clustering is the unsupervised classification of patterns into groups. It groups a set of data in a way that maximizes the similarity within clusters and minimizes the similarity between two different clusters. In thi...
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We propose a novel possibilistic clustering algorithm based on robust modelling of the Generalized Dirichlet (GD) finite mixture. The algorithm generates two types of membership degrees. The first one is a posterior p...
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Hybrid evolutionary algorithms are created by suitably combining the good features of two parent evolutionary algorithms, normally provide better solutions than the individual ones. In this paper we have formulated th...
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clustering various web elements facilitates data analysis, which plays an important role in our day-to-day life. Due to massive use of internet and huge electronic data access, some useful technique is needed for web ...
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Footprints of buildings can provide cues about architectural styles and functional types. Learning such latent thematic information from geometry is relevant for various applications, such as urban planning and map ge...
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Density-based clustering is related to the value space surrounding non-data points with data points. This algorithm uses a multi-resolution grid data structure and uses grid density to form clusters. The density-based...
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Based on the factor space theory, this paper proposes a kind of clustering algorithm-concept clustering algorithm. Choosing the factor with the biggest resolution as the division factor at each step, the initial compl...
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In this paper, we present a technique of definitely addressing the pairwise constraints in the semi-supervised clustering. Our method contributes to formulating the cannot-link relations and propagating them over the ...
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Wireless sensor network (WSN) has increasingly been used for many applications such as building distributed systems, military applications, remote environmental monitoring and target tracking among others. This has be...
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Road accident, traffic jam, and bad traffic conditions are some important issues, which traveler frequently faces, during their road journey. To handle these issues to a great extent and availing other commercial serv...
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