February 29, 2024
Amin Torabi Jahromi

Amin Torabi Jahromi

Academic Rank: Assistant professor
Address:
Degree: Ph.D in Electrical Engineering
Phone: 09171023389
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title
Multivariate Functional Principal Component Analysis on Different Domains and Its application in monitoring the quality of a manufacturing
Type Thesis
Keywords
تحليل داده هاي تابعي، داده هاي تابعي چند متغيره، كاهش بعد، تحليل تصوير.
Researchers danial mazarei (Student) , Hossein Haghbin (Primary advisor) , Amin Torabi Jahromi (Advisor)

Abstract

The problem of analysis vectors, each component of which is functional data, has been considered, and it has been tried to introduce and implement the problem of principal component analysis in the case where it is assumed that each function can have a distinct domain. Also, due to the complexity of the discussed mathematical space, it was necessary to explain how to use the discussed techniques in practical implementation. Finally, an application in the manufacturing and production process is presented, and it is tried to use this technique as a dimension reduction technique for this problem.