FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2157962494> ?p ?o ?g. }

• W2157962494 abstract "Many algorithms to train radial basis function (RBF) networks have already been proposed. Most of them, however, concentrate on building function approximators and only few specialized algorithms are known that concentrate on RBFs for classification. They are based on heuristics that focus on finding areas where relatively few (or no) conflicts occur, but do not try to approximate the underlying probability distribution function (PDF) of the data. In this paper an extension for an already existing constructive algorithm for RBF networks is introduced. The new method uses the dynamic decay adjustment (DDA) algorithm to find conflict free areas and builds more appropriate PDFs inside each such zone. On a dataset which was generated using Gaussian distributions it is demonstrated that this method builds almost optimal classifiers that compare very well with the theoretical Bayes classifier. It is shown, however, that the generalization capability of such networks does not compare favourable to the DDA itself." @default.
• W2157962494 created "2016-06-24" @default.
• W2157962494 creator A5035270195 @default.
• W2157962494 date "2002-12-24" @default.
• W2157962494 modified "2023-09-23" @default.
• W2157962494 title "A probabilistic extension for the DDA algorithm" @default.
• W2157962494 cites W1548502347 @default.
• W2157962494 cites W1964168965 @default.
• W2157962494 cites W2055913343 @default.
• W2157962494 cites W2072217438 @default.
• W2157962494 cites W2102073628 @default.
• W2157962494 cites W2109919255 @default.
• W2157962494 cites W2112659388 @default.
• W2157962494 cites W2151467704 @default.
• W2157962494 cites W2161012272 @default.
• W2157962494 cites W2169554323 @default.
• W2157962494 cites W2171277043 @default.
• W2157962494 cites W3112020351 @default.
• W2157962494 doi "https://doi.org/10.1109/icnn.1996.548915" @default.
• W2157962494 hasPublicationYear "2002" @default.
• W2157962494 type Work @default.
• W2157962494 sameAs 2157962494 @default.
• W2157962494 citedByCount "7" @default.
• W2157962494 countsByYear W21579624942019 @default.
• W2157962494 crossrefType "proceedings-article" @default.
• W2157962494 hasAuthorship W2157962494A5035270195 @default.
• W2157962494 hasConcept C105795698 @default.
• W2157962494 hasConcept C111919701 @default.
• W2157962494 hasConcept C11413529 @default.
• W2157962494 hasConcept C119857082 @default.
• W2157962494 hasConcept C120665830 @default.
• W2157962494 hasConcept C121332964 @default.
• W2157962494 hasConcept C126255220 @default.
• W2157962494 hasConcept C127705205 @default.
• W2157962494 hasConcept C134306372 @default.
• W2157962494 hasConcept C154945302 @default.
• W2157962494 hasConcept C163716315 @default.
• W2157962494 hasConcept C177148314 @default.
• W2157962494 hasConcept C192209626 @default.
• W2157962494 hasConcept C197055811 @default.
• W2157962494 hasConcept C199360897 @default.
• W2157962494 hasConcept C2778029271 @default.
• W2157962494 hasConcept C2778701210 @default.
• W2157962494 hasConcept C33923547 @default.
• W2157962494 hasConcept C41008148 @default.
• W2157962494 hasConcept C49937458 @default.
• W2157962494 hasConcept C50644808 @default.
• W2157962494 hasConcept C62520636 @default.
• W2157962494 hasConcept C95623464 @default.
• W2157962494 hasConcept C98045186 @default.
• W2157962494 hasConcept C98856871 @default.
• W2157962494 hasConceptScore W2157962494C105795698 @default.
• W2157962494 hasConceptScore W2157962494C111919701 @default.
• W2157962494 hasConceptScore W2157962494C11413529 @default.
• W2157962494 hasConceptScore W2157962494C119857082 @default.
• W2157962494 hasConceptScore W2157962494C120665830 @default.
• W2157962494 hasConceptScore W2157962494C121332964 @default.
• W2157962494 hasConceptScore W2157962494C126255220 @default.
• W2157962494 hasConceptScore W2157962494C127705205 @default.
• W2157962494 hasConceptScore W2157962494C134306372 @default.
• W2157962494 hasConceptScore W2157962494C154945302 @default.
• W2157962494 hasConceptScore W2157962494C163716315 @default.
• W2157962494 hasConceptScore W2157962494C177148314 @default.
• W2157962494 hasConceptScore W2157962494C192209626 @default.
• W2157962494 hasConceptScore W2157962494C197055811 @default.
• W2157962494 hasConceptScore W2157962494C199360897 @default.
• W2157962494 hasConceptScore W2157962494C2778029271 @default.
• W2157962494 hasConceptScore W2157962494C2778701210 @default.
• W2157962494 hasConceptScore W2157962494C33923547 @default.
• W2157962494 hasConceptScore W2157962494C41008148 @default.
• W2157962494 hasConceptScore W2157962494C49937458 @default.
• W2157962494 hasConceptScore W2157962494C50644808 @default.
• W2157962494 hasConceptScore W2157962494C62520636 @default.
• W2157962494 hasConceptScore W2157962494C95623464 @default.
• W2157962494 hasConceptScore W2157962494C98045186 @default.
• W2157962494 hasConceptScore W2157962494C98856871 @default.
• W2157962494 hasLocation W21579624941 @default.
• W2157962494 hasOpenAccess W2157962494 @default.
• W2157962494 hasPrimaryLocation W21579624941 @default.
• W2157962494 hasRelatedWork W2102073628 @default.
• W2157962494 hasRelatedWork W2151380595 @default.
• W2157962494 hasRelatedWork W2279165687 @default.
• W2157962494 hasRelatedWork W2789762307 @default.
• W2157962494 hasRelatedWork W2892326242 @default.
• W2157962494 hasRelatedWork W2913554033 @default.
• W2157962494 hasRelatedWork W2915904389 @default.
• W2157962494 hasRelatedWork W2921037632 @default.
• W2157962494 hasRelatedWork W2963569411 @default.
• W2157962494 hasRelatedWork W2963887680 @default.
• W2157962494 hasRelatedWork W3000395481 @default.
• W2157962494 hasRelatedWork W3093576533 @default.
• W2157962494 hasRelatedWork W3097742357 @default.
• W2157962494 hasRelatedWork W3140200055 @default.
• W2157962494 hasRelatedWork W3153444761 @default.
• W2157962494 hasRelatedWork W3168222560 @default.
• W2157962494 hasRelatedWork W3180734960 @default.
• W2157962494 hasRelatedWork W3198791382 @default.
• W2157962494 hasRelatedWork W856907600 @default.
• W2157962494 hasRelatedWork W912714413 @default.
• W2157962494 isParatext "false" @default.

• next