№ files_lp_4_process_3_133361
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The document provides a comparison of PLS-DA model parameters after applying different preprocessing methods, including various transformations and techniques.
Year:
Not specified
Region / City:
Not specified
Topic:
Preprocessing methods for PLS-DA model
Document Type:
Supplementary material
Organization / Institution:
Not specified
Author:
Not specified
Target Audience:
Researchers in data analysis and preprocessing
Period of Validity:
Not specified
Approval Date:
Not specified
Date of Modifications:
Not specified
Price: 8 / 10 USD
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The product description is provided for reference. Actual content and formatting may differ slightly.
Year:
2026
Field:
Neuroimaging / Cognitive Neuroscience
Document Type:
Supplementary Material
Institution:
University or Research Laboratory (not specified)
Methods:
fMRI preprocessing, longitudinal registration, ROI computation
Software:
SPM12, CAT12, DARTEL
Brain Regions:
PFC-PPC, PFC-BG, frontal pole, anterior cingulate cortex, basal ganglia, inferior frontal junction, dorsolateral prefrontal cortex, ventrolateral prefrontal cortex, superior and inferior parietal lobules
Data Resolution:
2 x 2 x 2 mm³
Smoothing:
8-mm FWHM Gaussian kernel
Masking Threshold:
0.2
Document type:
Supplementary materials
Subject:
Radiomics feature extraction and machine learning model evaluation
Imaging modality:
Computed tomography (CT)
Preprocessing methods:
Intensity normalization, gray-level discretization, Gaussian transform, wavelet transform, voxel resampling
Voxel size:
1×1×1 mm³
Feature selection method:
mRMR algorithm with 1000-fold bootstrap resampling
Dimensionality reduction:
LASSO regression analysis
Model interpretation:
SHAP analysis
Machine learning algorithms:
LR, SVM, RF, ExtraTrees, LightGBM, MLP
Evaluation metrics:
AUC, ACC, SEN, SPE, PPV, NPV
Validation cohorts:
Training set, internal validation, external validation
Variables included:
Intra-radiomics features, Peri-radiomics features, Intra-Peri-radiomics features, body composition indices (VFI, SFI, SMI, IMFI, SMD, VSR, VMR)
Tables:
S1–S4
Figures:
S1–S11
Pagination:
Pages 2–14
Year:
2026
Region / City:
Taigu, Shanxi, China
Subject:
Food science, food processing, rheology
Document Type:
Research article
Institution:
Shanxi Agricultural University
Authors:
Tingting Sun, Huijun Yin, Lijing Yan, Xiaying Hao, Lihong Fu, Yaoxuan Jia, Xiaobin Li
Target Audience:
Food scientists, agricultural engineers
Keywords:
High-voltage pulsed electric field, Sanbai melon juice, rheological properties, fruit and vegetable juice, dynamic viscoelasticity
Abstract:
Study of the effect of high-voltage pulsed electric field pretreatment on the rheological properties of Sanbai melon juice, including shear viscosity and dynamic viscoelasticity.
Methodology:
Experimental analysis with two concentrations of Sanbai melon juice, measuring shear stress, viscosity at different temperatures, and viscoelastic properties.
Document type:
Supplementary materials
Research field:
Cognitive neuroscience
Topic:
Contamination obsessive-compulsive disorder and disgust conditioning
Methods:
fMRI data acquisition and preprocessing; stimulus selection; whole-brain analysis
Imaging modality:
Functional magnetic resonance imaging (fMRI)
MRI scanner:
Siemens Prisma 3.0T
Software:
E-prime 2.0
Stimulus categories:
Death; animals; food; hygiene; body products; envelope violations
Data formats:
DICOM; NIFTI
Preprocessing steps:
Conversion; slice timing correction; head movement correction; spatial segmentation; spatial alignment; spatial smoothing
Statistical analysis:
Whole-brain analysis with FWE correction
Figures:
Fig. S1; Fig. S2; Fig. S3; Fig. S5
Tables:
Table S1; Supplementary Table S2
References cited:
Burns et al. (1996); Foa et al. (2002); Gan et al. (2024); Haberkamp et al. (2017); Olatunji et al. (2007; 2015); Sydeman (2018); Wang et al. (2024)
Year:
2023
Region / City:
N/A
Topic:
MARC to BIBFRAME conversion
Document type:
Process documentation
Organization / Institution:
N/A
Author:
N/A
Target Audience:
Library professionals, cataloging staff
Effective period:
N/A
Approval date:
N/A
Modification date:
N/A
Year:
2017
Region / city:
United States
Topic:
Air technical documents, archives, Japanese military documents
Document type:
Research paper
Author:
Yayoi Tsutsui
Target audience:
Researchers, historians, archivists
Date of approval:
Not specified
Date of changes:
Not specified
Description:
A reference document presenting an overview of the archival research and various sources related to captured Japanese air technical documents, with a focus on the National Air and Space Museum and other archives.
Year:
2007
Region / City:
New Haven, CT
Subject:
Hebrew Bible, Biblical Criticism
Document Type:
Academic CV
Institution:
Yale University
Author:
Joel S. Baden
Target Audience:
Scholars, Academics
Date of Approval:
Not specified
Date of Changes:
Not specified
Year:
20__
Region / City:
Philippines
Subject:
Income Tax Declaration
Document Type:
Legal Declaration
Organization / Institution:
Bureau of Internal Revenue (BIR)
Author:
Individual Taxpayer
Target Audience:
Self-employed individuals, professionals with multiple income payors
Effective Period:
Year ________
Approval Date:
____________________
Amendment Date:
____________________
Year:
2018
Region / city:
San Diego, CA
Subject:
IEEE 802.11 Wireless LANs
Document type:
Technical submission
Organization / institution:
IEEE
Author:
Alfred Asterjadhi, George Cherian, Abhishek Patil
Target audience:
IEEE 802.11 Working Group
Effective period:
N/A
Approval date:
2018-05-01
Revision date:
N/A
Title:
PCT General Power of Attorney (for several international applications filed under the Patent Cooperation Treaty)
Form Number:
PCT/Model of general power of attorney
Legal Basis:
PCT Rule 90.5
Date of Form:
January 2009
Related Treaty:
Patent Cooperation Treaty (PCT)
Type of Document:
General power of attorney form
Purpose:
Appointment of agent or common representative for international patent applications
Appointed Organization:
POTTER CLARKSON
Address:
Chapel Quarter, Mount Street, Nottingham, NG1 6HQ, United Kingdom
Telephone:
+44 (0)115 955 2211
Fax:
+44 (0)115 955 2201
Scope of Representation:
International Searching Authority; International Preliminary Examining Authority; supplementary search Authority; competent Receiving Office
Signatories:
Undersigned applicant(s)
Signature Requirement:
Signature of each appointing person with name and capacity indicated
Language:
English
Perpetual inventory system:
A perpetual inventory system is a system that accounts for movement of inventory continuously and on a real time basis. In a perpetual inventory system, purchases and sales of inventory are recorded as and when they occur. This system involves the use of point-of-sale systems and enterprise resource planning (ERP) systems for inventory management. In perpetual inventory system, the cost of goods sold can be accurately determined at any point of time as purchases and sale of inventory are recorded on a real-time basis. The actual inventory balance is also available in the system at all times. Learners are encouraged to utilize their Grade 11 class work and home work books as they have dealt at length with Inventory Systems.
Note:
CALCULATION OF GROSS PROFIT
Calculation of cost of sales:
Opening stock …………… 480 000 + purchases(net) …………. 370 000 + Carriage on Purchases…. 6 000 + Custom Duties………….. 5 000 – Closing stock …………… (205 000)= Cost of Sales…………… 656 000
Kindly NOTE that:
Inventory refers to the goods meant for sale but are unsold at the end of the financial year (i.e. on hand). In manufacturing, it includes raw materials, semi-finished and finished goods (examiners can easily integrate inventory valuation methods with cost accounting).
Year:
2026
Region / City:
Lexington, NC
Topic:
Roof maintenance and improvements
Document Type:
Request for Proposal (RFP)
Organization / Institution:
Davidson County
Author:
Davidson County Board of Commissioners
Target Audience:
Prospective contractors and service providers
Period of Action:
2026
Approval Date:
Not specified
Amendment Date:
Not specified
Deadline for Questions:
February 14, 2026 at noon
Public Opening Date:
February 18, 2026 at 2:00 p.m.
Mandatory Pre-bid Conference:
February 11, 2026 at 9:00 a.m.
Pre-bid Conference Location:
Support Services Department, 925-A North Main Street, Lexington, NC
Note:
Description
Year:
1992-2003
Region / City:
USA, Canada, South Korea, Italy, France
Topic:
Diagnostic ultrasound, appendicitis
Document type:
Research study
Organization / Institution:
Multiple medical institutions
Author:
Quillin et al., Patriquin et al., Lim et al., Pinto et al., Gutierrez et al., Kessler et al.
Target audience:
Medical professionals, radiologists
Period of validity:
Not specified
Date of approval:
Not specified
Date of changes:
Not specified
Date:
17th April
Theme:
Have Adventures
Activity:
Pirate Fun BadgeMake an eye patchTricky treasure island game (HA UMA) – 20 minutesCoral Reef city (HA UMA) – game – 20 minutes
Resources Needed:
Black paper / picture / elastic
Responsible:
Sarah to bring beanbags and hoops from school and leadVicky – coral reef gameTheresa – eye patch
Saturday 20th April:
Global Fun Day
Note:
Date
24th April (No Vicky)
Sunday 19th May:
Leeds Castle
28th – 30th June:
Circus Camp
Sunday 14th July:
London Adventure Day
Note:
Year
Topic:
Scholarship
Document Type:
Personal Statement
Author:
Autumn Lemke
Target Audience:
Scholarship Committee
Contextual Description:
Personal reflection and gratitude for receiving a scholarship, highlighting family military history and its significance.
Year:
2026
Region / City:
Bronx, NY, U.S.A.
Topic:
Anticancer research, peptides, algae
Document type:
Research article
Author:
Mary Biggs, Ipsita Banerjee
Target audience:
Researchers, biochemists, medical scientists
Period of validity:
N/A
Approval date:
N/A
Date of changes:
N/A
Year:
2007–2020
Region / Country:
United Kingdom
Subject:
Ozone impact on pasture quality and lamb production
Document type:
Research article
Institution:
Centre for Ecology and Hydrology; Ricardo-AEA; University of York; Newcastle University
Authors:
Felicity Hayes, Gina Mills, Laurence Jones, John Abbott, Mike Ashmore, Jeremy Barnes, J Neil Cape, Mhairi Coyle, Simon Peacock, Naomi Rintoul, Sylvia Toet, Kerstin Wedlich, Kirsten Wyness
Keywords:
grazing, air pollution, pasture quality, livestock production, ozone, metabolisable energy, sheep, lambs
Methodology:
Seven ozone exposure experiments across mesotrophic, calcareous, haymeadow, and sanddune unimproved grasslands
Data resolution:
1 km²
Main findings:
Ozone exposure increased fibre and lignin content, reducing metabolisable energy and potentially lowering UK lamb production by ~4% in 2020 compared to 2007
Implications:
Potential economic impact on livestock farming and long-term pasture management considerations