GitHub

susmitds/MNIST-Digit-Recognition-using-Principal-Component-Analysis-and-Support-Vector-Machines-From-Scratch

In this project, we use have used Principal Component Analysis and Support Vector Machines on MNIST Dataset. The dataset consists of 60, 000 training images and 10, 000 test images. Each image is a 28 ...
Nature

Vector Form Intrinsic Finite Element Method Applications

The Vector Form Intrinsic Finite Element (VFIFE) method represents an advanced computational approach that redefines conventional finite element analysis through an intrinsic, vector‐based formulation ...
GitHub

Analyzing the sentiment of movie reviews using support vector classification, perceptrons, multilayer perceptrons, and principal component analysis.

The model that performed the best in this experiment was the multilayer perceptron (MLP) using the "adam" activation function and no principal component analysis (PCA). Looking closer at each of the ...
Scientific Research Publishing

The Research of the Flow of Bodies with Use of the Vector Form of the Newton’s Law for the Viscous Liquid ()

On the basis of the vector formula of the Newton’s law for a viscous liquid and the integrated vector form of the equation of an impulse for a viscous liquid for resistance and carrying power of a ...
IEEE

Development of a multi-component force measurement platform for vector thrust calibration of aviation engines

Abstract: Compared with the single multi-component sensor, the combined multi-component platform has higher measurement accuracy and smaller coupling error. In this ...