Matches in SemOpenAlex for { <https://semopenalex.org/work/W3021900346> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W3021900346 abstract "In this chapter classification methods are discussed, which have been extensively implemented for analysing big data in various fields such as customer segmentation, fraud detection, computer vision, speech recognition and medical diagnosis. In brief, classification can be viewed as a labelling process for new observations, aiming at determining to which of a set of categories an unlabelled object should belong. Fundamentals of classification will be introduced first, followed by a discussion on several classification methods that have been popular in big data applications, including the k-nearest neighbour algorithm, regression models, Bayesian networks, artificial neural networks and decision trees. Examples will be provided to demonstrate the implementation of these methods." @default.
- W3021900346 created "2020-05-13" @default.
- W3021900346 creator A5050389576 @default.
- W3021900346 date "2016-01-01" @default.
- W3021900346 modified "2023-09-26" @default.
- W3021900346 title "Classification methods" @default.
- W3021900346 cites W2093135704 @default.
- W3021900346 cites W2101927907 @default.
- W3021900346 cites W2129287653 @default.
- W3021900346 cites W2911964244 @default.
- W3021900346 doi "https://doi.org/10.1016/b978-0-12-803732-4.00002-7" @default.
- W3021900346 hasPublicationYear "2016" @default.
- W3021900346 type Work @default.
- W3021900346 sameAs 3021900346 @default.
- W3021900346 citedByCount "0" @default.
- W3021900346 crossrefType "book-chapter" @default.
- W3021900346 hasAuthorship W3021900346A5050389576 @default.
- W3021900346 hasConcept C107673813 @default.
- W3021900346 hasConcept C110083411 @default.
- W3021900346 hasConcept C111919701 @default.
- W3021900346 hasConcept C119857082 @default.
- W3021900346 hasConcept C124101348 @default.
- W3021900346 hasConcept C153180895 @default.
- W3021900346 hasConcept C154945302 @default.
- W3021900346 hasConcept C177264268 @default.
- W3021900346 hasConcept C199360897 @default.
- W3021900346 hasConcept C2983946233 @default.
- W3021900346 hasConcept C41008148 @default.
- W3021900346 hasConcept C50644808 @default.
- W3021900346 hasConcept C84525736 @default.
- W3021900346 hasConcept C89600930 @default.
- W3021900346 hasConcept C98045186 @default.
- W3021900346 hasConceptScore W3021900346C107673813 @default.
- W3021900346 hasConceptScore W3021900346C110083411 @default.
- W3021900346 hasConceptScore W3021900346C111919701 @default.
- W3021900346 hasConceptScore W3021900346C119857082 @default.
- W3021900346 hasConceptScore W3021900346C124101348 @default.
- W3021900346 hasConceptScore W3021900346C153180895 @default.
- W3021900346 hasConceptScore W3021900346C154945302 @default.
- W3021900346 hasConceptScore W3021900346C177264268 @default.
- W3021900346 hasConceptScore W3021900346C199360897 @default.
- W3021900346 hasConceptScore W3021900346C2983946233 @default.
- W3021900346 hasConceptScore W3021900346C41008148 @default.
- W3021900346 hasConceptScore W3021900346C50644808 @default.
- W3021900346 hasConceptScore W3021900346C84525736 @default.
- W3021900346 hasConceptScore W3021900346C89600930 @default.
- W3021900346 hasConceptScore W3021900346C98045186 @default.
- W3021900346 hasLocation W30219003461 @default.
- W3021900346 hasOpenAccess W3021900346 @default.
- W3021900346 hasPrimaryLocation W30219003461 @default.
- W3021900346 hasRelatedWork W1587473149 @default.
- W3021900346 hasRelatedWork W2106728628 @default.
- W3021900346 hasRelatedWork W2134330816 @default.
- W3021900346 hasRelatedWork W2183255263 @default.
- W3021900346 hasRelatedWork W2186436755 @default.
- W3021900346 hasRelatedWork W2187934323 @default.
- W3021900346 hasRelatedWork W2357078979 @default.
- W3021900346 hasRelatedWork W2375679214 @default.
- W3021900346 hasRelatedWork W2753683282 @default.
- W3021900346 hasRelatedWork W2765276828 @default.
- W3021900346 hasRelatedWork W2806122178 @default.
- W3021900346 hasRelatedWork W2991310754 @default.
- W3021900346 hasRelatedWork W3006580367 @default.
- W3021900346 hasRelatedWork W3016588426 @default.
- W3021900346 hasRelatedWork W3109015346 @default.
- W3021900346 hasRelatedWork W3162212224 @default.
- W3021900346 hasRelatedWork W57328210 @default.
- W3021900346 hasRelatedWork W981727710 @default.
- W3021900346 hasRelatedWork W2287308031 @default.
- W3021900346 hasRelatedWork W3124965184 @default.
- W3021900346 isParatext "false" @default.
- W3021900346 isRetracted "false" @default.
- W3021900346 magId "3021900346" @default.
- W3021900346 workType "book-chapter" @default.