Concepedia

Predicting stress-dependent gas permeability of cement mortar with different relative moisture contents based on hybrid ensemble artificial intelligence algorithms

Zhiming Chao, Mingyang Wang, Yinuo Sun, Xu Xu, Wenhan Yue, Chuanxin Yang, Tianxiang Hu

Construction and Building Materials · 2022 · 21 citations · 62 references

Concepts

Geotechnical EngineeringArtificial IntelligenceCementationEngineeringMachine LearningCivil EngineeringConcrete TechnologyStress-dependent Gas PermeabilityCement MortarCement-based Construction MaterialConstruction Engineering

References

62

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

Artificial Intelligence, Engineering, Machine Learning +19

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee-Kheong Siew · Neurocomputing · 2006 · 13K citations

Engineering, Machine Learning, Extreme Learning Machine +5

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

Juan Diego Rodríguez, Aritz Pérez, José A. Lozano · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 1.8K citations

Engineering, Machine Learning, Kappa-fold Cross Validation +19

Convex incremental extreme learning machine

Guang-Bin Huang · Neurocomputing · 2007 · 1.1K citations

Mathematical Programming, Incremental Learning, Engineering +3

Back-propagation neural networks for modeling complex systems

Anthony T.C. Goh · Artificial Intelligence in Engineering · 1995 · 1K citations

Engineering, Computational Neuroscience, Systems Engineering +5