Scientific Research Publishing

Jia, Z. and Yang, Y. (2018) Modified Truncated Randomized Singular Value Decomposition (MTRSVD) Algorithms for Large Scale Discrete Ill-Posed Problems with General-Form ...

ABSTRACT: Truncated singular value decomposition (TSVD) and Golub-Kahan diagonalization are two elementary techniques for solving a least squares problem from a linear discrete ill-posed problems. For ...
IEEE

Writer Identification by Processing Hyperspectral Images Using Singular Value Decomposition and Linear Discriminant Analysis

Abstract: Writer identification is a critical task in forensic document analysis, requiring precise methods to differentiate individual handwriting samples. This study presents a framework leveraging ...
IEEE

Personalized Online Course Recommender System with Truncated Singular Value Decomposition and Clustering Approaches

Abstract: This study presents an online course recommender system that integrates Truncated Singular Value Decomposition (SVD), clustering algorithms, and collaborative filtering to improve ...