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Analisis Componente Principal
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27 documents available in our comprehensive collection of Analisis Componente Principal resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Upper Limb Synergies (08720217.pdf)
1.34 MBEN 10 pages
Researchers propose a novel approach, Repeated-Principal Component Analysis (R-PCA), to describe human upper limb trajectories and investigate time-invariance
PCA in Horticulture (article-p334.pdf)
168 KBEN 5 pages
Horticultural researchers often measure complex traits, which are composites of individual traits that vary together in response to treatments or evolutionary...
Business Cycles Analysis (GLO-DP-0735.pdf)
613 KBEN 19 pages
Researchers analyze sales behavior and its relationship with local market conditions, such as labor market indicators, using a time series principal component
Artykuł (PDF) (pdf-151147-76654)
791 KBEN 9 pages
The study examines the hydrochemical characteristics of groundwater in the Sahel sub-catchment of Algeria using multivariate statistical techniques, including...
Zaxinone Effects (42003_2021_2740_MOESM1_ESM.pdf)
2.22 MBEN 21 pages
Researchers investigated the growth-promoting effect of zaxinone in rice using multi-omics approaches, treating plants with 5 µM zaxinone or 0.1% acetone as...
Web Archive Capture PDF (541.3 kB) (19.pdf)
528 KBEN 5 pages
A spectrophotometric method was developed and validated for determining Posaconazole in pharmaceutical formulations using a Quality by Design (QbD) approach.
Sparse ML Methods (44-conference-cidu2011-dashlink.pdf)
5.26 MBEN 15 pages
Sparse machine learning methods can be used to understand large text corpora by providing interpretable models with low computational cost.
Face Enhancement Technique (2017123112.pdf)
1.14 MBEN 10 pages
A hybrid face image contrast enhancement technique is proposed to improve face recognition accuracy by enhancing illumination-affected face images.
Matrix Decomposition (2316.pdf)
320 KBEN 24 pages
Matrix decomposition problem involves recovering sparse and low-rank components from a given matrix, with applications in model and system identification,...
their 2003 paper (MM03.pdf)
222 KBEN 23 pages
McIntyre and McKitrick's analysis of Mann et al.'s (1998) proxy data base and Northern Hemisphere average temperature series reveals errors and defects,...
Studio di Settore VG36U (Nota_tecnica_VG36U.pdf)
911 KBIT 107 pages
L'applicazione dello studio di settore attribuisce ai contribuenti un "ricavo potenziale" stimato considerando variabili contabili e strutturali, per valutare...
Article (PDF, 4439 KB) (hess-17-119-2013.pdf)
4.33 MBEN 16 pages
Streamflow droughts in the Iberian Peninsula between 1945 and 2005 were analyzed for spatial and temporal patterns.
Alopecurus Classification (agrarszemle_2011_001_suppl_449-454.pdf)
109 KBEN 6 pages
Alopecurus pratensis L. genotypes are classified based on quantitative characters. Research was conducted in Simişoara conditions. The study aims to improve forage crop production.
https://www.cropj.com/fassio_14_6_2020_1011_1018.pdf (fassio_14_6_2020_1011_1018.pdf)
1.18 MBEN 9 pages
The study evaluated the influence of wet and dry post-harvest processing on beverage quality and sensory profile of 49 Coffea arabica accessions from the...
Cancer Cohort Stratification & PCA (13073_2018_607_MOESM2_ESM.pdf)
449 KBEN 4 pages
Cancer cases from the DCEG Familial Exome cohort (red, n = 1388) and cancer-free controls (blue, n = 1001) were analyzed. After filtering, there were 995 cases and 1339 controls.
Supplementary Material (Wang_F2-NeRF_Fast_Neural_CVPR_2023_supplemental.pdf)
861 KBEN 6 pages
F2-NeRF is a method for fast neural radiance field training with free camera trajectories.
Green Version (hess-23-2041-2019.pdf)
7.09 MBEN 23 pages
Understanding the hydrological and hydrochemical functioning of glacierized catchments requires knowledge of controlling factors and their interplay.
EGU2016-6692 (EGU2016-6692.pdf)
35 KBEN 1 page
An inversion method retrieves soil moisture information from satellite altimetry observations, addressing the terrestrial water cycle and interactions between...
Data Mining Fundamentals (Lecture_15_MLandDMintro_03_09_2015.pdf)
49 KBEN 3 pages
Machine learning and data mining are two subfields of computer science that find patterns in data.
They use methods from statistics to analyze and visualize data.
The goal is to learn from data and make predictions or classifications.
Data-driven modelling: an integrative approach for various application areas (program.pdf)
14 KBEN 3 pages
Prof. Johan Suykens presents an integrative approach to data-driven modelling, focusing on advanced black-box techniques for diverse applications. The lecture covers challenges and future directions in high-dimensional data analysis, with a specific emphasis on Support Vector...
Scheda insegnamento (LMG_01_23.24_CUOCCIO_INFORMATICA-E-STATISTICA_7CFU.pdf)
183 KBIT 2 pages
A.A.
Independent Component Analysis as a Preprocessing step for Data Compression of Neonatal EEG (Bogdan_Mijovic_IEEE_EMBC.pdf)
385 KBEN 5 pages
Independent Component Analysis (ICA) is used as a preprocessing step to compress neonatal EEG data, reducing reconstruction time by 33%-50% and enhancing compression rates by 33%. This method assumes the EEG data is a linear mixture of few source signals that are nearly-sparse...
F-キット ラフィノース 製品カタログ (raffinose.pdf)
171 KBPT 1 page
F-Kit Raffinose é um kit de ensaio enzimático para medir a rafinose em alimentos e amostras em geral por meio de espectrofotometria UV.
A new method for hybrid-fuzzy identification (11_009.pdf)
315 KBEN 7 pages
This technical report from Delft University of Technology's Delft Center for Systems and Control presents a novel method for hybrid-fuzzy identification, offering an advanced approach to system modeling and control using fuzzy logic. Published in the 18th IFAC World Congress,...
Deep Learning and Kernel Machines: RBMs, Deep BMs, RKMs, and Generative Models for Explainable AI (deeplearn2.pdf)
841 KBEN 55 pages
Deep Learning and Kernel Machines by Johan Suykens introduces Restricted Boltzmann Machines (RBMs), Deep Boltzmann Machines (Deep BMs), Restricted Kernel Machines (RKMs), and Generative kernel PCA, focusing on explainable AI through generative models like RBMs, GANs, and deep...
Copy Move Forgery (12622cseij09.pdf)
207 KBEN 14 pages
Copy move forgery detection approaches focus on identifying tampered images. Techniques involve analyzing image inconsistencies. Digital image authenticity is verified.
Gearless Power Transmission Mechanism Using L-Shape Rod: A Review (design-fabrication--analysis-of-a-gearless-power-transmission-mechanism-for-skew-shafts.pdf)
309 KBEN 4 pages
The article introduces a gearless transmission mechanism designed to enhance efficiency and transmit power without the need for costly gear manufacturing, offering a significant advantage in various engineering applications. This innovative approach aims to replace geared...
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