Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208764551> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3208764551 abstract "Evolutionary algorithms for subgroup discovery usually randomly initialize the population, which often causes them to spend part of their time evaluating unpromising solutions. This situation causes the algorithm to take more time to converge to good solutions. In this paper, we present a new initial population construction heuristic for DINOS, a genetic subgroup discovery algorithm that mines non-redundant subgroups with high quality in a short time. The proposed heuristic is based on the generation of a collection of decision trees, allowing to obtain an initial population in which all the rules are valid and with a large coverage of the database. The quality of these rules is also high and they contain a large diversity in the attributes used, allowing to deal with problems having a large number of dimensions. The experiments carried out show that the new method allows mining more high-quality and diverse subgroups in a slightly higher computational time." @default.
- W3208764551 created "2021-11-08" @default.
- W3208764551 creator A5029508132 @default.
- W3208764551 creator A5032936769 @default.
- W3208764551 creator A5039012772 @default.
- W3208764551 creator A5087454454 @default.
- W3208764551 date "2021-01-01" @default.
- W3208764551 modified "2023-09-27" @default.
- W3208764551 title "A Novel Initial Population Construction Heuristic for the DINOS Subgroup Discovery Algorithm" @default.
- W3208764551 cites W1794744044 @default.
- W3208764551 cites W2072727482 @default.
- W3208764551 cites W2115382361 @default.
- W3208764551 cites W2116821125 @default.
- W3208764551 cites W2149289717 @default.
- W3208764551 cites W2151280208 @default.
- W3208764551 cites W2165466912 @default.
- W3208764551 cites W2606579143 @default.
- W3208764551 cites W2763752391 @default.
- W3208764551 cites W2765185382 @default.
- W3208764551 cites W2905041206 @default.
- W3208764551 cites W2981829682 @default.
- W3208764551 cites W2994902392 @default.
- W3208764551 cites W3092635280 @default.
- W3208764551 cites W4246565613 @default.
- W3208764551 cites W4255726527 @default.
- W3208764551 doi "https://doi.org/10.1007/978-3-030-89691-1_27" @default.
- W3208764551 hasPublicationYear "2021" @default.
- W3208764551 type Work @default.
- W3208764551 sameAs 3208764551 @default.
- W3208764551 citedByCount "0" @default.
- W3208764551 crossrefType "book-chapter" @default.
- W3208764551 hasAuthorship W3208764551A5029508132 @default.
- W3208764551 hasAuthorship W3208764551A5032936769 @default.
- W3208764551 hasAuthorship W3208764551A5039012772 @default.
- W3208764551 hasAuthorship W3208764551A5087454454 @default.
- W3208764551 hasConcept C111472728 @default.
- W3208764551 hasConcept C11413529 @default.
- W3208764551 hasConcept C119857082 @default.
- W3208764551 hasConcept C124101348 @default.
- W3208764551 hasConcept C138885662 @default.
- W3208764551 hasConcept C144024400 @default.
- W3208764551 hasConcept C149923435 @default.
- W3208764551 hasConcept C154945302 @default.
- W3208764551 hasConcept C173801870 @default.
- W3208764551 hasConcept C2779530757 @default.
- W3208764551 hasConcept C2908647359 @default.
- W3208764551 hasConcept C41008148 @default.
- W3208764551 hasConcept C8880873 @default.
- W3208764551 hasConceptScore W3208764551C111472728 @default.
- W3208764551 hasConceptScore W3208764551C11413529 @default.
- W3208764551 hasConceptScore W3208764551C119857082 @default.
- W3208764551 hasConceptScore W3208764551C124101348 @default.
- W3208764551 hasConceptScore W3208764551C138885662 @default.
- W3208764551 hasConceptScore W3208764551C144024400 @default.
- W3208764551 hasConceptScore W3208764551C149923435 @default.
- W3208764551 hasConceptScore W3208764551C154945302 @default.
- W3208764551 hasConceptScore W3208764551C173801870 @default.
- W3208764551 hasConceptScore W3208764551C2779530757 @default.
- W3208764551 hasConceptScore W3208764551C2908647359 @default.
- W3208764551 hasConceptScore W3208764551C41008148 @default.
- W3208764551 hasConceptScore W3208764551C8880873 @default.
- W3208764551 hasLocation W32087645511 @default.
- W3208764551 hasOpenAccess W3208764551 @default.
- W3208764551 hasPrimaryLocation W32087645511 @default.
- W3208764551 hasRelatedWork W10356211 @default.
- W3208764551 hasRelatedWork W11956316 @default.
- W3208764551 hasRelatedWork W13065194 @default.
- W3208764551 hasRelatedWork W1329008 @default.
- W3208764551 hasRelatedWork W13332887 @default.
- W3208764551 hasRelatedWork W2804300 @default.
- W3208764551 hasRelatedWork W378070 @default.
- W3208764551 hasRelatedWork W6105805 @default.
- W3208764551 hasRelatedWork W9037605 @default.
- W3208764551 hasRelatedWork W9433410 @default.
- W3208764551 isParatext "false" @default.
- W3208764551 isRetracted "false" @default.
- W3208764551 magId "3208764551" @default.
- W3208764551 workType "book-chapter" @default.