Volume 21 Issue 2
Published: 2024-12-01
Contents
Research Paper
Application of MANOVA and Hotelling's T square on Academic Performance of University Students Based on Mode of Entry
Adebayo. O. P, Ogunjimi . O. A, Ahmed. I
The study aimed to investigate the relationship between students' entry mode into the University of Ilorin and their academic performance. Two faculties, Education and Physical Science, were...
DOI: 10.33899/iqjoss.2024.185231
Adaptive Lad Lasso, Split Regularized Regression and DLasso: Simulation Study of Variable Selection
Hussein A. Hashem
In this paper, we compare three different main methods for selecting variables for linear regression models: Adaptive Lad Lasso, Split Regularized Regression (SRR) and DLasso (AIC, GIC, BIC, CGV)....
DOI: 10.33899/iqjoss.2024.185232
Innovative Cloud Security Solutions: Hybrid RNN and CNN Models for Intrusion Detection
Ahmed Akber Mohamed
Cloud computing infrastructures have moved to the very heart of global business operations, which also places them in prime position for numerous advanced cyber threat challengers. This makes...
DOI: 10.33899/iqjoss.2024.185233
Designing SDN Approach Using WebRTC for Low Bandwidth Over Data Communication
Manhal Mohamad Basher
The network must choose the best route from a list of options to support Quality of Service (QoS) for engaging real-time video applications like video conferencing and remote learning. Other...
DOI: 10.33899/iqjoss.2024.185238
Employing Intelligent Methods to Estimate the Parameters of the Proposed Generalized Goel Process.
Muthanna Subhi Sulaiman
This paper will present the Goel distribution as the occurrence rate of the non-homogeneous Poisson process (NHPP) to improve its occurrence rate, it is proposed to be called the Generalized Goel...
DOI: 10.33899/iqjoss.2024.185239
CUSUM Control Chart for Symlets Wavelet to Monitor Production Process Quality.
Duaa Faiz Abdullah Faiz Abdullah, Jwana Rostom Qadir, Diyar Lazgeen Ramadhan, Taha H Ali
In this paper, it was proposed to create a new chart that represents the Symlets wavelet chart with orders of (1, 2, and 3) to obtain discrete wavelet transformation maximum overall coefficients,...
DOI: 10.33899/iqjoss.2024.185240
Bayesian Estimation of TLR distribution under Sq and E linex loss function with Application Data
Hind Adil Qasab bashi, hayfa Abd Al-jawad jawad
Is this paper we study statistical properties of TLR .distribution. Bayesian technique is used to estimate the parameters of distribution under Sq and Elinex loss functions. The shape parameter of...
DOI: 10.33899/iqjoss.2024.185241
Improved Ratio-Cum Regression Estimator Using Two Auxiliary Variables In Single Phase Sampling
Peter Ndubisi Madu, Timothy O. Olatayo, Peter I. Ogunyinka, Emmanuel A. Ayanlowo, Akinwumi, S. Odeyemi
Auxiliary information has been confirmed to enhance precision in the estimators of ratio, regression and product respectively. Many cases of improved mixed estimators in single phase sampling have...
DOI: 10.33899/iqjoss.2024.185243
Modeling and analyzing banana prices in the city of Mosul using the ARFIMA model “Predictive Market Study
Rehab Talal Ahmed, Omar Salim Salim
Abstract: This study examined the use of ARFIMA models to forecast imported banana prices in the city of Mosul, based on data obtained from the Directorate of Agriculture in Nineveh for the period...
DOI: 10.33899/iqjoss.2024.185244
Artificial Intelligence Algorithms and their Role in Assessing the Financial Health of Municipalities in Algeria based on the Logistic Regression Model,
Charif, Aicha Salah
Using a binomial logistic regression model, through this paper we attempt to study the relationship between the state of financial health of municipalities in Algeria, based on the wealth index, in...
DOI: 10.33899/iqjoss.2024.185245
Using Hybrid Regression Tree and ARIMA Model with Wavelet Transforms for Evaporation Time Series Forecasting
Zinah Mudher ALbazzaz, Naam Salem Fadhil
Forecasting accuracy of evaporation time series is an importance to control environmental impacts, damages, and risks affecting especially plant life and growth, and thus that impact on human and...
DOI: 10.33899/iqjoss.2024.185246
Partial Least Squares Structural Equation Modelling To Determine The Effect Of Some Selected Factors On Business Performance
Adebayo. O. P, Ahmed. I I, Okafor S.C, Maijamaa B
Partial Least Squares Structural Equation Modeling (PLS-SEM) has gained popularity as a method for estimating (complex) path models with latent variables and their relationships. In a research...
DOI: 10.33899/iqjoss.2024.185247
Flexible Parametric Survival Model for Analysing Censored Time-To-Event Data Among Tuberculosis Patients.
Azeez A Adeboye, Osuji G Geogeleen, Alakija A Temitope, Odeyemi O Akinwumi, Mutambayi Ruffin, Madu P Peter
Tuberculosis (TB) is a globally deadly infectious disease responsible for 10 million new cases and 1.5 million deaths annually. Shorter TB treatment regimens show promise in reducing this problem,...
DOI: 10.33899/iqjoss.2024.185256
Article
Use Maximum Likelihood Method to Estimate the Non-normal Complete Randomized Design .
Omar Ramzi Jasim, Sarmad Abdulkhaleq Salih
In this paper, a complete randomized design (CRD) was used in case the number of replicates of the experiment was equal and only one observation was recorded and on the assumption that the...
DOI: 10.33899/iqjoss.2024.185242
Review Paper
Mining Streaming Database: A Review
Azhar Muhammed Salih, Ammar Thaher Yaseen Al Abd Alazeez
Background: Tuberculosis (TB) is a globally deadly infectious disease responsible for 10 million new cases and 1.5 million deaths annually. Shorter TB treatment regimens show promise in reducing...
DOI: 10.33899/iqjoss.2024.185248
Principles of Requirements Management and Analysis for Supporting Software Engineering Development: A Literature Review.
Ashraf AL thanoon, Atica M Altaie, Rasha Gh. Alsarraj
Requirements management and analysis principles for software engineering projects are of enormous importance in the development of software systems. This article concentrates on examining the...
DOI: 10.33899/iqjoss.2024.185257