Matches in SemOpenAlex for { <https://semopenalex.org/work/W2900006911> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2900006911 endingPage "487" @default.
- W2900006911 startingPage "476" @default.
- W2900006911 abstract "In recent times, a density peaks based clustering algorithm (DPC) that published in Science was proposed in June 2014. By using a decision graph and finding out cluster centers from the graph can quickly get the clustering results, easy and efficient. While, in terms of local density measurement, DPC does not adopt uniform density metrics. Instead, uses different local density metrics according to the dataset size. In addition, when the size is small, the subjective choice of the cutoff distance dc has a greater impact on the clustering results. In order to make up for the defects of DPC and improve the performance of this algorithm, we propose a fuzzy density peaks clustering algorithm based on improved DNA genetic algorithm and K-nearest neighbors (named as FDPC+IDNA). On one hand, FDPC+IDNA uses fuzzy neighborhood relation to unify the local density metric which combines the high efficiency of DPC algorithm with the robustness of fuzzy theory. On the other hand, we introduce the idea of K-nearest neighbors and an improved DNA genetic algorithm to compute the global parameter dc that improves the shortcomings of empirical judgment. Experiments on synthetic and real-world datasets demonstrate that the proposed clustering algorithm outperforms DPC, DBSCAN and K-Means." @default.
- W2900006911 created "2018-11-16" @default.
- W2900006911 creator A5029006172 @default.
- W2900006911 creator A5073290661 @default.
- W2900006911 date "2018-01-01" @default.
- W2900006911 modified "2023-09-25" @default.
- W2900006911 title "A Fuzzy Density Peaks Clustering Algorithm Based on Improved DNA Genetic Algorithm and K-Nearest Neighbors" @default.
- W2900006911 cites W1557446688 @default.
- W2900006911 cites W1559579542 @default.
- W2900006911 cites W1971022913 @default.
- W2900006911 cites W1977312644 @default.
- W2900006911 cites W1987995612 @default.
- W2900006911 cites W1990790167 @default.
- W2900006911 cites W2008286666 @default.
- W2900006911 cites W2057992256 @default.
- W2900006911 cites W2070349304 @default.
- W2900006911 cites W2111875105 @default.
- W2900006911 cites W2147985011 @default.
- W2900006911 cites W2163013527 @default.
- W2900006911 cites W2165831857 @default.
- W2900006911 cites W2165835468 @default.
- W2900006911 cites W2221284309 @default.
- W2900006911 cites W2268194897 @default.
- W2900006911 cites W2293435807 @default.
- W2900006911 cites W2301695553 @default.
- W2900006911 cites W2346812035 @default.
- W2900006911 cites W2507499466 @default.
- W2900006911 cites W2508414719 @default.
- W2900006911 cites W2576886106 @default.
- W2900006911 cites W2586696502 @default.
- W2900006911 cites W2734337707 @default.
- W2900006911 doi "https://doi.org/10.1007/978-3-030-02698-1_42" @default.
- W2900006911 hasPublicationYear "2018" @default.
- W2900006911 type Work @default.
- W2900006911 sameAs 2900006911 @default.
- W2900006911 citedByCount "2" @default.
- W2900006911 countsByYear W29000069112021 @default.
- W2900006911 countsByYear W29000069112023 @default.
- W2900006911 crossrefType "book-chapter" @default.
- W2900006911 hasAuthorship W2900006911A5029006172 @default.
- W2900006911 hasAuthorship W2900006911A5073290661 @default.
- W2900006911 hasConcept C104047586 @default.
- W2900006911 hasConcept C104317684 @default.
- W2900006911 hasConcept C11413529 @default.
- W2900006911 hasConcept C124101348 @default.
- W2900006911 hasConcept C153180895 @default.
- W2900006911 hasConcept C154945302 @default.
- W2900006911 hasConcept C162324750 @default.
- W2900006911 hasConcept C17212007 @default.
- W2900006911 hasConcept C176217482 @default.
- W2900006911 hasConcept C185592680 @default.
- W2900006911 hasConcept C21547014 @default.
- W2900006911 hasConcept C33704608 @default.
- W2900006911 hasConcept C41008148 @default.
- W2900006911 hasConcept C46576248 @default.
- W2900006911 hasConcept C55493867 @default.
- W2900006911 hasConcept C58166 @default.
- W2900006911 hasConcept C63479239 @default.
- W2900006911 hasConcept C73555534 @default.
- W2900006911 hasConcept C94641424 @default.
- W2900006911 hasConceptScore W2900006911C104047586 @default.
- W2900006911 hasConceptScore W2900006911C104317684 @default.
- W2900006911 hasConceptScore W2900006911C11413529 @default.
- W2900006911 hasConceptScore W2900006911C124101348 @default.
- W2900006911 hasConceptScore W2900006911C153180895 @default.
- W2900006911 hasConceptScore W2900006911C154945302 @default.
- W2900006911 hasConceptScore W2900006911C162324750 @default.
- W2900006911 hasConceptScore W2900006911C17212007 @default.
- W2900006911 hasConceptScore W2900006911C176217482 @default.
- W2900006911 hasConceptScore W2900006911C185592680 @default.
- W2900006911 hasConceptScore W2900006911C21547014 @default.
- W2900006911 hasConceptScore W2900006911C33704608 @default.
- W2900006911 hasConceptScore W2900006911C41008148 @default.
- W2900006911 hasConceptScore W2900006911C46576248 @default.
- W2900006911 hasConceptScore W2900006911C55493867 @default.
- W2900006911 hasConceptScore W2900006911C58166 @default.
- W2900006911 hasConceptScore W2900006911C63479239 @default.
- W2900006911 hasConceptScore W2900006911C73555534 @default.
- W2900006911 hasConceptScore W2900006911C94641424 @default.
- W2900006911 hasLocation W29000069111 @default.
- W2900006911 hasOpenAccess W2900006911 @default.
- W2900006911 hasPrimaryLocation W29000069111 @default.
- W2900006911 hasRelatedWork W2054669762 @default.
- W2900006911 hasRelatedWork W2163563073 @default.
- W2900006911 hasRelatedWork W2165695836 @default.
- W2900006911 hasRelatedWork W2181939267 @default.
- W2900006911 hasRelatedWork W2394193399 @default.
- W2900006911 hasRelatedWork W2809859387 @default.
- W2900006911 hasRelatedWork W2998469710 @default.
- W2900006911 hasRelatedWork W3046546608 @default.
- W2900006911 hasRelatedWork W3168768270 @default.
- W2900006911 hasRelatedWork W4210871448 @default.
- W2900006911 isParatext "false" @default.
- W2900006911 isRetracted "false" @default.
- W2900006911 magId "2900006911" @default.
- W2900006911 workType "book-chapter" @default.