Título: A Review on Similarity Measure View Point Oriented Clustering
Autores: Babu, M.Vinaya; M.Tech Student, Dept of CSE, TRR Engineering College, Patancheru, Medak Dist, A.P
Sarma, K.J.; Professor & HOD, Dept of CSE, TRR Engineering, Patancheru, Medak Dist, A.P,
Fecha: 2013-08-07
Publicador: International journal of computer and electronics research
Fuente:
Tipo: Peer-reviewed Article
Tema: Clustering; Feature Extraction; Pattern Recognition; Point Based Multi View; Analysis Based Co Citation; Similarity Measure; Correlates Factor
Descripción: Clustering is one of the important topics related to mining of data. It is an advanced concept of operations based on the morphology. Clustering plays a major role in the recognition of patterns respectively. Cluster is nothing but the group similar elements involved in it. With respect to some of the internal pre defined features the data is divided into clusters. In other words cluster is nothing but an array oriented phenomena respectively. Where followed by the centroid and distance has been measure which works under the cross verification purpose. Where after the implementation of the concept oriented phenomena checking takes place between the data points of the similar group and all must be correlated with each other and are formed into one set which is considered as the cluster. Distance is similar to that of the correlation function respectively which is nothing but the similarity measure. Either explicitly the data similarity has to be measured or in the form of implicit based phenomena. There is a huge difference between the existing method to that of the proposed method where as in the several existing techniques there is no cross checking of the data takes place where as in the present technique correlation based similarity measure has to be maintained respectively and has to be done recursively in each and every data point where testing of the validation has to be done. Therefore finally a comparative analysis has been done between the present and as well as the existing oriented strategy and has to show a major difference between them in terms of the accuracy followed by the efficiency oriented phenomena.
Idioma: Inglés

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