Výsledky vyhľadávania - "Minimum spanning tree-based clustering algorithms"

Minimum Spanning Tree Based Clustering Algorithms Autor Grygorash, O., Yan Zhou, Jorgensen, Z.

“… In this paper, we propose two minimum spanning tree based clustering algorithms. The first algorithm produces a k-partition of a set of points for any given k…”
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Enhancing minimum spanning tree-based clustering by removing density-based outliers Autor Wang, Xiaochun, Wang, Xia Li, Chen, Cong, Wilkes, D. Mitchell

“…Traditional minimum spanning tree-based clustering algorithms only make use of information about edges contained in the tree to partition a data set…”
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Fast approximate minimum spanning tree based clustering algorithm Autor Jothi, R., Mohanty, Sraban Kumar, Ojha, Aparajita

“…•A fast approximate minimum tree based clustering algorithm is proposed.•A novel centroid based nearest neighbor rule is presented.•Much faster as compared to…”
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A Divide-and-Conquer Approach for Minimum Spanning Tree-Based Clustering Autor Xiaochun Wang, Xiali Wang, Wilkes, D.M.

“…Due to their ability to detect clusters with irregular boundaries, minimum spanning tree-based clustering algorithms have been widely used in practice…”
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An efficient minimum spanning tree based clustering algorithm Autor Jana, P.K., Naik, A.

“…Clustering analysis has been an emerging research issue in data mining due its variety of applications. In the recent years, it has become an essential tool…”
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A minimum spanning tree based clustering algorithm for high throughput biological data Autor Pirim, Harun

“…A new minimum spanning tree (MST) based heuristic for clustering biological data is proposed. The heuristic uses MSTs to generate initial solutions and applies…”
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An improved parallel minimum spanning tree based clustering algorithm for microarrays data analysis Autor Elsayad, D., Khalifa, A., Khalifs, Mohammed Essam, El-Horbaty, El-Saved

“…Solving duster identification problem on large amount of data is known to be time consuming. Almost au the state of art clustering techniques focuses on…”
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A New Fast Minimum Spanning Tree-Based Clustering Technique Autor Xiaochun Wang, Wang, Xia L., Jihua Zhu

“…Due to its important applications in data mining, many techniques have been developed for clustering. For today's real-world databases which typically have…”
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Graph-based biomedical text summarization: An itemset mining and sentence clustering approach Autor Nasr Azadani, Mozhgan, Ghadiri, Nasser, Davoodijam, Ensieh

“…[Display omitted] •A biomedical text summarization is proposed, which uses concept-level analysis.•Frequent itemset mining is combined with graph…”
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Minimum spanning tree based clustering for outlier detection Autor Peter, S. John

“… Minimum spanning tree based clustering algorithm is capable of detecting clusters with irregular boundaries…”
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A novel dynamic minimum spanning tree based clustering method for image mining Autor Peter, S. John

“…Image mining is more than just an extension of data mining to image domain. Image mining is a technique commonly used to extract knowledge directly from image…”
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Meta clusters through minimum spanning tree based clustering for performance analysis of students Autor Karthikeyan, T., Peter, S. John, Chidambaranathan, S.

“… Minimum Spanning Tree based clustering algorithm is capable of detecting clusters with irregular boundaries…”
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Minimum Spanning Tree-Resembling algorithm for Clusters, Outliers and Hubs Autor Peter, S. John

“… In this paper we present a new algorithm MSTRCOH similar to Minimum Spanning Tree based clustering algorithm…”
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Structural similarity micro clustering algorithm for local outliers and hubs using dynamic minimum spanning tree Autor Peter, S. John

“… Minimum spanning tree based clustering algorithm is capable of detecting clusters with irregular boundaries…”
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An integrated approach for local outlier detection using dynamic minimum spanning tree Autor Peter, S. John, Victor, S. P.

“… Minimum spanning tree based clustering algorithm is capable of detecting clusters with irregular boundaries…”
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Structural similarity clustering for detection of outliers and hubs using minimum spanning tree Autor Peter, S. John

“… A number of clustering algorithms exist that can solve the problem of clustering. Minimum spanning tree based clustering algorithm is capable of detecting clusters with irregular boundaries…”
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A Novel Algorithm for Informative Meta Similarity Clusters Using Minimum Spanning Tree Autor Peter, S John, Victor, S P

“… In this paper we propose two minimum spanning trees based clustering algorithm. The first algorithm produces k clusters with center and guaranteed intra-cluster similarity…”
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