标题/作者	年份
State-of-the-art review of soft computing applications in underground excavations W Zhang, R Zhang, C Wu, ATC Goh, S Lacasse, Z Liu, H Liu Geoscience Frontiers 11 (4), 1095-1106	2020
Applying various hybrid intelligent systems to evaluate and predict slope stability under static and dynamic conditions M Koopialipoor, D Jahed Armaghani, A Hedayat, A Marto, B Gordan Soft Computing 23 (14), 5913-5929	2019
A comparative study of PSO-ANN, GA-ANN, ICA-ANN, and ABC-ANN in estimating the heating load of buildings’ energy efficiency for smart city planning LT Le, H Nguyen, J Dou, J Zhou Applied Sciences 9 (13), 2630	2019
Prediction of blast-induced ground vibration in an open-pit mine by a novel hybrid model based on clustering and artificial neural network H Nguyen, C Drebenstedt, XN Bui, DT Bui Natural Resources Research 29 (2), 691-709	2020
Three hybrid intelligent models in estimating flyrock distance resulting from blasting M Koopialipoor, A Fallah, DJ Armaghani, A Azizi, ET Mohamad Engineering with Computers 35 (1), 243-256	2019
Application of several optimization techniques for estimating TBM advance rate in granitic rocks DJ Armaghani, M Koopialipoor, A Marto, S Yagiz Journal of Rock Mechanics and Geotechnical Engineering 11 (4), 779-789	2019
Supervised machine learning techniques to the prediction of tunnel boring machine penetration rate H Xu, J Zhou, P G. Asteris, D Jahed Armaghani, MM Tahir Applied sciences 9 (18), 3715	2019
Optimizing an ANN model with ICA for estimating bearing capacity of driven pile in cohesionless soil H Moayedi, D Jahed Armaghani Engineering with Computers 34 (2), 347-356	2018
Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns P Sarir, J Chen, PG Asteris, DJ Armaghani, MM Tahir Engineering with Computers 37 (1), 1-19	2021
Big data management in the mining industry C Qi International Journal of Minerals, Metallurgy and Materials 27 (2), 131-139	2020
Development of neuro-fuzzy and neuro-bee predictive models for prediction of the safety factor of eco-protection slopes M Safa, PA Sari, M Shariati, M Suhatril, NT Trung, K Wakil, M Khorami Physica A: Statistical Mechanics and its Applications 550, 124046	2020
Applications of particle swarm optimization in geotechnical engineering: a comprehensive review M Hajihassani, D Jahed Armaghani, R Kalatehjari Geotechnical and Geological Engineering 36 (2), 705-722	2018
A neuro-genetic predictive model to approximate overbreak induced by drilling and blasting operation in tunnels M Koopialipoor, D Jahed Armaghani, M Haghighi, EN Ghaleini Bulletin of Engineering Geology and the Environment 78 (2), 981-990	2019
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate J Zhou, Y Qiu, S Zhu, DJ Armaghani, C Li, H Nguyen, S Yagiz Engineering Applications of Artificial Intelligence 97, 104015	2021
Development of a new hybrid ANN for solving a geotechnical problem related to tunnel boring machine performance M Koopialipoor, A Fahimifar, EN Ghaleini, M Momenzadeh, ... Engineering with Computers 36 (1), 345-357	2020
Soft computing-based techniques for concrete beams shear strength DJ Armaghani, GD Hatzigeorgiou, C Karamani, A Skentou, I Zoumpoulaki, ... Procedia Structural Integrity 17, 924-933	2019
Predicting TBM penetration rate in hard rock condition: a comparative study among six XGB-based metaheuristic techniques J Zhou, Y Qiu, DJ Armaghani, W Zhang, C Li, S Zhu, R Tarinejad Geoscience Frontiers 12 (3), 101091	2021
Predicting the shear strength of reinforced concrete beams using Artificial Neural Networks PG Asteris, DJ Armaghani, GD Hatzigeorgiou, CG Karayannis, ... Computers and Concrete, An International Journal 24 (5), 469-488	2019
Real-time analysis and regulation of EPB shield steering using Random Forest P Zhang, RP Chen, HN Wu Automation in Construction 106, 102860	2019
A combination of artificial bee colony and neural network for approximating the safety factor of retaining walls EN Ghaleini, M Koopialipoor, M Momenzadeh, ME Sarafraz, ... Engineering with Computers 35 (2), 647-658	2019

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