FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2283370450> ?p ?o ?g. }

• W2283370450 endingPage "389" @default.
• W2283370450 startingPage "374" @default.
• W2283370450 abstract "Most of the machine learning techniques suffer the “curse of dimensionality” effect when applied to high dimensional data. To face this limitation, a common preprocessing step consists in employing a dimensionality reduction technique. In literature, a great deal of research work has been devoted to the development of algorithms performing this task. Often, these techniques require as parameter the number of dimensions to be retained; to this aim, they need to estimate the “intrinsic dimensionality” of the given dataset, which refers to the minimum number of degrees of freedom needed to capture all the information carried by the data. Although many estimation techniques have been proposed, most of them fail in case of noisy data or when the intrinsic dimensionality is too high. In this paper we present a family of estimators based on the probability density function of the normalized nearest neighbor distance. We evaluate the proposed techniques on both synthetic and real datasets comparing their performances with those obtained by state of the art algorithms; the achieved results prove that the proposed methods are promising." @default.
• W2283370450 created "2016-06-24" @default.
• W2283370450 creator A5011098514 @default.
• W2283370450 creator A5041442022 @default.
• W2283370450 creator A5056582415 @default.
• W2283370450 creator A5065572674 @default.
• W2283370450 creator A5079939753 @default.
• W2283370450 date "2011-01-01" @default.
• W2283370450 modified "2023-10-16" @default.
• W2283370450 title "Minimum Neighbor Distance Estimators of Intrinsic Dimension" @default.
• W2283370450 cites W2001141328 @default.
• W2283370450 cites W2028569884 @default.
• W2283370450 cites W2029401646 @default.
• W2283370450 cites W2030499717 @default.
• W2283370450 cites W2053186076 @default.
• W2283370450 cites W2058742375 @default.
• W2283370450 cites W2071467620 @default.
• W2283370450 cites W2100567442 @default.
• W2283370450 cites W2106754084 @default.
• W2283370450 cites W2112796928 @default.
• W2283370450 cites W2113957760 @default.
• W2283370450 cites W2116402476 @default.
• W2283370450 cites W2124812588 @default.
• W2283370450 cites W2155010204 @default.
• W2283370450 cites W4229739412 @default.
• W2283370450 cites W4292023222 @default.
• W2283370450 doi "https://doi.org/10.1007/978-3-642-23783-6_24" @default.
• W2283370450 hasPublicationYear "2011" @default.
• W2283370450 type Work @default.
• W2283370450 sameAs 2283370450 @default.
• W2283370450 citedByCount "25" @default.
• W2283370450 countsByYear W22833704502012 @default.
• W2283370450 countsByYear W22833704502014 @default.
• W2283370450 countsByYear W22833704502015 @default.
• W2283370450 countsByYear W22833704502017 @default.
• W2283370450 countsByYear W22833704502018 @default.
• W2283370450 countsByYear W22833704502019 @default.
• W2283370450 countsByYear W22833704502020 @default.
• W2283370450 countsByYear W22833704502021 @default.
• W2283370450 countsByYear W22833704502022 @default.
• W2283370450 countsByYear W22833704502023 @default.
• W2283370450 crossrefType "book-chapter" @default.
• W2283370450 hasAuthorship W2283370450A5011098514 @default.
• W2283370450 hasAuthorship W2283370450A5041442022 @default.
• W2283370450 hasAuthorship W2283370450A5056582415 @default.
• W2283370450 hasAuthorship W2283370450A5065572674 @default.
• W2283370450 hasAuthorship W2283370450A5079939753 @default.
• W2283370450 hasBestOaLocation W22833704501 @default.
• W2283370450 hasConcept C105795698 @default.
• W2283370450 hasConcept C111030470 @default.
• W2283370450 hasConcept C113238511 @default.
• W2283370450 hasConcept C11413529 @default.
• W2283370450 hasConcept C124101348 @default.
• W2283370450 hasConcept C14036430 @default.
• W2283370450 hasConcept C153180895 @default.
• W2283370450 hasConcept C154945302 @default.
• W2283370450 hasConcept C185429906 @default.
• W2283370450 hasConcept C202444582 @default.
• W2283370450 hasConcept C30732413 @default.
• W2283370450 hasConcept C33676613 @default.
• W2283370450 hasConcept C33923547 @default.
• W2283370450 hasConcept C34736171 @default.
• W2283370450 hasConcept C41008148 @default.
• W2283370450 hasConcept C70518039 @default.
• W2283370450 hasConcept C78458016 @default.
• W2283370450 hasConcept C86803240 @default.
• W2283370450 hasConceptScore W2283370450C105795698 @default.
• W2283370450 hasConceptScore W2283370450C111030470 @default.
• W2283370450 hasConceptScore W2283370450C113238511 @default.
• W2283370450 hasConceptScore W2283370450C11413529 @default.
• W2283370450 hasConceptScore W2283370450C124101348 @default.
• W2283370450 hasConceptScore W2283370450C14036430 @default.
• W2283370450 hasConceptScore W2283370450C153180895 @default.
• W2283370450 hasConceptScore W2283370450C154945302 @default.
• W2283370450 hasConceptScore W2283370450C185429906 @default.
• W2283370450 hasConceptScore W2283370450C202444582 @default.
• W2283370450 hasConceptScore W2283370450C30732413 @default.
• W2283370450 hasConceptScore W2283370450C33676613 @default.
• W2283370450 hasConceptScore W2283370450C33923547 @default.
• W2283370450 hasConceptScore W2283370450C34736171 @default.
• W2283370450 hasConceptScore W2283370450C41008148 @default.
• W2283370450 hasConceptScore W2283370450C70518039 @default.
• W2283370450 hasConceptScore W2283370450C78458016 @default.
• W2283370450 hasConceptScore W2283370450C86803240 @default.
• W2283370450 hasLocation W22833704501 @default.
• W2283370450 hasOpenAccess W2283370450 @default.
• W2283370450 hasPrimaryLocation W22833704501 @default.
• W2283370450 hasRelatedWork W2041913883 @default.
• W2283370450 hasRelatedWork W2066259560 @default.
• W2283370450 hasRelatedWork W2121302072 @default.
• W2283370450 hasRelatedWork W2126100045 @default.
• W2283370450 hasRelatedWork W2554316258 @default.
• W2283370450 hasRelatedWork W2949375901 @default.
• W2283370450 hasRelatedWork W3157335617 @default.
• W2283370450 hasRelatedWork W4297479046 @default.
• W2283370450 hasRelatedWork W4385958875 @default.
• W2283370450 hasRelatedWork W4386434923 @default.
• W2283370450 isParatext "false" @default.

• next