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Combining Feature Extraction Methods and Categorical Boosting to Discriminate the Lettuce Storage Time Using Near-Infrared Spectroscopy

Foods
Lettuce is a kind of nutritious leafy vegetable. The lettuce storage time has a significant impact on its nutrition and taste. Therefore, to classify lettuce samples with different storage times accurately and non-destructively, this study built ...
Xuan Zhou, Xiaohong Wu, Zhihang Cao, Bin Wu +3 more
doaj +1 more source

A linear discriminant analysis model of imbalanced associative learning in the mushroom body compartment. [PDF]

PLoS Comput Biol, 2023
Lipshutz D +3 more
europepmc +1 more source

Wine Tourism as a Catalyst for Sustainable Performance: The Mediating Role of Corporate Legitimacy and Green Innovation

Agribusiness, EarlyView.
ABSTRACT This study aims to explore the influence of Wine Tourism (WT) on the Sustainable Performance (SP) of wineries in Spain. It particularly investigates how Corporate Social Legitimacy (CSL) and Green Innovation (GI) may act as intermediary factors in this relationship.
Javier Martínez‐Falcó +3 more
wiley +1 more source

Linear discriminant analysis of phenotypic data for classifying autism spectrum disorder by diagnosis and sex. [PDF]

Front Neurosci, 2022
Jacokes Z +16 more
europepmc +1 more source

Fisher's linear discriminant analysis and linear discriminant analysis (LDA) are powerful methods in multivariate data analysis. Recently, a method called “uncorrelated linear discriminant analysis (ULDA)” has attracted attention in the chemometrics ...

core +1 more source

Mapping the Innovation DNA of Agribusiness Firms: A Multi‐Method Analysis of Strategic Capabilities and Performance

Agribusiness, EarlyView.
ABSTRACT Innovation is essential for competitiveness in agribusiness facing dynamic environments. This study examines how market orientation, marketing, relational, and social capabilities influence innovation performance. Using data from 751 Spanish firms and a multi‐method approach that integrates Structural Equation Modeling (PLS‐SEM), Necessary ...
Beatriz Corchuelo Martínez‐Azúa, Alvaro Dias +1 more
wiley +1 more source

A method for identifying moonlighting proteins based on linear discriminant analysis and bagging-SVM. [PDF]

Front Genet, 2022
Chen Y, Li S, Guo J.
europepmc +1 more source

ANALISIS DISKRIMINAN LINIER DAN KUADRATIK (Linear and Quadratic Discriminant Analysis) [PDF]

, 2014
A classification and grouping object into groups based on several factors often approached with diskriminan analysis. Process of grouping of discriminant analysis by build discriminant function of each group and count discriminant score of each ...
Puphus Inda Wati +2 more
core

Protection Motivation Theory and Farmers' Participation in Futures Markets: Evidence From Germany

Agribusiness, EarlyView.
ABSTRACT This study examines why German farmers show limited adoption of commodity futures contracts despite substantial price volatility, applying Protection Motivation Theory (PMT) to understand the cognitive processes driving participation decisions in futures markets. Survey data from 303 German farmers collected in 2024 were analyzed using Partial
Hendrik Wever, Marius Michels, Oliver Musshoff +2 more
wiley +1 more source

Near-infrared spectroscopy combined with fuzzy fast pseudoinverse linear discriminant analysis to discriminate mee tea grades

Heliyon
Mee tea, one of the major types of green tea in China, is often used for export because of its elegant appearance, high fragrance and strong taste. However, the quality of tea differs greatly due to the difference in raw material selection and production
Bin Wu +5 more
doaj +1 more source

classification
discriminant analysis
face recognition

pattern recognition, speech recognition
lda
fos: computer and information sciences

feature extraction
near-infrared spectroscopy
robustness