FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2187053493> ?p ?o ?g. }

• W2187053493 abstract "Fuzzy clustering is the combination of clustering and fuzzy set theory. It is useful to handle the problem of determining the vague boundaries of clusters. Fuzzy clustering is better than Crisp clustering when the boundaries between the clusters are vague and ambiguous. In both fuzzy and crisp clustering algorithms there is need and requirement to know the number of potential clusters and/or their initial positions in advance. The existing system identifies the potential clusters in given dataset by itself. It uses the fuzzy rules for identifying the potential clusters. When the multiclass dataset is given as input to the existing system, the number of clusters discovered in the multiclass dataset are less than the classes in it because it forms the two class problem of the given data and applies it as input to genetic algorithm for fuzzy rule generation. The genetic algorithm generates the more general rules. Since each class represent some aspects of that particular class and it can be used to generate the taxonomy, it becomes essential to find optimized clusters. The proposed system identifies the number of clusters which are equal to the number of implicit classes in multi class data. There are three main phases in the proposed system. First, it preprocesses the multi class data. In the second phase, it generates the fuzzy rules with subtractive clustering. The best membership function for multi class data is searched in third phase with the minimum Euclidean norm. The proposed system, then finds the number of clusters in the given dataset with the best membership function and the fuzzy rules generated. The number of clusters is also optimized using the adaptive network based fuzzy inference system. These clusters are discovered without prior knowledge about the number of classes available in the given data. The proposed system can be used to generate the class labels and identify the sub-homogeneous patterns in the given data." @default.
• W2187053493 created "2016-06-24" @default.
• W2187053493 creator A5027077494 @default.
• W2187053493 creator A5028552643 @default.
• W2187053493 creator A5039214028 @default.
• W2187053493 date "2014-01-01" @default.
• W2187053493 modified "2023-09-24" @default.
• W2187053493 title "Improvement in membership function for multiclass clustering with Fuzzy Rule Based Clustering Approach" @default.
• W2187053493 cites W1568822052 @default.
• W2187053493 cites W1570834090 @default.
• W2187053493 cites W1963847195 @default.
• W2187053493 cites W1978380673 @default.
• W2187053493 cites W1990368529 @default.
• W2187053493 cites W1994615541 @default.
• W2187053493 cites W1995450389 @default.
• W2187053493 cites W1996875414 @default.
• W2187053493 cites W2019207321 @default.
• W2187053493 cites W2028297022 @default.
• W2187053493 cites W2036661955 @default.
• W2187053493 cites W2040810017 @default.
• W2187053493 cites W2049680032 @default.
• W2187053493 cites W2051856481 @default.
• W2187053493 cites W2053677366 @default.
• W2187053493 cites W2053811650 @default.
• W2187053493 cites W2127971792 @default.
• W2187053493 cites W2129135389 @default.
• W2187053493 cites W2130022909 @default.
• W2187053493 cites W2131256974 @default.
• W2187053493 cites W2140190241 @default.
• W2187053493 cites W2153233077 @default.
• W2187053493 cites W2155379062 @default.
• W2187053493 cites W2157240557 @default.
• W2187053493 cites W2162430466 @default.
• W2187053493 cites W2167428023 @default.
• W2187053493 cites W2315808942 @default.
• W2187053493 cites W2905471298 @default.
• W2187053493 cites W2912565176 @default.
• W2187053493 cites W2966207845 @default.
• W2187053493 cites W2187973855 @default.
• W2187053493 hasPublicationYear "2014" @default.
• W2187053493 type Work @default.
• W2187053493 sameAs 2187053493 @default.
• W2187053493 citedByCount "1" @default.
• W2187053493 countsByYear W21870534932015 @default.
• W2187053493 crossrefType "journal-article" @default.
• W2187053493 hasAuthorship W2187053493A5027077494 @default.
• W2187053493 hasAuthorship W2187053493A5028552643 @default.
• W2187053493 hasAuthorship W2187053493A5039214028 @default.
• W2187053493 hasConcept C124101348 @default.
• W2187053493 hasConcept C127385683 @default.
• W2187053493 hasConcept C148671577 @default.
• W2187053493 hasConcept C153180895 @default.
• W2187053493 hasConcept C154945302 @default.
• W2187053493 hasConcept C170260401 @default.
• W2187053493 hasConcept C17212007 @default.
• W2187053493 hasConcept C1883856 @default.
• W2187053493 hasConcept C27964816 @default.
• W2187053493 hasConcept C33704608 @default.
• W2187053493 hasConcept C33923547 @default.
• W2187053493 hasConcept C41008148 @default.
• W2187053493 hasConcept C42011625 @default.
• W2187053493 hasConcept C5263885 @default.
• W2187053493 hasConcept C58166 @default.
• W2187053493 hasConcept C73555534 @default.
• W2187053493 hasConcept C94641424 @default.
• W2187053493 hasConceptScore W2187053493C124101348 @default.
• W2187053493 hasConceptScore W2187053493C127385683 @default.
• W2187053493 hasConceptScore W2187053493C148671577 @default.
• W2187053493 hasConceptScore W2187053493C153180895 @default.
• W2187053493 hasConceptScore W2187053493C154945302 @default.
• W2187053493 hasConceptScore W2187053493C170260401 @default.
• W2187053493 hasConceptScore W2187053493C17212007 @default.
• W2187053493 hasConceptScore W2187053493C1883856 @default.
• W2187053493 hasConceptScore W2187053493C27964816 @default.
• W2187053493 hasConceptScore W2187053493C33704608 @default.
• W2187053493 hasConceptScore W2187053493C33923547 @default.
• W2187053493 hasConceptScore W2187053493C41008148 @default.
• W2187053493 hasConceptScore W2187053493C42011625 @default.
• W2187053493 hasConceptScore W2187053493C5263885 @default.
• W2187053493 hasConceptScore W2187053493C58166 @default.
• W2187053493 hasConceptScore W2187053493C73555534 @default.
• W2187053493 hasConceptScore W2187053493C94641424 @default.
• W2187053493 hasLocation W21870534931 @default.
• W2187053493 hasOpenAccess W2187053493 @default.
• W2187053493 hasPrimaryLocation W21870534931 @default.
• W2187053493 hasRelatedWork W133798088 @default.
• W2187053493 hasRelatedWork W1501899813 @default.
• W2187053493 hasRelatedWork W1656304274 @default.
• W2187053493 hasRelatedWork W1863678861 @default.
• W2187053493 hasRelatedWork W1933738851 @default.
• W2187053493 hasRelatedWork W1952993614 @default.
• W2187053493 hasRelatedWork W1996874122 @default.
• W2187053493 hasRelatedWork W2060090806 @default.
• W2187053493 hasRelatedWork W2126158122 @default.
• W2187053493 hasRelatedWork W2137539323 @default.
• W2187053493 hasRelatedWork W2141666516 @default.
• W2187053493 hasRelatedWork W2184831247 @default.
• W2187053493 hasRelatedWork W2187786553 @default.
• W2187053493 hasRelatedWork W2339856704 @default.
• W2187053493 hasRelatedWork W2504268877 @default.

• next