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Chapter and Conference Paper
Comparative Analysis Between Embedded-Spaces-Based and Kernel-Based Approaches for Interactive Data Representation
This work presents a comparative analysis between the linear combination of em-bedded spaces resulting from two approaches: (1) The application of dimensional reduction methods (DR) in their standard implement...
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Chapter and Conference Paper
Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model
This work presents an improved interactive data visualization interface based on a mixture of the outcomes of dimensionality reduction (DR) methods. Broadly, it works as follows: The user can input the mixture...
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Chapter and Conference Paper
Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations
This work describes a new model for interactive data visualization followed from a dimensionality-reduction (DR)-based approach. Particularly, the mixture of the resulting spaces of DR methods is considered, w...
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Chapter and Conference Paper
Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations
This work presents a new interactive data visualization approach based on mixture of the outcomes of dimensionality reduction (DR) methods. Such a mixture is a weighted sum, whose weighting factors are defined...
