Matches in SemOpenAlex for { <https://semopenalex.org/work/W3037443036> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W3037443036 abstract "Vector quantization(VQ) is a lossy data compression technique from signal processing, which is restricted to feature vectors and therefore inapplicable for combinatorial structures. This contribution presents a theoretical foundation of graph quantization (GQ) that extends VQ to the domain of attributed graphs. We present the necessary Lloyd-Max conditions for optimality of a graph quantizer and consistency results for optimal GQ design based on empirical distortion measures and stochastic optimization. These results statistically justify existing clustering algorithms in the domain of graphs. The proposed approach provides a template of how to link structural pattern recognition methods other than GQ to statistical pattern recognition." @default.
- W3037443036 created "2020-07-02" @default.
- W3037443036 creator A5073910479 @default.
- W3037443036 creator A5080362374 @default.
- W3037443036 date "2010-01-06" @default.
- W3037443036 modified "2023-10-03" @default.
- W3037443036 title "Graph Quantization" @default.
- W3037443036 cites W1634005169 @default.
- W3037443036 cites W2016292179 @default.
- W3037443036 cites W2026859125 @default.
- W3037443036 cites W2063685783 @default.
- W3037443036 cites W2065699343 @default.
- W3037443036 cites W2108182844 @default.
- W3037443036 cites W2130047783 @default.
- W3037443036 cites W2147619210 @default.
- W3037443036 cites W2158256890 @default.
- W3037443036 cites W2170752146 @default.
- W3037443036 cites W2913977324 @default.
- W3037443036 cites W61587124 @default.
- W3037443036 cites W654641030 @default.
- W3037443036 hasPublicationYear "2010" @default.
- W3037443036 type Work @default.
- W3037443036 sameAs 3037443036 @default.
- W3037443036 citedByCount "0" @default.
- W3037443036 crossrefType "posted-content" @default.
- W3037443036 hasAuthorship W3037443036A5073910479 @default.
- W3037443036 hasAuthorship W3037443036A5080362374 @default.
- W3037443036 hasConcept C11413529 @default.
- W3037443036 hasConcept C132525143 @default.
- W3037443036 hasConcept C153180895 @default.
- W3037443036 hasConcept C154945302 @default.
- W3037443036 hasConcept C199833920 @default.
- W3037443036 hasConcept C28855332 @default.
- W3037443036 hasConcept C33923547 @default.
- W3037443036 hasConcept C41008148 @default.
- W3037443036 hasConcept C73555534 @default.
- W3037443036 hasConcept C80444323 @default.
- W3037443036 hasConceptScore W3037443036C11413529 @default.
- W3037443036 hasConceptScore W3037443036C132525143 @default.
- W3037443036 hasConceptScore W3037443036C153180895 @default.
- W3037443036 hasConceptScore W3037443036C154945302 @default.
- W3037443036 hasConceptScore W3037443036C199833920 @default.
- W3037443036 hasConceptScore W3037443036C28855332 @default.
- W3037443036 hasConceptScore W3037443036C33923547 @default.
- W3037443036 hasConceptScore W3037443036C41008148 @default.
- W3037443036 hasConceptScore W3037443036C73555534 @default.
- W3037443036 hasConceptScore W3037443036C80444323 @default.
- W3037443036 hasOpenAccess W3037443036 @default.
- W3037443036 hasRelatedWork W1527180107 @default.
- W3037443036 hasRelatedWork W1964504902 @default.
- W3037443036 hasRelatedWork W2055245755 @default.
- W3037443036 hasRelatedWork W2469963130 @default.
- W3037443036 hasRelatedWork W2489691116 @default.
- W3037443036 hasRelatedWork W2584445556 @default.
- W3037443036 hasRelatedWork W2774741750 @default.
- W3037443036 hasRelatedWork W2794285216 @default.
- W3037443036 hasRelatedWork W2914900533 @default.
- W3037443036 hasRelatedWork W2939666302 @default.
- W3037443036 hasRelatedWork W2950386039 @default.
- W3037443036 hasRelatedWork W2950786221 @default.
- W3037443036 hasRelatedWork W2965747599 @default.
- W3037443036 hasRelatedWork W2978851846 @default.
- W3037443036 hasRelatedWork W3007776455 @default.
- W3037443036 hasRelatedWork W3104425534 @default.
- W3037443036 hasRelatedWork W3117306485 @default.
- W3037443036 hasRelatedWork W3162092167 @default.
- W3037443036 hasRelatedWork W3193883344 @default.
- W3037443036 hasRelatedWork W3202394024 @default.
- W3037443036 isParatext "false" @default.
- W3037443036 isRetracted "false" @default.
- W3037443036 magId "3037443036" @default.
- W3037443036 workType "article" @default.