Browsing ODA Open Digital Archive by Author "Ben Seghier, Mohamed El Amine"
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Investigation of performance metrics in regression analysis and machine learning-based prediction models
Plevris, Vagelis; Solorzano, German; Bakas, Nikolaos P.; Ben Seghier, Mohamed El Amine (ECCOMAS Congress;8th European Congress on Computational Methods in Applied Sciences and Engineering, Conference object, 2022-11-24)Performance metrics (Evaluation metrics or error metrics) are crucial components of regression analysis and machine learning-based prediction models. A performance metric can be defined as a logical and mathematical construct ... -
Using artificial intelligence techniques for the accurate estimation of the ultimate pure bending of steel circular tubes
Ben Seghier, Mohamed El Amine; Plevris, V.; Solorzano, German (Conference object, 2022-11-24)In this paper, the potential of building more accurate and robust models for the prediction of the ultimate pure bending capacity of steel circular tubes using artificial intelligence techniques is investigated. Therefore, ...