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Multiscale Analysis of Document Corpora Based on ...
IJCAI
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IJCAI
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由 C Wang 著作被引用 25 次 — In this paper, we present a new diffusion model based ap- proach that automatically and efficiently finds multiscale em- beddings of documents in a given corpus ...
Multiscale Analysis of Document Corpora Based on ...
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由 C Wang 著作被引用 25 次 — In this paper, we present a new model (Diffusion model) to automatically find multiscale embeddings of documents in a given corpus. Our method builds on recent ...
Multiscale analysis of document corpora based on diffusion ...
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由 C Wang 著作2009被引用 25 次 — We introduce a nonparametric approach to multiscale analysis of document corpora using a hierarchical matrix analysis framework called diffusion wavelets.
Abstract
IJCAI
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We introduce a nonparametric approach to multiscale analysis of document corpora using a hierarchical matrix analysis framework called diffusion wavelets.
Multiscale Analysis of Data Sets with Diffusion Wavelets ∗†
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multiscale document corpora analysis. 1 Introduction. Efficient approximation and analysis of functions on manifolds and graphs, modeling large data sets (or.
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Multiscale Analysis of Document Corpora Based on Diffusion Models.IJCAI 2009: 1592-1597; 2008. paper. [c5]. A*. Chang Wang, Sridhar Mahadevan Manifold alignment ...
Multiscale analysis on graphs
UCLA
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UCLA
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Diffusion wavelets: can construct multiscale analysis of wavelet-like functions on the set, adapted to the geometry of diffusion, at different time scales ( ...
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Selected Publications of Sridhar Mahadevan (by year)
UMass Amherst
https://people.cs.umass.edu › ~mahadeva
UMass Amherst
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Chang Wang and Sridhar Mahadevan, "Multiscale Analysis of Document Corpora based upon Diffusion Models" , 21st International Joint Conference on Artificial ...
Multi-scale analysis of social network based on diffusion wavelets
infocomm-journal.com
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A new multi-scale framework based on diffusion wavelets was proposed to analyze the homogeneous relationships,which can be used to conduct multi-scale analysis ...
Case Study: Natural Language
Springer
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Springer
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Specifically, we describe a new wavelet-based approach to the problem of learning hierarchical topic models from a given corpora of text documents. We begin ...
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