Concepedia

Comparative evaluation of hybrid machine learning models for predicting the strength of metakaolin-based geopolymer concrete enhanced with Gaussian noise augmentation

Mohamed Abdellatief, Mohamed Elsafi, G. Murali, Amr El-Nemr

Journal of Building Engineering · 2025 · 58 citations · 52 references

DOI

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References

52

A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

Alexei Botchkarev · Interdisciplinary Journal of Information Knowledge and Management · 2019 · 611 citations · Full text

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Phase evolution of C-(N)-A-S-H/N-A-S-H gel blends investigated via alkali-activation of synthetic calcium aluminosilicate precursors

Brant Walkley, Rackel San Nicolas, Marc‐Antoine Sani et al. · Cement and Concrete Research · 2016 · 511 citations

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Modelling and experimental performance analysis of solar-assisted ground source heat pump system

Hikmet Esen, Mehmet Esen, Onur Özsolak · Journal of Experimental & Theoretical Artificial Intelligence · 2015 · 435 citations

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Error Metrics and Performance Fitness Indicators for Artificial Intelligence and Machine Learning in Engineering and Sciences

M.Z. Naser, Amir H. Alavi · Architecture Structures and Construction · 2021 · 408 citations · Full text

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Artificial neural network and wavelet neural network approaches for modelling of a solar air heater

Hikmet Esen, Filiz Özgen, Mehmet Esen et al. · Expert Systems with Applications · 2009 · 354 citations

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