Publications

Journal Papers 

Comparison Markov Chain and Neural Network Models for forecasting  Population growth data in Iraq

SHM Mohammad Mahmood Faqe Hussein , Azad Abdalla Saeed

University of Kirkuk Journal For Administrative and Economic Science / 2023

An application of Wavelet Markov Chains Model to Study Earthquake Occurrence

MMFH Ayad O. Hamdin*

Tikrit Journal of Administrative and Economic Sciences 61 (19), 334-353 / 2023

Comparison of Time Series Models before and after Using Wavelet Shrinkage Filtering to Forecast the Amount of Natural Gas in Iraq

MMF Hussein

Cihan University-Erbil Scientific Journal 6 (1), 32-46/ 2022

Forecasting Life-Expectancy in Iraq During the Period (2022-2035) Using Fuzzy Markov Chain

APDMMF Assist. Prof. Dr. Akhterkhan Saber Hamad, Assist. Lect. Soran Husen Journal of Business Economics for Applied Research 5 (3), 347-372/2023

Predicting Number of People Living with Chronic HCV Using Gray-Weighted Markov Chain Model (GW-MCM)

MMF Hussein

University of Kirkuk Journal For Administrative and Economic Science/2023

Diagnosing Anaemia Disease using Partial Least Square (PLS) Models and Support Vector Machines (SVM)

ALSH Mohamad, APDMMF Hussein

Kurdistani Journal of Strategic Studies 2 (4), 157-173/2024

Use K-Means Cluster Analysis to Study the Classification Of Some Water Factories, According To Some Specifications On The Cover Of The Bottle

MMFH AS Hamad

IOSR Journal of Engineering (IOSRJEN) 2 (8), 37-29/2012

Constructing a Multilevel Modeling to High-Resolution CT (HRCT) Lung in Patients with COVID-19 Infection

DAWR Mohammad Mahmood Faqe Hussein

Iraqi Journal of Statistical Science 19, 117-137 /2022

A study on atmospheric pressure in krg using spatial regression (SAR and SEM)

SA Rahim, MMF Hussein

Qalaai Zanist Scientific Journal 5 (4), 917-950/2020

Using Artificial Neural Networks and SPI Measure Techniques to Forecast the Risk of Drought in Iraq and Its Impact on Environment

RAA Nader, AJM Karim, MMF Hussien

Journal of University of Human Development 4 (2), 69-77/ 2018

Use Proportional Hazards Regression Method To Analyze The Survival of Patients with Cancer Stomach At A Hiwa Hospital /Sulaimaniyah

MMF Hussein

International Journal of Scientific and Statistical Computing (IJSSC)/2014

Machine Learning Approaches to Classify and Predict Congenital Jaundice

BHQ Dr.Mohammad Mahmood Faqe Hussein, Soran Husen Mohamad

KHAZAYIN OF ECONOMICAND ADMINISTRATIVE SCIENCES 1 (2), 52-64/ 2024

Forecasting Price of Crude Oil Using the Weight Markov Chain (WMC) and ARIMA Model Techniques

MMF Hussein

Al-Ghary Journal of Economic and Administrative Sciences 20 (2), 65-42 2024

Modeling and Analysis of Daily Temperature using Logistic Regression and Markov Chain

MMF Hussein, SM Salh, AS Hamad

5th International Conference on Accounting, Business, Economics and Politics / 2024

Apply Parametric Shared Frailty Models to Colorectal Cancer Patients

MMF Hevi J. Hameed

Cihan University-Erbil Scientific Journal (CUESJ) 6 (2), 119-124/2022

Diagnosing the Causes of Car Accidents in the Garmian Region Using Multinomial Logistic Regression Model

F HUSSEIN, M MOHAMAD

The Iraqi Journal of Humanitarian, Social and Scientific Research 4, 68-82/2022

A Particle Swarm Optimization Approach to Fine-Tuning Machine Learning Models for Diabetes Prediction

SM Rahman, MMF Hussien

Khazayin of Economic and Administrative Sciences, 121-136/ 2025

A COMPARATIVE ANALYSIS OF DE-FUZZIFICATION TECHNIQUES FOR SURVIVAL TIME DATA IN WEIBULL DISTRIBUTION

NRAMMF Hussein

University of Kirkuk Journal For Administrative and Economic Science /2025

Comparative Analysis of Beta Regression Models (BRM) with Different Link Function Using Real and Simulation Data: Identifying the Optimal Model

AS Hamad, MMF Hussein

Journal For Administrative and Economic Science 15 (2), 394-404/2025

Impact of Data Fuzzification Feedforward Neural Network Performance: A Comparative application

MMFH Gashaw Qadir Muhammad

University of Kirkuk Journal For Administrative and Economic Science /2025

A Comparison of Elman Neural Network Performance Before and After Using Wavelet Transform

APDMMFH Hawnaz Hassan Sdiq

Al-Ghary Journal of Economic and Administrative Sciences 21 (1), 491-526/ 2025

Variable Selection in Poisson Regression Model using Golden Jackal Optimization Algorithm

ZYA Didar Abdal Wafaa Rashid Aziz,Mohammad Mahmood Faqe Hussein

Al-Furat Journal of Innovations in Management Science 1 (1), 12-25/2025

A Hybrid Fuzzy-Markov Chain Model with Weights and its Application in Prediction Fertility Rate in Iraq

APDMMF Husein

گۆڤاری کوردستانیی بۆ لێکۆڵیینەوەی ستراتیجیی‎/ 2024

Estimate the Parameters of the Bootstrap Grey Model GM (1,1) and use them in the Hybrid Grey Markov Chain Model

MMF Hussein

University of Kirkuk Journal for Administrative and Economic Science /2024

Forecasting Cotton Production in Iraq during the years (1960-2022) using Markov Chain Approach and Holt-Winter Method

MMFH Heshu Othman Faqe, Ayad Otham Hamdin

Tikrit Journal of Administrative and Economic Sciences 20 (Part(2)/66), 333-319/ 2024

Using Random forest algorithm to classify Iron anaemia unspecified and coagulation defect unspecified diseases

MM Faqe, SN Mohammad, KM Hassan/2024

HEART FAILURE PATIENTS ARE CLASSIFIED USING THE RANDOM FOREST AND NAÏVE BAYES ALGORITHMS

BRK ,Dr.Sozan Sabir Haider, Dr. Mohammad Mahmood Faqe

JOURNAL OF NORTHEASTERN UNIVERSITY 26 (2), 273-288/ 2023

Forecasting Sales by Applying the Markov Improve Chain

SNMA Mohammad Mahmood Faqe, Kosar Mahmood Hassan

AL-Anbar University journal of Economic and Administration Sciences /2023

Estimate Parametric Regression Models Depend on (Time-To-Event) Survival Time Distributions with Application

دانا طه محمد صالح, سميرة محمد صالح محمد, محمد محمود فقی‎

Iraqi Journal for Administrative Sciences 18 (74), 270-290/ 2022

A comparison between robust and quantile regression model use the medical data

MM Faqe, SH Mohammad

Sulaimani Journal for Humanities 22 (3), 723-740/ 2021

Applying Structural Equation Modelling to Suggested Statistics and Information Outcomes-Attitudes Model: A Case of Sulaimani University Statistics and Information Students.

SM Wstabdullah, MM Faqe

Journal of Kirkuk University for Administrative & Economic Sciences 11 (1)/2021

Classifying Patients with Myocardial Infarction and Heart Failure by Using SVM and KNN Learning Techniques.

بديعة رحمن خليل, محمد محمود فقي, سوزان صابر حيدر‎

Journal of Administration & Economics/ 2020

Classification types of milk by components using C-Mean clustering technique

DMM Faqe

TEST Engineering & Management 83 (0193), 3099 - 3118/ 2020

Using the gray model technique to study the monthly consumption of electrical power in the city of Sulaymaniyah

د.اخترخان صابر حمد ، د.محمد محمود فقى حسين ، م.اياد عثمان حمدين‎

المؤتمر الدولي العلمي السادس 2 (المؤتمر الدولي العلمي السادس), 2018

Use the Markov chains to evaluate and predict the Probabilistic Waiting Time for Asia Cell Customers Company for the period (1/9/2014 to 1/6/2015)

MMF Aras j. M., Renas Abu baker N.

journal of kirkuk University For Administrative and Economic Sciences /2018

التنبؤ بوفيات حوادث السيارات باستخدام تقنيتي الانحدار الذاتي المعمم المشروط (GARCH) والشبكات العصبية (ANN)‎

أ.د. منعم عزيز محمد * أ.م. د. محمد محمود فقي ** م.د. اخترخان صابر حمد***‎

المؤتمر الدولي العلمي الخامس للاحصائيين العرب ( القاهرة – جمهورية مصر …‎/ 2016

Use the time-series models to predict the numbers of children with Respiratory Infections Streams (RIS) in the governorate of Sulaymaniyah

محمد محمود فقى حسين, اخترخان صابر حمد‎

University of Kirkuk Journal For Administrative and Economic Science /2015

Applying the Path Analysis Method to determine the significance of input parameters on the output of Derbendikhan power station

RA Saeed, MM Faqe, FM Khoshnaw

WIT Transactions on Ecology and the Environment /2007

Forecasting Elements for an Acre of Crops (Wheat, Barley and Rice) In Suleimanyah Governorate from 2002 to 2010

MM Hussain, AS Ismail

TANMIYAT AL-RAFIDAIN 27 (80), 121-138/ 2005

• استخدام نماذج السلاسل الزمنية للتنبؤ باعداد الاطفال المصابين بالالتهابات مجاري التنفسية في محافظة السليمانية ، منشور في مجلة كلية الادارة و الاقتصاد ، جامعة كركوك / 2015

• اتجاهات التطور الديموعرافي للسكان و التنمية بين الحضر و الريف ) دراسة مقارنة (، منشور في وقائع مؤتمر الاحصائيين العرب  الرابع / بغداد/ 2013

• . دور المعلومات المحاسبية في التنبؤ بالمبيعات / طبقت في معمل الاسمنت طاسلوجة / مؤتمر كلية التقنية /2005

• منشور في وقائع مؤتمر الاحصائيين العرب  الخامس / القاهرة / 2016 التنبؤ بوفيات حوادث السيارات باستخدام تقنيتي الانحدار الذاتي المعمم المشروط و الشبكات العصبية

• -دراسة استطلاعية للتعامل السليم مع البيئة و امكانية الاستخدام الامثل للموارد الطبيعية – محافظة السليمانية باقليم كوردستان العراق

المؤتمر الدولي السابع للاتحاد العربي للتنمية المستدامة و البيئة بعنوان "سبل تعزيز التكنولوجيا النظيفة و التقنيات صديقة البيئة بالمنطقة العربية جامعة الدول العربية 19 نوفمبر 2017 ، جامعة عين شمس -  http://ijsrsd.journals.ekb.eg