Deep Learning with Yacine on MSN

Visualizing high-dimensional data using PCA in Scikit-Learn

Simplify complex datasets using Principal Component Analysis (PCA) in Python. Great for dimensionality reduction and ...
Frontiers

Dimension reduction and entropy-based hyperspectral image visualization using hue, saturation, and brightness

Hyperspectral imaging (HSI) captures rich spectral data across hundreds of contiguous bands for diverse applications. Dimension reduction (DR) techniques are commonly used to map the first three ...
IEEE

Knowledge Learning-Based Dimensionality Reduction for Solving Large-Scale Sparse Multiobjective Optimization Problems

Abstract: Large-scale sparse multiobjective optimization problems (LSMOPs) are of great significance in the context of practical applications, such as critical node detection, feature selection, and ...
GitHub

citlag/unsupervised_cell_clustering

This is an agile repository to perform cell unsupervised clustering using Hibou-L model to extract the cell embeddings. Each embedding has a size of 1024 for which dimensionality reductions is also ...
tech2geek

Scikit-learn: The Essential Machine Learning Library for Python

If you’re learning machine learning with Python, chances are you’ll come across Scikit-learn. Often described as “Machine Learning in Python,” Scikit-learn is one of the most widely used open-source ...
IEEE

CNN-Based Classification of Cardiovascular Disease: A Hyperparameter Optimization and Dimensionality Reduction Approach

Abstract: This work presents a comprehensive two-stage model that integrates structured clinical datasets and electrocardiogram (ECG) data to predict Cardiovascular disease (CVD) with greater ...
Reuters

Mexico plans gradual reduction to 40-hour work week by 2030

MEXICO CITY, May 1 (Reuters) - Mexico's government will gradually reduce the standard work week to 40 hours, Labor and Social Security Minister Marath Bolanos said on Thursday, in a move expected to ...
Frontiers

Interpretability study of earthquake-induced landslide susceptibility combining dimensionality reduction and clustering

1 Electric Power Research Institute of State Grid Sichuan Electric Power Company, Chengdu, China 2 Power Internet of Things Key Laboratory of Sichuan Province, Chengdu, China An earthquake of ...
C&EN

Dimensionality Reduction Expands the Frontiers of Lanthanide Luminescence Thermometry Beyond Single-Parametric Thermal Sensing

Department of Chemistry and Biochemistry, School of Sciences and Technology, São Paulo State University (UNESP), Presidente Prudente 19060-900, Brazil Institute of Biosciences, Humanities and Exact ...
Scientific Research Publishing

Wang, J. (2012) Geometric Structure of High-Dimensional Data and Dimensionality Reduction. Higher Education Press.

ABSTRACT: In this paper, the Isometric Mapping (ISOMAP) algorithm is applied to recognize oracle bone inscription images. First, the sample set undergoes denoising and size normalization as ...
The White House

COMMENCING THE REDUCTION OF THE FEDERAL BUREAUCRACY

(iv) the United States Institute of Peace. (b) Within 14 days of the date of this order, the head of each unnecessary governmental entity listed in subsection (a) of this section shall submit a report ...