Matches in SemOpenAlex for { <https://semopenalex.org/work/W82986247> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W82986247 endingPage "936" @default.
- W82986247 startingPage "932" @default.
- W82986247 abstract "At present there is a wide range of data mining algorithms available to researchers and practitioners (Witten & Frank, 2005; Tan et al., 2006). Despite the great diversity of these algorithms, virtually all of them share one feature: they have been manually designed. As a result, current data mining algorithms in general incorporate human biases and preconceptions in their designs. This article proposes an alternative approach to the design of data mining algorithms, namely the automatic creation of data mining algorithms by means of Genetic Programming (GP) (Pappa & Freitas, 2006). In essence, GP is a type of Evolutionary Algorithm – i.e., a search algorithm inspired by the Darwinian process of natural selection – that evolves computer programs or executable structures. This approach opens new avenues for research, providing the means to design novel data mining algorithms that are less limited by human biases and preconceptions, and so offer the potential to discover new kinds of patterns (or knowledge) to the user. It also offers an interesting opportunity for the automatic creation of data mining algorithms tailored to the data being mined." @default.
- W82986247 created "2016-06-24" @default.
- W82986247 creator A5009911024 @default.
- W82986247 creator A5087201377 @default.
- W82986247 date "2011-05-24" @default.
- W82986247 modified "2023-09-23" @default.
- W82986247 title "Genetic Programming for Automatically Constructing Data Mining Algorithms" @default.
- W82986247 cites W1512383952 @default.
- W82986247 cites W1589720045 @default.
- W82986247 cites W1602306524 @default.
- W82986247 cites W1993850485 @default.
- W82986247 cites W2168514049 @default.
- W82986247 cites W4235721129 @default.
- W82986247 doi "https://doi.org/10.4018/978-1-60566-010-3.ch144" @default.
- W82986247 hasPublicationYear "2011" @default.
- W82986247 type Work @default.
- W82986247 sameAs 82986247 @default.
- W82986247 citedByCount "2" @default.
- W82986247 countsByYear W829862472017 @default.
- W82986247 countsByYear W829862472018 @default.
- W82986247 crossrefType "book-chapter" @default.
- W82986247 hasAuthorship W82986247A5009911024 @default.
- W82986247 hasAuthorship W82986247A5087201377 @default.
- W82986247 hasConcept C110332635 @default.
- W82986247 hasConcept C111919701 @default.
- W82986247 hasConcept C11413529 @default.
- W82986247 hasConcept C119857082 @default.
- W82986247 hasConcept C124101348 @default.
- W82986247 hasConcept C127413603 @default.
- W82986247 hasConcept C146978453 @default.
- W82986247 hasConcept C154945302 @default.
- W82986247 hasConcept C160145156 @default.
- W82986247 hasConcept C204323151 @default.
- W82986247 hasConcept C41008148 @default.
- W82986247 hasConcept C98045186 @default.
- W82986247 hasConceptScore W82986247C110332635 @default.
- W82986247 hasConceptScore W82986247C111919701 @default.
- W82986247 hasConceptScore W82986247C11413529 @default.
- W82986247 hasConceptScore W82986247C119857082 @default.
- W82986247 hasConceptScore W82986247C124101348 @default.
- W82986247 hasConceptScore W82986247C127413603 @default.
- W82986247 hasConceptScore W82986247C146978453 @default.
- W82986247 hasConceptScore W82986247C154945302 @default.
- W82986247 hasConceptScore W82986247C160145156 @default.
- W82986247 hasConceptScore W82986247C204323151 @default.
- W82986247 hasConceptScore W82986247C41008148 @default.
- W82986247 hasConceptScore W82986247C98045186 @default.
- W82986247 hasLocation W829862471 @default.
- W82986247 hasOpenAccess W82986247 @default.
- W82986247 hasPrimaryLocation W829862471 @default.
- W82986247 hasRelatedWork W144179781 @default.
- W82986247 hasRelatedWork W1524699236 @default.
- W82986247 hasRelatedWork W1530053130 @default.
- W82986247 hasRelatedWork W1574746644 @default.
- W82986247 hasRelatedWork W1994275013 @default.
- W82986247 hasRelatedWork W2003349238 @default.
- W82986247 hasRelatedWork W2005210095 @default.
- W82986247 hasRelatedWork W2047245698 @default.
- W82986247 hasRelatedWork W2060785431 @default.
- W82986247 hasRelatedWork W2086295883 @default.
- W82986247 hasRelatedWork W2164338952 @default.
- W82986247 hasRelatedWork W2351545003 @default.
- W82986247 hasRelatedWork W2368121157 @default.
- W82986247 hasRelatedWork W2381576964 @default.
- W82986247 hasRelatedWork W2514443562 @default.
- W82986247 hasRelatedWork W2534776226 @default.
- W82986247 hasRelatedWork W2541637799 @default.
- W82986247 hasRelatedWork W3012467734 @default.
- W82986247 hasRelatedWork W3092015219 @default.
- W82986247 hasRelatedWork W56033262 @default.
- W82986247 isParatext "false" @default.
- W82986247 isRetracted "false" @default.
- W82986247 magId "82986247" @default.
- W82986247 workType "book-chapter" @default.