№ files_lp_4_process_3_111246
File format: docx
Character count: 103489
File size: 3755 KB
The document presents a novel weight initialization method for artificial neural networks (ANNs) applied to univariate time series forecasting, proposing a data-driven approach based on kernel density estimators to optimize performance.
Year:
2022
Region / City:
Mugla, Turkey
Topic:
Artificial Neural Networks, Time Series Forecasting, Machine Learning
Document Type:
Research Paper
Organization / Institution:
Mugla Sitki Kocman University, Department of Statistics
Author:
Cagatay BAL, Serdar DEMIR
Target Audience:
Researchers, Machine Learning Practitioners, Academics
Period of Validity:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Price: 8 / 10 USD
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The product description is provided for reference. Actual content and formatting may differ slightly.
Year:
2022
Organization:
University College London (UCL)
Document type:
Instructional guide
Target audience:
UCL employees considering voluntary resignation
Relevant roles:
Academic and non-academic staff
Required information:
Annual salary, London allowance, FTE, date of birth, continuous service date, proposed leave date
Calculation method:
Step-by-step instructions with examples
Notice period:
Grade-specific guidance
Payment details:
Estimated final payment based on inputs
Reference:
UCL MyHR portal and payslips
Year:
Not specified
Region / city:
Not specified
Subject:
Factors associated with BASFI improvement
Document type:
Research table
Organization / institution:
Not specified
Author:
Not specified
Target audience:
Researchers, clinicians
Period of validity:
Not specified
Approval date:
Not specified
Date of changes:
Not specified
Type of document:
Supplementary material
Content:
Report on missing data and regression analyses
Study focus:
Health economic evaluation (total societal costs and QALYs)
Outcome variables:
Missing societal costs at 1-year follow-up; Missing QALYs at 1-year follow-up
Statistical methods:
Univariate binary logistic regression; Odds Ratios (OR); 95% confidence intervals
Baseline measures:
EQ-5D; PHQ-9; GAD-7; SSS-8
Setting:
General practice
Study centers:
HD; HH; JE; MU; TÜ
Follow-up period:
1-year follow-up
Population characteristics:
Sociodemographic, clinical and risk factor variables
Variables analyzed:
General Practice ID; health status; mental health indicators; treatment type; diagnosis; education; employment; substance use; reproductive status
Year:
2011-2019
Region / city:
Not specified
Subject:
Medical research, Serum magnesium levels
Document type:
Research table
Institution:
Not specified
Author:
Not specified
Target audience:
Researchers, Medical professionals
Period of action:
Not specified
Approval date:
Not specified
Modification date:
Not specified
Context:
The document presents the results of a univariate Cox regression analysis related to serum magnesium levels and in-hospital mortality.
Year:
2023
Region / City:
Not specified
Topic:
Medical research
Document type:
Research article
Institution:
Not specified
Author:
Not specified
Target audience:
Medical professionals, researchers
Period of validity:
Not specified
Date of approval:
Not specified
Date of changes:
Not specified
Year:
Not specified
Region / City:
Not specified
Topic:
Risk factors in postoperative coagulopathic state
Document type:
Research analysis
Organization / Institution:
Not specified
Author:
Not specified
Target audience:
Medical professionals
Period of validity:
Not specified
Date of approval:
Not specified
Date of amendments:
Not specified
Year:
2026
Region / City:
China
Topic:
Head and Neck Squamous Cell Carcinoma (HNSCC)
Document Type:
Supplementary Table
Institution:
Clinical Research Center
Author:
Not specified
Sample Size:
267 patients
Parameters Analyzed:
Tumor NAT10 IHC, Age, Gender, Tumor Site, Smoking, Alcohol, Stage, HPV status, Tumor Grade, Tumor Type
Study Design:
Univariate survival analysis
Outcome Measure:
Overall Survival (OS) in days
Statistical Metrics:
Median Survival Time (MST), Hazard Ratio (HR), 95% Confidence Interval (CI), P value
Year:
Not specified
Region / City:
Not specified
Subject:
Medical Research
Document Type:
Research Table
Institution:
Not specified
Author:
Not specified
Target Audience:
Medical Researchers, Healthcare Professionals
Period of Validity:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
2025
Region / City:
USA
Theme:
Kernel System, Software Maintenance
Document Type:
Technical Manual
Organization / Institution:
Department of Veterans Affairs (VA), Office of Information and Technology (OIT), Product Delivery Service (PDS)
Author:
VASS Development Team
Target Audience:
Veterans Affairs IT Staff, System Administrators
Period of validity:
2025-2026
Approval Date:
July 2025
Date of Changes:
Various revision dates throughout 2025
Year:
2017
Region / City:
United States
Topic:
Kernel Patch Documentation, Healthcare Provider Data Management
Document Type:
User Guide, Patch Supplement
Organization / Institution:
Department of Veterans Affairs (VA), Office of Information and Technology (OIT), Enterprise Program Management Office (EPMO)
Author:
VA Technical Writer, REDACTED
Target Audience:
VA personnel, technical staff
Effective Period:
N/A
Approval Date:
December 2017
Revision Date:
Multiple (see revision history)
Kernel 8.0 Developer’s Guide: Operating System (OS) Interface Developer Tools User Guide August 2025
Year:
2025
Region / City:
United States
Topic:
Operating System Interface, Kernel Developer Tools
Document Type:
Developer’s Guide
Agency / Institution:
Department of Veterans Affairs (VA)
Author:
VistA Application Shared Services (VASS) Development Team
Target Audience:
Developers
Period of Validity:
Not specified
Approval Date:
August 2025
Date of Changes:
Not specified
Year:
2025
Region / City:
United States
Theme:
Address Hygiene, Developer Tools
Document Type:
User Guide
Organization / Institution:
Department of Veterans Affairs (VA)
Author:
VistA Application Shared Services (VASS) Development Team
Target Audience:
Developers
Effective Period:
August 2025
Approval Date:
08/28/2025
Revision Date:
N/A
Software Versions:
Kernel 8.0, Toolkit 7.3
Patch History:
For current patch history, see the Patch Module on FORUM.
Note:
Contextual Description
Year:
2025
Note:
Region / City
Subject:
Software Documentation
Document Type:
User Guide
Organization / Institution:
Department of Veterans Affairs (VA), Office of Information and Technology (OIT)
Author:
VistA Application Shared Services (VASS) Development Team
Target Audience:
Developers
Context:
A user guide for developers on the Kernel 8.0 and Kernel Toolkit 7.3, detailing API functions and usage examples for the VA system.
Year:
1994
Region / City:
Salt Lake City, Utah
Topic:
Technical manual, protocols
Document Type:
Technical Manual
Organization / Institution:
Department of Veterans Affairs, Office of Information and Technology (OI&T)
Author:
Infrastructure Technical Writer, Oakland OIFO
Target Audience:
DHCP developers, IRM personnel at VAMCs
Period of Validity:
From 1994
Approval Date:
1994
Date of Changes:
February 2015
Year:
2025
Region / City:
United States
Topic:
Software Development Tools
Document Type:
User Guide
Organization:
Department of Veterans Affairs (VA)
Author:
VistA Application Shared Services (VASS) Development Team
Target Audience:
Developers
Active Period:
From August 2025
Approval Date:
08/28/2025
Revision History:
1.0
Patch Revisions:
See Patch Module on FORUM
Year:
2015
Region / City:
Gadag, Karnataka, India
Document Type:
Invitation for Quotations
Organization:
Department of Horticulture, Government of Karnataka
Project:
Karnataka Watershed Development Project – II (KWDP-II, Sujala-III)
Project Officer:
Department of Horticulture, Horticulture Training Center, Gadag
Credit Number:
5087-IN
IFQ Number:
PO/GDG/Sujala-3/ADH-1/05/2015-16
Submission Deadline:
13-10-2015
Opening Date:
15-10-2015
Subject:
Supply of Neem Kernel Cake (as per ISI standards)
Procurement Method:
E-procurement via http://eproc.karnataka.gov.in
Bid Requirements:
Digital signature Level III, bid security, processing fee
Year:
2022
Region / city:
East African Community
Theme:
Food standards
Document type:
Standard
Body/organization:
East African Community
Author:
East African Standards Committee
Target audience:
Manufacturers, producers, regulatory bodies
Period of validity:
Not specified
Approval date:
Not specified
Date of amendments:
Not specified