Matches in SemOpenAlex for { <https://semopenalex.org/work/W2004524256> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2004524256 abstract "Rule discovery is an important classification method that has been attracting a significant amount of researchers in recent years. Rule discovery or rule mining uses a set of IF-THEN rules to classify a class or category. Besides the classical approaches, many rule mining approaches use biologically-inspired algorithms such as evolutionary algorithms and swarm intelligence approaches. In this paper, a Particle Swarm Optimization based discrete implementation with a local search strategy (DPSO-LS) was devised. The local search strategy helps to overcome local optima in order to improve the solution quality. Our DPSO-LS uses the Pittsburgh approach whereby a rule base is used to represent a `particle'. This rule base is evolved over time as to find the best possible classification model. Experimental results reveal that DPSO-LS outperforms other classification methods in most cases based on rule size, TP rates, FP rates, and precision." @default.
- W2004524256 created "2016-06-24" @default.
- W2004524256 creator A5015130765 @default.
- W2004524256 creator A5061975305 @default.
- W2004524256 date "2012-11-01" @default.
- W2004524256 modified "2023-09-26" @default.
- W2004524256 title "Discrete Particle Swarm Optimization with local search strategy for Rule Classification" @default.
- W2004524256 cites W1483015718 @default.
- W2004524256 cites W1670263352 @default.
- W2004524256 cites W1964061843 @default.
- W2004524256 cites W2057764978 @default.
- W2004524256 cites W2109364787 @default.
- W2004524256 cites W2114922831 @default.
- W2004524256 cites W2140785063 @default.
- W2004524256 cites W2143874137 @default.
- W2004524256 cites W2168366203 @default.
- W2004524256 cites W2170683545 @default.
- W2004524256 cites W4236137412 @default.
- W2004524256 cites W4242610568 @default.
- W2004524256 doi "https://doi.org/10.1109/nabic.2012.6402256" @default.
- W2004524256 hasPublicationYear "2012" @default.
- W2004524256 type Work @default.
- W2004524256 sameAs 2004524256 @default.
- W2004524256 citedByCount "8" @default.
- W2004524256 countsByYear W20045242562013 @default.
- W2004524256 countsByYear W20045242562014 @default.
- W2004524256 countsByYear W20045242562015 @default.
- W2004524256 countsByYear W20045242562017 @default.
- W2004524256 countsByYear W20045242562018 @default.
- W2004524256 countsByYear W20045242562022 @default.
- W2004524256 crossrefType "proceedings-article" @default.
- W2004524256 hasAuthorship W2004524256A5015130765 @default.
- W2004524256 hasAuthorship W2004524256A5061975305 @default.
- W2004524256 hasConcept C104317236 @default.
- W2004524256 hasConcept C109718341 @default.
- W2004524256 hasConcept C119487961 @default.
- W2004524256 hasConcept C119857082 @default.
- W2004524256 hasConcept C124101348 @default.
- W2004524256 hasConcept C126255220 @default.
- W2004524256 hasConcept C135320971 @default.
- W2004524256 hasConcept C141934464 @default.
- W2004524256 hasConcept C149271511 @default.
- W2004524256 hasConcept C154945302 @default.
- W2004524256 hasConcept C177264268 @default.
- W2004524256 hasConcept C181335050 @default.
- W2004524256 hasConcept C199360897 @default.
- W2004524256 hasConcept C33923547 @default.
- W2004524256 hasConcept C41008148 @default.
- W2004524256 hasConcept C85617194 @default.
- W2004524256 hasConceptScore W2004524256C104317236 @default.
- W2004524256 hasConceptScore W2004524256C109718341 @default.
- W2004524256 hasConceptScore W2004524256C119487961 @default.
- W2004524256 hasConceptScore W2004524256C119857082 @default.
- W2004524256 hasConceptScore W2004524256C124101348 @default.
- W2004524256 hasConceptScore W2004524256C126255220 @default.
- W2004524256 hasConceptScore W2004524256C135320971 @default.
- W2004524256 hasConceptScore W2004524256C141934464 @default.
- W2004524256 hasConceptScore W2004524256C149271511 @default.
- W2004524256 hasConceptScore W2004524256C154945302 @default.
- W2004524256 hasConceptScore W2004524256C177264268 @default.
- W2004524256 hasConceptScore W2004524256C181335050 @default.
- W2004524256 hasConceptScore W2004524256C199360897 @default.
- W2004524256 hasConceptScore W2004524256C33923547 @default.
- W2004524256 hasConceptScore W2004524256C41008148 @default.
- W2004524256 hasConceptScore W2004524256C85617194 @default.
- W2004524256 hasLocation W20045242561 @default.
- W2004524256 hasOpenAccess W2004524256 @default.
- W2004524256 hasPrimaryLocation W20045242561 @default.
- W2004524256 hasRelatedWork W1996202729 @default.
- W2004524256 hasRelatedWork W2006298973 @default.
- W2004524256 hasRelatedWork W2355612752 @default.
- W2004524256 hasRelatedWork W2365929242 @default.
- W2004524256 hasRelatedWork W2378618411 @default.
- W2004524256 hasRelatedWork W2577658626 @default.
- W2004524256 hasRelatedWork W2586739852 @default.
- W2004524256 hasRelatedWork W2886964859 @default.
- W2004524256 hasRelatedWork W3140154801 @default.
- W2004524256 hasRelatedWork W2187728727 @default.
- W2004524256 isParatext "false" @default.
- W2004524256 isRetracted "false" @default.
- W2004524256 magId "2004524256" @default.
- W2004524256 workType "article" @default.