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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Veröffentlicht in:Computación y Sistemas
Hauptverfasser: Grigori Sidorov, Alexander Gelbukh, Helena Gómez-Adorno, David Pinto
Format: Artigo
Sprache:Inglês
Veröffentlicht: Instituto Politécnico Nacional 2014
Schlagworte:
Computación
grams
syntactic n
Soft similarity
vector space model
Online Zugang:https://www.redalyc.org/articulo.oa?id=61532067007
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