کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4602221 1631168 2008 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Non-negative matrix factorization with fixed row and column sums
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات اعداد جبر و تئوری
پیش نمایش صفحه اول مقاله
Non-negative matrix factorization with fixed row and column sums
چکیده انگلیسی

In this short note, we focus on the use of the generalized Kullback–Leibler (KL) divergence in the problem of non-negative matrix factorization (NMF). We will show that when using the generalized KL divergence as cost function for NMF, the row sums and the column sums of the original matrix are preserved in the approximation. We will use this special characteristic in several approximation problems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Linear Algebra and its Applications - Volume 429, Issues 5–6, 1 September 2008, Pages 1020-1025