Concepedia

Prediction of Compressive Strength of Fly Ash-Based Geopolymer Concrete Using Supervised Machine Learning Methods

Arslan Qayyum Khan, Muhammad Naveed, Muhammad Dawood Rasheed, Pengyong Miao

Arabian Journal for Science and Engineering · 2023 · 41 citations · 45 references

Concepts

ArchitectureCivil EngineeringMaterials EngineeringBuilding MaterialsMachine LearningStructural MaterialsConcrete ConstructionConcrete MaterialsConcrete TechnologyConstruction Materials EvaluationMaterial PropertiesCompressive StrengthConcrete Compressive StrengthFly Ash ConcreteFly Ash-based MaterialsGeopolymer ConcreteMachine Learning In ConstructionYield Strength Prediction

References

45

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.7K citations

Computing, Computer Science, Algorithms +14

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

Computing, Computer Science, Algorithms +13

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · 2010 · 2K citations

Computing, Data Science, Machine Learning +16