Non-negative matrix factorization: Difference between revisions

Revision as of 15:31, 11 May 2007

Revision as of 16:36, 6 June 2007

Line 50:

== Sources and external links ==

=== ReferencesNotes ===

* J. Shen, G. W. Israël, "A receptor model using a specific non-negative transformation technique for ambient aerosol", ''[[Atmospheric Environment]]'', 23(10):2289-2298, [[1989]].

<div class="references-small"><references/></div>

* [[Pentti Paatero]], "Least squares formulation of robust non-negative factor analysis", ''[[Chemometrics and Intelligent Laboratory Systems]]'', 37(1):23-35, 1997 May.

* [[Daniel D. Lee]] and [[H. Sebastian Seung]], "Learning the parts of objects by non-negative matrix factorization", ''[[Nature (journal)|Nature]]'', 401(6755):788-791, 1999 October.

=== Others ===

<div class="references-small">

* {{Cite journal

| author = J. Shen, G. W. Israël

* | J.title Shen,= G. W. Israël, "A receptor model using a specific non-negative transformation technique for ambient aerosol", ''[[Atmospheric Environment]]'', 23(10):2289-2298, [[1989]].

| journal = [[Atmospheric Environment]]

| volume = 23

| issue = 10

| pages = 2289&ndash;2298

| year = [[1989]]

}}

* {{Cite journal

| author = [[Pentti Paatero]]

| title = Least squares formulation of robust non-negative factor analysis

| journal = [[Chemometrics and Intelligent Laboratory Systems]]

| volume = 37

| issue = 1

| pages = 23&ndash;35

| year = 1997

| month = May

}}

* {{Cite journal

| author = [[Daniel D. Lee]] and [[H. Sebastian Seung]]

| title = Learning the parts of objects by non-negative matrix factorization

| journal = [[Nature (journal)|Nature]]

| volume = 401

| issue = 6755

| pages = 788&ndash;791

| year = 1999

| month = October

}}

* Daniel D. Lee and H. Sebastian Seung, "[http://www.nips.cc/Web/Groups/NIPS/NIPS2000/00papers-pub-on-web/LeeSeung.ps.gz Algorithms for Non-negative Matrix Factorization]", ''[[NIPS|Advances in Neural Information Processing Systems 13: Proceedings of the 2000 Conference]]'', 556-562, [[MIT Press]], 2001.

* {{Cite journal

| author = Raul Kompass

| title = A Generalized Divergence Measure for Nonnegative Matrix Factorization

| journal = [[Neural Computation]]

| volume = 19

| issue = 3

| month = March

| year = 2007

}}

* Amy N. Langville, Michael W. Berry, Murray Browne, V. Paul Pauca, and Robert J. Plemmons. [http://www.cofc.edu/~langvillea/CSDA.pdf A Survey of Algorithms and Applications for the Nonnegative Matrix Factorization]. Computational Statistics and Data Analysis. Elsevier. Submitted Jan. 2006.

</div>

=== References ===

<div class="references-small"><references/></div>

[[Category:Linear algebra]]