Search Results for author: Katherine C. Kempfert

Found 2 papers, 1 papers with code

A Comparison Study on Nonlinear Dimension Reduction Methods with Kernel Variations: Visualization, Optimization and Classification

no code implementations4 Oct 2019 Katherine C. Kempfert, Yishi Wang, Cuixian Chen, Samuel W. K. Wong

Because of high dimensionality, correlation among covariates, and noise contained in data, dimension reduction (DR) techniques are often employed to the application of machine learning algorithms.

Classification Dimensionality Reduction +3

Where Does Haydn End and Mozart Begin? Composer Classification of String Quartets

1 code implementation13 Sep 2018 Katherine C. Kempfert, Samuel W. K. Wong

Several of these proposed summary features are found to be important for distinguishing between Haydn and Mozart string quartets.

Applications

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