Regularized multidimensional scaling with radial basis functions
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Publication:747026
DOI10.3934/jimo.2016.12.543zbMath1327.62376OpenAlexW2552980669MaRDI QIDQ747026
Publication date: 22 October 2015
Published in: Journal of Industrial and Management Optimization (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.3934/jimo.2016.12.543
regularizationradial basis functionsupport vector machineiterative majorizationmulti-dimensional scaling
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Convex programming (90C25) Pattern recognition, speech recognition (68T10)
Related Items (2)
Supervised distance preserving projection using alternating direction method of multipliers ⋮ Discriminant analysis of regularized multidimensional scaling
Cites Work
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- Computing the nearest Euclidean distance matrix with low embedding dimensions
- The additive constant problem in multidimensional scaling
- The analytical solution of the additive constant problem
- Convex multi-task feature learning
- On regularisation parameter transformation of support vector machines
- A new method on gene selection for tissue classification
- Spline function smooth support vector machine for classification
- A new solution to the additive constant problem in metric multidimensional scaling
- Modern multidimensional scaling. Theory and applications.
- Optimal parameter selection in support vector machines
- Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
- An Alternating Projection Algorithm for Computing the Nearest Euclidean Distance Matrix
- The Dissimilarity Representation for Pattern Recognition
- A Lagrangian Dual Approach to the Single-Source Localization Problem
- A Semismooth Newton Method for the Nearest Euclidean Distance Matrix Problem
- A convex quadratic semi-definite programming approach to the partial additive constant problem in multidimensional scaling
- Some distance properties of latent root and vector methods used in multivariate analysis
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