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استخدام تقنيات تنقيب البيانات للتنبؤ بتلوث الهواء : دراسة تطبيقية

Author name: احمد طلال جبار
Supervisor name: نشات جاسم محمد
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

بناء نماذج محاكاة الامثلية : دراسة تطبيقية == Build The Optimization Simulation Models \Application Study

Author name: كفاح اسماعيل صحن
Supervisor name: وليد عبد الله ارحيمة
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

اقتراح نظام اتمتة ضبط ومراقبة الجودة / دراسة تطبيقية == Suggesting Automated Quality Control System / Applied Study

Author name: ميسر عادل عبد الوهاب
Supervisor name: نشات جاسم محمد
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

نمذجة قواعد البيانات الضبابية : دراسة تطبيقية في هيئة الحماية الاجتماعية == Fuzzy Database Modeling / Applied Study

Author name: مؤيد صالح مهدي
Supervisor name: نشات جاسم محمد
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

استخدام التحليل العنقودي لكشف الانماط لمؤشرات سوق العراق للاوراق المالية == The Use Of Cluster Analysis To Detect Patterns Of Indicators Of The Iraqi Stock Market

Author name: منى كاظم جوي
Supervisor name: ظاهر عباس رضا
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

خوارزمية عنقدة لادارة قواعد بيانات صور الاورام الدماغية (صور الرنين المغناطيسي) == A Clustering Algorithm for Managing Brain Tumor Images Databases (Magnetic Resonance Images

Author name: سالي سعيد مجيد
Supervisor name: وليد عبد الله ارحيمة
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

ادارة البيانات والمعلومات باستخدام التقنيات الصوتية الهجينه : دراسة تطبيقية == Data and Information Management Using Hybrid Audio Techniques/ Applied Study

Author name: رفيف قاسم عباس
Supervisor name: اسماعيل هادي جلوب
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

تصنيف المستندات النصية مع تطبيق عملي == Classification of Text Documents With an Appliction

Author name: جواد سامي حميد
Supervisor name: نشات جاسم محمد
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

تحليل البيانات الرقمية باعتماد نظرية التكامل المشترك : دراسة تطبيقية == Analysis of Digital Data By Using the Cointegration Theory An Empirical Study

Author name: بشرى رعد زاهي
Supervisor name: ظاهر عباس رضا
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College - IT Department
Language: Arabic
First pages:

بناء نظام للتنبؤ بطلب الحمل الكهربائي في بغداد == Build a System For Forecasting The Electrical Load Demand in Baghdad

Author name: هادي طلال جعفر
Supervisor name: نشات جاسم محمد
General topic: Administration and Economics
Specific topic: Administrative Data System
Degree: Master
University: Middle Technical University - Administrative Technical College
Language: Arabic
University location: Baghdad
First pages:
Abstract: This research studies how to build a dynamic system for forecasting the electrical demand in Baghdad city by comparing between Statistical Methods in time series analysis such as Seasonal Auto Regressive Integrated Moving Average model (SARIMA),Transfer Function Model with single input - single output(TFMSISO) and Data Mining techniques in prediction using Artificial Neural Networks model such as (Multi - Layer - perception neural networks with sliding windows (MLP - NN - with sliding windows) and dynamic recurrent neural networks RNN's such as the Non - Linear Auto regressive network with exogenous input (NARX Network)), which studies the dynamic relationship between electricity consumption and its relevant variables exogenous variable such as temperature, the Weekly data from January 2007 to December 2014 for all - electric residences in Baghdad are used for this study.Depending on the automated system that built using (Visual C#, Matlab) the results showed the superiority of the non - linear Auto regressive network with exogenous input (NARX Network)) by using some error criterion
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