A gene expression programming model for predicting tunnel convergence

by Hajihassani, Mohsen, Abdullah, Shahrum Shah, Asteris, Panagiotis G., Armaghani, Danial Jahed
Published 2019

Supervised machine learning techniques to the prediction of tunnel boring machine penetration rate

by Xu, Hai, Zhou, Jian, Asteris, Panagiotis G., Armaghani, Danial Jahed, Md. Tahir, Mahmood
Published 2019

Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns

by Sarir, Payam, Chen, Jun, Asteris, Panagiotis G., Armaghani, Danial Jahed, Tahir, M. M.
Published 2021

Prediction of cement-based mortars compressive strength using machine learning techniques

by Asteris, Panagiotis G., Koopialipoor, Mohammadreza, Armaghani, Danial J., Kotsonis, Evgenios A., Lourenco, Paulo B.
Published 2021

A deep dive into tunnel blasting studies between 2000 and 2023-A systematic review

by He, Biao, Armaghani, Danial Jahed, Lai, Sai Hin, He, Xuzhen, Asteris, Panagiotis G., Sheng, Daichao
Published 2024

A hybrid GEP and WOA approach to estimate the optimal penetration rate of TBM in granitic rock mass

by Li, Zimu, Bejarbaneh, Behnam Yazdani, Asteris, Panagiotis G., Koopialipoor, Mohammadreza, Armaghani, Danial Jahed, Tahir, M. M.
Published 2021

Several tree-based solutions for predicting flyrock distance due to mine blasting

by Yari, Mojtaba, Armaghani, Danial Jahed, Maraveas, Chrysanthos, Ejlali, Alireza Nouri, Mohamad, Edy Tonnizam, Asteris, Panagiotis G.
Published 2023

A case study of resilient modulus prediction leveraging an explainable metaheuristic-based XGBoost

by He, Biao, Armaghani, Danial Jahed, Tsoukalas, Markos Z., Qi, Chongchong, Bhatawdekar, Ramesh Murlidhar, Asteris, Panagiotis G.
Published 2024

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

Slope stability classification under seismic conditions using several tree-based intelligent techniques

by Asteris, Panagiotis G., Rizal, Fariz Iskandar Mohd, Koopialipoor, Mohammadreza, Roussis, Panayiotis C., Ferentinou, Maria, Armaghani, Danial Jahed, Gordan, Behrouz
Published 2022

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

Intelligent based decision-making strategy to predict fire intensity in subsurface engineering environments

by Muhammad Kamran, Muhammad Kamran, Ridho Kresna Wattimena, Ridho Kresna Wattimena, Armaghani, Danial Jahed, Asteris, Panagiotis G., Jiskani, Izhar Mithal, Mohamad, Edy Tonnizam
Published 2023

A novel heuristic algorithm for the modeling and risk assessment of the covid-19 pandemic phenomenon

by Asteris, Panagiotis G., Douyika, Maria G., Karamani, Chrysoula A., Skentou, Athanasia D., Chlichlia, Katerina, Cayaleri, Liborio, Daras, Tryfon, Armaghani, Danial J., Zaoutis, Theoklis E.
Published 2020

Genetic justification of severe COVID-19 using a rigorous algorithm

by Gavriilaki, Eleni, Asteris, Panagiotis G., Touloumenidou, Tasoula, Koravou, Evaggelia-Evdoxia, Koutra, Maria, Papayanni, Penelope Georgia, Karali, Vassiliki, Papalexandri, Apostolia, Varelas, Christos, Chatzopoulou, Fani, Chatzidimitriou, Maria, Chatzidimitriou, Dimitrios, Veleni, Anastasia, Grigoriadis, Savvas, Rapti, Evdoxia, Chloros, Diamantis, Kioumis, Ioannis, Kaimakamis, Evaggelos, Bitzani, Milly, Boumpas, Dimitrios, Tsantes, Argyris, Sotiropoulos, Damianos, Sakellari, Ioanna, Kalantzis, Ioannis G., Parastatidis, Stefanos T., Koopialipoor, Mohammadreza, Cavaleri, Liborio, Armaghani, Danial J., Papadopoulou, Anastasia, Brodsky, Robert Alan, Kokoris, Styliani, Anagnostopoulos, Achilles
Published 2021

Genetic prediction of ICU hospitalization and mortality in COVID-19 patients using artificial neural networks

by Asteris, Panagiotis G., Gavriilaki, Eleni, Touloumenidou, Tasoula, Koravou, Evaggelia-Evdoxia, Koutra, Maria, Papayanni, Penelope Georgia, Pouleres, Alexandros, Karali, Vassiliki, Lemonis, Minas E., Mamou, Anna, Skentou, Athanasia D., Papalexandri, Apostolia, Varelas, Christos, Chatzopoulou, Fani, Chatzidimitriou, Maria, Chatzidimitriou, Dimitrios, Veleni, Anastasia, Rapti, Evdoxia, Kioumis, Ioannis, Kaimakamis, Evaggelos, Bitzani, Milly, Boumpas, Dimitrios, Tsantes, Argyris, Sotiropoulos, Damianos, Papadopoulou, Anastasia, Kalantzis, Ioannis G., Vallianatou, Lydia A., Armaghani, Danial J., Cavaleri, Liborio, Gandomi, Amir H., Hajihassani, Mohsen, Hasanipanah, Mahdi, Koopialipoor, Mohammadreza, Lourenco, Paulo B., Samui, Pijush, Zhou, Jian, Sakellari, Ioanna, Valsami, Serena, Politou, Marianna, Kokoris, Styliani, Anagnostopoulos, Achilles
Published 2022