Matches in SemOpenAlex for { <https://semopenalex.org/work/W2110752309> ?p ?o ?g. }
- W2110752309 abstract "Some popular algorithms used in Music Information Retrieval (MIR) such as Self-Organizing Maps (SOMs) require the objects they process to be represented as vectors, i.e. elements of a vector space. This is a rather severe restriction and if the data does not adhere to it, some means of vectorization is required. As a common practice, the full distance matrix is computed and each row of the matrix interpreted as an artificial feature vector. This paper empirically investigates the impact of this transformation. Further, an alternative approach for vectorization based on Multidimensional Scaling is proposed that is able to better preserve the actual distance relations of the objects which is essential for obtaining a good retrieval performance." @default.
- W2110752309 created "2016-06-24" @default.
- W2110752309 creator A5034558147 @default.
- W2110752309 creator A5075663234 @default.
- W2110752309 date "2011-07-01" @default.
- W2110752309 modified "2023-09-24" @default.
- W2110752309 title "Analyzing the impact of data vectorization on distance relations" @default.
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- W2110752309 doi "https://doi.org/10.1109/icme.2011.6012134" @default.
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