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Investigation of correlation between chemical composition and properties of biodiesel using principal component analysis (PCA) and artificial neural network (ANN)

, 2021
Biodiesel will provide a significant renewable energy source for transportation in the near future. In the present study, principal component analysis (PCA) has been used to understand the relationship between important properties of biodiesel and its ...
M. Jahirul   +7 more
semanticscholar   +1 more source

Analysis of flavor substances changes during fermentation of Chinese spicy cabbage based on GC-IMS and PCA.

Food Research International
This study employed a combination of principal component analysis (PCA) and gas chromatography-ion mobility spectrometry (GC-IMS) to examine the distinctive taste mixtures produced by Chinese spicy cabbage (CSC) fermented at varying temperatures.
Wenkui Guo   +8 more
semanticscholar   +1 more source

PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification

IETE Technical Review, 2020
The hyperspectral remote sensing images (HSIs) are acquired to encompass the essential information of land objects through contiguous narrow spectral wavelength bands.
Md. Palash Uddin   +2 more
semanticscholar   +1 more source

An improved breast cancer disease prediction system using ML and PCA

Multimedia tools and applications, 2023
Sara Laghmati   +4 more
semanticscholar   +1 more source

Optimization of management zone delineation by using spatial principal components

Computers and Electronics in Agriculture, 2016
Alan Gavioli   +4 more
semanticscholar   +1 more source

sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm

Journal of Bionic Engineering, 2022
Meng Zhu   +5 more
semanticscholar   +1 more source

Comparison of three methods for delineating management zones for site-specific crop management

Computers and Electronics in Agriculture, 2017
A. Gili   +3 more
semanticscholar   +1 more source

Multivariate analysis of the spatial patterns of 8 trace elements using the French soil monitoring network data.

Science of the Total Environment, 2009
N. Saby   +6 more
semanticscholar   +1 more source

Wind turbine fault diagnosis based on ReliefF-PCA and DNN

Expert systems with applications, 2021
X. Wen, Ziang Xu
semanticscholar   +1 more source

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