A Novel Efficient Feature Dimensionality Reduction Method and Its Application in Engineering
A Novel Efficient Feature Dimensionality Reduction Method and Its Application in Engineering is a scholarly work, published in 2018 in ''Complexity''. The main subjects of the publication include dimensionality reduction, data mining, artificial intelligence, Pavement management, curse of dimensionality, computer vision, heuristic, graph dimension, multi-objective optimization, feature, machine learning, pattern recognition, feature selection, computer science, and reduction. Results in the first case show that the proposed method can improve the accuracy of road roughness time‐domain estimation to above 0.99 and reduce measured data of the vehicle dynamic response, reducing the experimental workload significantly.