... (PCA-base ANN) and support vector machines (SVM) performances to classify the clogging condition of a strainer in an oil/gas company (determining whether the strainer was healthy/clean or faulty/dirty). McKenzie et al. (2010) authored the earliest study found that involves a military...

...Arijit Maji; Indrajit Mukherjee Purpose The purpose of this study is to propose an effective unsupervised one-class-classifier (OCC) support vector machine (SVM)-based single multivariate control chart (OCC-SVM) to simultaneously monitor “location” and “scale” shifts of a manufacturing process...