vladimirovich
Published 2022

A parametric study of ground vibration induced by quarry blasting: An application of group method of data handling

by Zeng, Jie, Mohammed, Ahmed Salih, Mirzaei, Fatemeh, Moosavi, Seyed Mohammad Hossein, Armaghani, Danial Jahed, Samui, Pijush
Published 2022

Optimal ELM–Harris Hawks optimization and ELM–Grasshopper optimization models to forecast peak particle velocity resulting from mine blasting

by Yu, Canxin, Koopialipoor, Mohammadreza, Murlidhar, Bhatawdekar Ramesh, Mohammed, Ahmed Salih, Armaghani, Danial Jahed, Mohamad, Edy Tonnizam, Wang, Zengli
Published 2021

Optimal ELM-Harris hawks optimization and ELM-grasshopper optimization models to forecast peak particle velocity resulting from mine blasting

by Yu, Canxin, Koopialipoor, Mohammadreza, Murlidhar, Bhatawdekar Ramesh, Mohammed, Ahmed Salih, Armaghani, Danial Jahed, Mohamad, Edy Tonnizam, Wang, Zengli
Published 2021

Prediction of peak particle velocity caused by blasting through the combinations of boosted-chaid and svm models with various kernels

by Zeng, Jie, Roussis, Panayiotis C., Mohammed, Ahmed Salih, Maraveas, Chrysanthos, Fatemi, Seyed Alireza, Armaghani, Danial Jahed, Asteris, Panagiotis G.
Published 2021

The effects of rock index tests on prediction of tensile strength of granitic samples: A neuro-fuzzy intelligent system

by Li, Yan, Hishamuddin, Fathin Nur Syakirah, Mohammed, Ahmed Salih, Armaghani, Danial Jahed, Ulrikh, Dmitrii Vladimirovich, Dehghanbanadaki, Ali, Azizi, Aydin
Published 2021

The effectiveness of ensemble-neural network techniques to predict peak uplift resistance of buried pipes in reinforced sand

by Zeng, Jie, Asteris, Panagiotis G., Mamou, Anna P., Mohammed, Ahmed Salih, Golias, Emmanuil A., Armaghani, Danial Jahed, Faizi, Koohyar, Hasanipanah, Mahdi
Published 2021

Factors influencing pile friction bearing capacity: Proposing a novel procedure based on gradient boosted tree technique

by Huat, Chia Yu, Moosavi, Seyed Mohammad Hossein, Mohammed, Ahmed Salih, Armaghani, Danial Jahed, Ulrikh, Dmitrii Vladimirovich, Monjezi, Masoud, Lai, Sai Hin
Published 2021