Near-Infrared Spectroscopy-Based Discriminant Analysis for the Classification of Coffee Quality in Dry Parchment and Green Coffee. [PDF]
This study evaluates the potential of near-infrared spectroscopy (NIRS) combined with discriminant analysis to classify coffee quality based on sensory defects in dry parchment coffee (DPC) and green coffee.
Gómez CR, Ortiz A, Osorio Pérez V.
europepmc +2 more sources
Application of multivariate discriminant analysis for differentiation between Saudi sheep (Ovis aries) breeds based on physical and histochemical meat characteristics [PDF]
Background and Aim: The multivariate discriminant (MVD) analysis was a successful statistical tool with a discriminatory capacity for tracing sheep breeds based on meat characteristics. Thus, this study aimed to identify three Saudi sheep breeds based on
Gamaleldin M. Suliman +6 more
doaj +1 more source
On the Implicit Equation of Conics and Quadrics Offsets
A new determinantal representation for the implicit equation of offsets to conics and quadrics is derived. It is simple, free of extraneous components and provides a very compact expanded form, these representations being very useful when dealing with ...
Jorge Caravantes +3 more
doaj +1 more source
The article presents a classification methodology of regional development in Romania (41 counties and Bucharest) using a set of data registered in 2019 by the National Institute of Statistics.
Ana Maria Mihaela Iordache +2 more
doaj +1 more source
PENDEKATAN ANALISIS DISKRIMINAN PADA PEMBELAJARAN DARING DI MASA PANDEMI COVID-19
Online learning is solution that implemented in the midst of the COVID-19 pandemic. Since COVID-19 pandemic, the learning process at UMSIDA used 100% online learning with UMSIDA e-learning media.It can accommodate students to carry out distance learning.
Cindy Cahyaning Astuti +2 more
doaj +1 more source
High-Dimensional Separability for One- and Few-Shot Learning
This work is driven by a practical question: corrections of Artificial Intelligence (AI) errors. These corrections should be quick and non-iterative. To solve this problem without modification of a legacy AI system, we propose special ‘external’ devices,
Alexander N. Gorban +4 more
doaj +1 more source
High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality
High-dimensional data and high-dimensional representations of reality are inherent features of modern Artificial Intelligence systems and applications of machine learning.
Alexander N. Gorban +2 more
doaj +1 more source
Staircase Macdonald polynomials and the $q$-Discriminant [PDF]
We prove that a $q$-deformation $\mathfrak{D}_k(\mathbb{X};q)$ of the powers of the discriminant is equal, up to a normalization, to a specialization of a Macdonald polynomial indexed by a staircase partition. We investigate the expansion of $\mathfrak{D}
Adrien Boussicault, Jean-Gabriel Luque
doaj +1 more source
Informative pedagogic control indicators of 14-15 years age girls’ motor fitness
Purpose: to determine informative indicators for in-group and intra-group control of 14-15 years age girls’ motor fitness. Material: in the research 99 girls participted: 14 years old (n=38), 15 years old (n=61).
O.V. Ivashchenko, O.O. Kapkan
doaj +1 more source
Discriminant Enhanced Sparse Subspace Clustering [PDF]
The Sparse Relation Representation(SRR) algorithm shows good clustering performance.It uses the neighborhood relation between a data sample and other samples as new features to learn the self-representation coefficient, which is then used to construct ...
HU Huiqi, ZHANG Weiqiang, XU Chen
doaj +1 more source

