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Document clustering using mixture model of von Mises- … - ‎Anh - 3 個引述

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由 NK Anh 著作2013被引用 3 次 — In this paper, we propose a regularized probabilistic model based on manifold structure for data clustering, called Laplacian regularized vMF Mixture Model ( ...

Document clustering using mixture model of von Mises-Fisher ...

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In this paper, we propose a regularized probabilistic model based on manifold structure for data clustering, called Laplacian regularized vMF Mixture Model ( ...

Document clustering using mixture model of von Mises- ...

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由 NK Anh 著作2013被引用 3 次 — In this paper, we propose a regularized probabilistic model based on manifold structure for data clustering, called Laplacian regular- ized vMF Mixture Model ( ...

Document clustering using mixture model of von Mises-Fisher ...

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Bibliographic details on Document clustering using mixture model of von Mises-Fisher distributions on document manifold.

Document clustering using dirichlet process mixture model of ...

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由 NK Anh 著作2013被引用 8 次 — This paper proposes a Dirichlet process mixture (DPM) model approach to clustering directional data based on the von Mises-Fisher (vMF) distribution, which ...

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The generative model for document clustering based on the von Mises-Fisher (vMF) distribution generally produces better clustering results than other generative ...

Document classification using semi-supervived mixture model ...

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由 NK Anh 著作2013被引用 3 次 — Experimental results show that our approach preserves the best accuracy of purely graph-based transductive methods when the data has "manifold structure".

Von Mises-Fisher Clustering Models

CMU School of Computer Science

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CMU School of Computer Science

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由 S Gopal 著作被引用 162 次 — This paper proposes a suite of models for cluster- ing high-dimensional data on a unit sphere based on von Mises-Fisher (vMF) distribution and for discovering ...

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Nguyen KIM ANH | VNU University of Science, Hanoi | HUST

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This paper proposes a Dirichlet process mixture (DPM) model approach to clustering directional data based on the von Mises-Fisher (vMF) distribution, which ...