Overview and comparative study of dimensionality reduction techniques for high dimensional data
The recent developments in the modern data collection tools, techniques, and storage
capabilities are leading towards huge volume of data. The dimensions of data indicate the …
capabilities are leading towards huge volume of data. The dimensions of data indicate the …
[HTML][HTML] Review of dimension reduction methods
Purpose: This study sought to review the characteristics, strengths, weaknesses variants,
applications areas and data types applied on the various Dimension Reduction techniques …
applications areas and data types applied on the various Dimension Reduction techniques …
[HTML][HTML] Underutilized Feature Extraction Methods for Burn Severity Map**: A Comprehensive Evaluation
L Nguyen Van, G Lee - Remote Sensing, 2024 - mdpi.com
Wildfires increasingly threaten ecosystems and infrastructure, making accurate burn severity
map** (BSM) essential for effective disaster response and environmental management …
map** (BSM) essential for effective disaster response and environmental management …
MING: An interpretative support method for visual exploration of multidimensional data
Dimensionality reduction enables analysts to perform visual exploration of multidimensional
data with a low-dimensional map retaining as much as possible of the original data …
data with a low-dimensional map retaining as much as possible of the original data …