Markos Z. Tsoukalas

On some reliability estimation problems in random and partition testing

Markos Z. Tsoukalas, Joe W. Duran, Simeon Ntafos · IEEE Transactions on Software Engineering · 1993 · 77 citations

Software Reliability Testing, Engineering, Partition Testing +20

Novel Fuzzy-Based Optimization Approaches for the Prediction of Ultimate Axial Load of Circular Concrete-Filled Steel Tubes

Jin‐song Liao, Panagiotis G. Asteris, Liborio Cavaleri et al. · Buildings · 2021 · 58 citations · Full text

Search Optimization, Engineering, Structural Performance +20

Early prediction of COVID-19 outcome using artificial intelligence techniques and only five laboratory indices

Panagiotis G. Asteris, Styliani Kokoris, Eleni Gavriilaki et al. · Clinical Immunology · 2022 · 36 citations · Full text

Vaccination, Virus Epidemiology, Covid-19 Pandemic +9

A hybrid approach of ANN and improved PSO for estimating soaked CBR of subgrade soils of heavy-haul railway corridor

Abidhan Bardhan, Abdel Kareem Alzo’ubi, P. Sangeetha et al. · International Journal of Pavement Engineering · 2023 · 30 citations

Highway Pavement, Engineering, Mechanical Engineering +19

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

Biao He, Danial Jahed Armaghani, Markos Z. Tsoukalas et al. · Transportation Geotechnics · 2024 · 30 citations

Explainable Metaheuristic-based Xgboost, Resilient Modulus Prediction, Machine Learning +6