Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs
Publisher:
Year
: 2014DOI: 10.1109/TPAMI.2013.135
Keyword(s): Bayes methods,graph theory,learning (artificial intelligence),matrix algebra,pattern classification,Wikipedia,adjacency matrix eigendecomposition,consistent latent position estimation,k-nearest-neighbors classification rule,random dot product graphs,vertex classification,Encyclopedias,Estimation,Internet,Pattern recognition,Random variables,Stochastic processes,Vectors,$(k)$-nearest-neighbor,Random graph,latent space model,universal consistency
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Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs
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| contributor author | Sussman, Daniel L. | |
| contributor author | Minh Tang | |
| contributor author | Priebe, Carey E. | |
| date accessioned | 2020-03-12T18:25:32Z | |
| date available | 2020-03-12T18:25:32Z | |
| date issued | 2014 | |
| identifier issn | 0162-8828 | |
| identifier other | 6565321.pdf | |
| identifier uri | https://libsearch.um.ac.ir:443/fum/handle/fum/958055?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7990455 | |
| subject keywords | Bayes methods | |
| subject keywords | graph theory | |
| subject keywords | learning (artificial intelligence) | |
| subject keywords | matrix algebra | |
| subject keywords | pattern classification | |
| subject keywords | Wikipedia | |
| subject keywords | adjacency matrix eigendecomposition | |
| subject keywords | consistent latent position estimation | |
| subject keywords | k-nearest-neighbors classification rule | |
| subject keywords | random dot product graphs | |
| subject keywords | vertex classification | |
| subject keywords | Encyclopedias | |
| subject keywords | Estimation | |
| subject keywords | Internet | |
| subject keywords | Pattern recognition | |
| subject keywords | Random variables | |
| subject keywords | Stochastic processes | |
| subject keywords | Vectors | |
| subject keywords | $(k)$-nearest-neighbor | |
| subject keywords | Random graph | |
| subject keywords | latent space model | |
| subject keywords | universal consistency | |
| identifier doi | 10.1109/TPAMI.2013.135 | |
| journal title | Pattern Analysis and Machine Intelligence, IEEE Transactions on | |
| journal volume | 36 | |
| journal issue | 1 | |
| filesize | 749570 | |
| citations | 0 |