Today's process industries are investing heavily in the field of process safety and efficiency so as to ensure that the plant is running at the optimal conditions and the overall profit is maximized.

Abstract: In the continuous quest to enhance the precision of cancer diagnosis using MRI scans, this research harnessed the capabilities of the Support Vector Machine (SVM) algorithm for classifying ...

Methods: This study proposes using preprocessed data—specifically, morphological features extracted from images and chemical component concentrations predicted from NIR spectra—to build multiclass ...

A variety of models included traditional machine learning algorithms such as Random Forest or more advanced deep learning architectures including Simple CNN, VGG16, VGG19, ResNet50, Inception-ResNetV2 ...