Severe and fatal crashes involving large trucks result in significant social and economic
losses for human society. Unfortunately, the notably low proportion of severe and fatal injury …

In data mining, deep learning and machine learning models face class imbalance problems,
which result in a lower detection rate for minority class samples. An improved Synthetic …

High-dimensional data generally degrades the performance of data mining algorithms. To
improve the performance, we can reduce dimensionality by eliminating irrelevant …