@inproceedings{41b279e3f6ce41d8b8fd330202247cba,
title = "Non-negative matrix factorization: A short survey on methods and applications",
abstract = "Non-negative matrix factorization (NMF) has been shown to be useful for a variety of practical applications. To meet the requirements of various applications, some extensions of NMF have been proposed as well. This paper presents a short survey on some recent developments of NMF on both the algorithms and applications. Some potential improvements of NMF are also suggested for future study.",
keywords = "Dimensional Reduction, Non-negative Matrix Factorization",
author = "Zhengyu Huang and Aimin Zhou and Guixu Zhang",
year = "2012",
doi = "10.1007/978-3-642-34289-9\_37",
language = "英语",
isbn = "9783642342882",
series = "Communications in Computer and Information Science",
pages = "331--340",
booktitle = "Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings",
note = "6th International Symposium on Intelligence Computation and Applications, ISICA 2012 ; Conference date: 27-10-2012 Through 28-10-2012",
}