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Soft Similarity and Soft Cosine Measure: Similarity of Features in Vector Space Model

We show how to consider similarity between features for calculation of similarity of objects in the Vector Space Model (VSM) for machine learning algorithms and other classes of methods that involve similarity between objects. Unlike LSA, we assume that similarity between features is known (say, fro...

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Publicado no:Computación y Sistemas
Main Authors: Grigori Sidorov, Alexander Gelbukh, Helena Gómez-Adorno, David Pinto
Formato: Artigo
Idioma:Inglês
Publicado em: Instituto Politécnico Nacional 2014
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Acesso em linha:https://www.redalyc.org/articulo.oa?id=61532067007
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