JSTOR Daily

Compressor fault diagnosis system based on PCA-PSO-LSSVM algorithm

On the basis of the principal components analysis-particle swarm optimization-least squares support vector machine (PCA-PSO-LSSVM) algorithm, a fault diagnosis system is proposed for the compressor ...
IEEE

PCA Dimensionality Reduction Algorithm Based on Ordered Pair of Normalized Real Numbers

Abstract: This paper presents a PCA (Principal Component Analysis) data dimensionality reduction algorithm based on OPNs (Ordered Pair of Normalized Real Numbers), referred to as OPNs-PCA. This ...
GitHub

ColaCrypto/Face-Recognition-with-PCA-and-PyTorch

This project provides a comprehensive, from-scratch implementation of the classic Eigenfaces method for face recognition, combining Principal Component Analysis (PCA) for dimensionality reduction with ...
GitHub

End-to-end quantum algorithms for tensor problems

テンソルPCAやplanted kXORを含む、テンソル問題のための包括的なend-to-endの量子アルゴリズムを提案。古典手法よりも超2次的な量子高速化の可能性を示した。10^23FLOPSを要する問題でも、900論理 ...