Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385831936> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4385831936 abstract "The detection of outliers and boundary points is a popular, valuable and interesting topic under any method, and often more important than normal points in some practical usage scenarios. Hyber Granular-Balls(GBs,This is what we will call it in the following) are a robust, scalable, adaptive class of spheres suitable for many frontier scenarios with applications ranging from astronomy to bioinformatics and pattern recognition. Currently, recognition methods based on correlation information from individual data are a common technique for outlier detection. In granular computing, efficiency and robustness to noise are proportional to the size of the granularity. Inspired by the idea of granularity computing, this paper uses GBs with multiple granularities instead of single data to obtain coarse-grained outlier features. Based on the structure and information of the GBs, we propose an adaptive coarse-grained outlier detection method: by detecting the number of points inside the GBs, the overlap, and the change in the neighbourhood relationship of each GB, we are able to produce effective detection identification of outliers. We have demonstrated the effectiveness of the GB method in several papers, and experimental results on synthetic and real datasets can also show that the method outperforms existing methods." @default.
- W4385831936 created "2023-08-16" @default.
- W4385831936 creator A5003986313 @default.
- W4385831936 creator A5029959059 @default.
- W4385831936 creator A5036608458 @default.
- W4385831936 creator A5065691097 @default.
- W4385831936 date "2023-05-12" @default.
- W4385831936 modified "2023-10-17" @default.
- W4385831936 title "Granular-Ball Clustering Based Neighbourhood Outliers Detection Method" @default.
- W4385831936 cites W1584412742 @default.
- W4385831936 cites W1944649467 @default.
- W4385831936 cites W1970541710 @default.
- W4385831936 cites W1986332411 @default.
- W4385831936 cites W2019014808 @default.
- W4385831936 cites W2061122559 @default.
- W4385831936 cites W2073004525 @default.
- W4385831936 cites W2083603092 @default.
- W4385831936 cites W2098920923 @default.
- W4385831936 cites W2117839996 @default.
- W4385831936 cites W2122646361 @default.
- W4385831936 cites W2131132457 @default.
- W4385831936 cites W2143386126 @default.
- W4385831936 cites W2282861635 @default.
- W4385831936 cites W2296719434 @default.
- W4385831936 cites W2517153650 @default.
- W4385831936 cites W2624238479 @default.
- W4385831936 cites W2760451156 @default.
- W4385831936 cites W2901393925 @default.
- W4385831936 cites W2906890643 @default.
- W4385831936 cites W2908436867 @default.
- W4385831936 cites W2962217429 @default.
- W4385831936 cites W2994497769 @default.
- W4385831936 cites W3004481906 @default.
- W4385831936 cites W4211139099 @default.
- W4385831936 cites W4253461361 @default.
- W4385831936 cites W4254182148 @default.
- W4385831936 cites W4282980030 @default.
- W4385831936 cites W4378744869 @default.
- W4385831936 doi "https://doi.org/10.1109/icet58434.2023.10211865" @default.
- W4385831936 hasPublicationYear "2023" @default.
- W4385831936 type Work @default.
- W4385831936 citedByCount "0" @default.
- W4385831936 crossrefType "proceedings-article" @default.
- W4385831936 hasAuthorship W4385831936A5003986313 @default.
- W4385831936 hasAuthorship W4385831936A5029959059 @default.
- W4385831936 hasAuthorship W4385831936A5036608458 @default.
- W4385831936 hasAuthorship W4385831936A5065691097 @default.
- W4385831936 hasConcept C104317684 @default.
- W4385831936 hasConcept C111012933 @default.
- W4385831936 hasConcept C111919701 @default.
- W4385831936 hasConcept C124101348 @default.
- W4385831936 hasConcept C153180895 @default.
- W4385831936 hasConcept C154945302 @default.
- W4385831936 hasConcept C17209119 @default.
- W4385831936 hasConcept C177774035 @default.
- W4385831936 hasConcept C185592680 @default.
- W4385831936 hasConcept C41008148 @default.
- W4385831936 hasConcept C48044578 @default.
- W4385831936 hasConcept C55493867 @default.
- W4385831936 hasConcept C63479239 @default.
- W4385831936 hasConcept C73555534 @default.
- W4385831936 hasConcept C739882 @default.
- W4385831936 hasConcept C77088390 @default.
- W4385831936 hasConcept C79337645 @default.
- W4385831936 hasConceptScore W4385831936C104317684 @default.
- W4385831936 hasConceptScore W4385831936C111012933 @default.
- W4385831936 hasConceptScore W4385831936C111919701 @default.
- W4385831936 hasConceptScore W4385831936C124101348 @default.
- W4385831936 hasConceptScore W4385831936C153180895 @default.
- W4385831936 hasConceptScore W4385831936C154945302 @default.
- W4385831936 hasConceptScore W4385831936C17209119 @default.
- W4385831936 hasConceptScore W4385831936C177774035 @default.
- W4385831936 hasConceptScore W4385831936C185592680 @default.
- W4385831936 hasConceptScore W4385831936C41008148 @default.
- W4385831936 hasConceptScore W4385831936C48044578 @default.
- W4385831936 hasConceptScore W4385831936C55493867 @default.
- W4385831936 hasConceptScore W4385831936C63479239 @default.
- W4385831936 hasConceptScore W4385831936C73555534 @default.
- W4385831936 hasConceptScore W4385831936C739882 @default.
- W4385831936 hasConceptScore W4385831936C77088390 @default.
- W4385831936 hasConceptScore W4385831936C79337645 @default.
- W4385831936 hasFunder F4320321001 @default.
- W4385831936 hasLocation W43858319361 @default.
- W4385831936 hasOpenAccess W4385831936 @default.
- W4385831936 hasPrimaryLocation W43858319361 @default.
- W4385831936 hasRelatedWork W2013421631 @default.
- W4385831936 hasRelatedWork W2087815680 @default.
- W4385831936 hasRelatedWork W2089260879 @default.
- W4385831936 hasRelatedWork W2264129129 @default.
- W4385831936 hasRelatedWork W2282249876 @default.
- W4385831936 hasRelatedWork W2370907186 @default.
- W4385831936 hasRelatedWork W2534449155 @default.
- W4385831936 hasRelatedWork W2765911721 @default.
- W4385831936 hasRelatedWork W3091858790 @default.
- W4385831936 hasRelatedWork W4239687749 @default.
- W4385831936 isParatext "false" @default.
- W4385831936 isRetracted "false" @default.
- W4385831936 workType "article" @default.