Matches in SemOpenAlex for { <https://semopenalex.org/work/W1562273991> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W1562273991 abstract "Data clustering is fundamental for training networks based on vector quantization and/or radial basis functions. This paper presents a new method of clustering data based on entropical scheduling. In the proposed entropical scheduling: 1) the assignment of a cluster to each data, for the update of the cluster center, is probabilistic, where the probabilities that each data belongs to individual clusters depend on the distances to the corresponding cluster centers; and 2) the entropy of assignment probabilities are gradually minimized in such a way that the nature of assignments evolves from more random to more nearest neighbor decisions. The proposed method aims at reducing the sensitivity of the K-means method to local minima through probabilistic assignments, while enhancing the efficiency of simulated annealing by incorporating the neighborhood constraint in random perturbation. Simulation results demonstrate the efficiency and robustness of the proposed method in comparison with conventional methods. >" @default.
- W1562273991 created "2016-06-24" @default.
- W1562273991 creator A5004199021 @default.
- W1562273991 creator A5051870546 @default.
- W1562273991 date "2002-12-17" @default.
- W1562273991 modified "2023-09-25" @default.
- W1562273991 title "Data clustering with entropical scheduling" @default.
- W1562273991 cites W1991848143 @default.
- W1562273991 cites W2057691548 @default.
- W1562273991 cites W2127218421 @default.
- W1562273991 cites W2127592992 @default.
- W1562273991 cites W2166322089 @default.
- W1562273991 cites W2168487341 @default.
- W1562273991 cites W2171776966 @default.
- W1562273991 cites W2913399920 @default.
- W1562273991 doi "https://doi.org/10.1109/icnn.1994.374600" @default.
- W1562273991 hasPublicationYear "2002" @default.
- W1562273991 type Work @default.
- W1562273991 sameAs 1562273991 @default.
- W1562273991 citedByCount "9" @default.
- W1562273991 countsByYear W15622739912012 @default.
- W1562273991 countsByYear W15622739912013 @default.
- W1562273991 countsByYear W15622739912014 @default.
- W1562273991 countsByYear W15622739912018 @default.
- W1562273991 countsByYear W15622739912019 @default.
- W1562273991 crossrefType "proceedings-article" @default.
- W1562273991 hasAuthorship W1562273991A5004199021 @default.
- W1562273991 hasAuthorship W1562273991A5051870546 @default.
- W1562273991 hasConcept C11413529 @default.
- W1562273991 hasConcept C124101348 @default.
- W1562273991 hasConcept C134306372 @default.
- W1562273991 hasConcept C154945302 @default.
- W1562273991 hasConcept C186633575 @default.
- W1562273991 hasConcept C33923547 @default.
- W1562273991 hasConcept C41008148 @default.
- W1562273991 hasConcept C49937458 @default.
- W1562273991 hasConcept C73555534 @default.
- W1562273991 hasConceptScore W1562273991C11413529 @default.
- W1562273991 hasConceptScore W1562273991C124101348 @default.
- W1562273991 hasConceptScore W1562273991C134306372 @default.
- W1562273991 hasConceptScore W1562273991C154945302 @default.
- W1562273991 hasConceptScore W1562273991C186633575 @default.
- W1562273991 hasConceptScore W1562273991C33923547 @default.
- W1562273991 hasConceptScore W1562273991C41008148 @default.
- W1562273991 hasConceptScore W1562273991C49937458 @default.
- W1562273991 hasConceptScore W1562273991C73555534 @default.
- W1562273991 hasLocation W15622739911 @default.
- W1562273991 hasOpenAccess W1562273991 @default.
- W1562273991 hasPrimaryLocation W15622739911 @default.
- W1562273991 hasRelatedWork W1482898105 @default.
- W1562273991 hasRelatedWork W2022201359 @default.
- W1562273991 hasRelatedWork W2060287725 @default.
- W1562273991 hasRelatedWork W2068959699 @default.
- W1562273991 hasRelatedWork W2107221597 @default.
- W1562273991 hasRelatedWork W2118020555 @default.
- W1562273991 hasRelatedWork W2130105489 @default.
- W1562273991 hasRelatedWork W2131536428 @default.
- W1562273991 hasRelatedWork W2134064309 @default.
- W1562273991 hasRelatedWork W2134725327 @default.
- W1562273991 hasRelatedWork W2141110525 @default.
- W1562273991 hasRelatedWork W2142458924 @default.
- W1562273991 hasRelatedWork W2168919625 @default.
- W1562273991 hasRelatedWork W2169341839 @default.
- W1562273991 hasRelatedWork W2347879068 @default.
- W1562273991 hasRelatedWork W2381617755 @default.
- W1562273991 hasRelatedWork W2601376908 @default.
- W1562273991 hasRelatedWork W2811177556 @default.
- W1562273991 hasRelatedWork W2959929137 @default.
- W1562273991 hasRelatedWork W3157958094 @default.
- W1562273991 isParatext "false" @default.
- W1562273991 isRetracted "false" @default.
- W1562273991 magId "1562273991" @default.
- W1562273991 workType "article" @default.