Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization
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: 2014DOI: 10.1109/TKDE.2013.98
Keyword(s): Lyapunov methods,convergence,graph theory,learning (artificial intelligence),matrix decomposition,set theory,Euclidian distance based algorithms,Lyapunov indirect method,convergence analysis,convergence features,data space geometrical structure,graph regularized NMF learning algorithms,graph regularized nonnegative matrix factorization,image processing,information retrieval,invariant sets,pattern recognition,update rules,Algorithm design and analysis,Convergence,Equations,Ma
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Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization
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| contributor author | Shangming Yang | |
| contributor author | Zhang Yi | |
| contributor author | Mao Ye | |
| contributor author | Xiaofei He | |
| date accessioned | 2020-03-12T18:24:20Z | |
| date available | 2020-03-12T18:24:20Z | |
| date issued | 2014 | |
| identifier issn | 1041-4347 | |
| identifier other | 6544182.pdf | |
| identifier uri | http://libsearch.um.ac.ir:80/fum/handle/fum/957379?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7989624 | |
| subject keywords | Lyapunov methods | |
| subject keywords | convergence | |
| subject keywords | graph theory | |
| subject keywords | learning (artificial intelligence) | |
| subject keywords | matrix decomposition | |
| subject keywords | set theory | |
| subject keywords | Euclidian distance based algorithms | |
| subject keywords | Lyapunov indirect method | |
| subject keywords | convergence analysis | |
| subject keywords | convergence features | |
| subject keywords | data space geometrical structure | |
| subject keywords | graph regularized NMF learning algorithms | |
| subject keywords | graph regularized nonnegative matrix factorization | |
| subject keywords | image processing | |
| subject keywords | information retrieval | |
| subject keywords | invariant sets | |
| subject keywords | pattern recognition | |
| subject keywords | update rules | |
| subject keywords | Algorithm design and analysis | |
| subject keywords | Convergence | |
| subject keywords | Equations | |
| subject keywords | Ma | |
| identifier doi | 10.1109/TKDE.2013.98 | |
| journal title | Knowledge and Data Engineering, IEEE Transactions on | |
| journal volume | 26 | |
| journal issue | 9 | |
| filesize | 5870063 | |
| citations | 0 |