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كشف التسلل الذكي في انظمة الاتصالات الداخلية للسيارات بدون سائق == Intelligent Intrusion Detection System in Internal Communication Systems for Driverless Cars

Author name: نهى عبد الله حمد
Supervisor name: خطاب معجل الهيتي | صلاح صليبي الراوي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

نظام هجين لتصنيف بيانات سرطان الثدي == Hybrid System for Breast Cancer Data Classification

Author name: براء محمد عبد
Supervisor name: خالد شاكر جاسم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

نموذج تحليل المشاعر بالاعتماد على البيرسيبترون متعدد الطبقات لشبكات التواصل الاجتماعي == Sentiment Analysis Model Based on Multi-Layer Perceptron for Social Networks

Author name: انمار حميد عفر عماش العبيدي
Supervisor name: خالد شاكر العبيدي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

دمج طريقة التعلم بالنقل الاصطناعي للصور الطبية == Incorporating Artificial Transfer Learning Method for Medical Images

Author name: عبد الرحمن عباس مخلف
Supervisor name: بلال اسماعيل الخطيب | مازن عبد محمد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

استخدام خوارزمية هجينة لحل مشكلة توجيه المركبات مع الاطار الزمني اعتمادا على الحوسبة الكمية التطويرية == A Hybrid Approach to Solve Vehicle Routing Problem with Time Window Based on Quantum and Evolutionary Computing

Author name: احمد مهند فياض
Supervisor name: بلال اسماعيل الخطيب | عصام طه ياسين
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

مقترح خوارزمية سرب الغربان == A Proposed Crow Swarm Optimization Algorithm

Author name: محمد يوسف ابراهيم
Supervisor name: بلال اسماعيل الخطيب
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

اقتراح خوارزمية لاكتشاف العلاقات المشتركة مستندة على نظرية تقديم التعريف == A PROPOSAL ALGORITHM FOR APRIORI BASED ASSOCIATION RULES MINING

Author name: اسامة مسعود محمد فاضل الحسيني
Supervisor name: احمد طارق صادق العبيدي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

خوارزمية البحث المتفرق المحسنة بالاعتماد على خوارزمية النحل وخوارزمية محاكاة التلدين == Improved Scatter Search Algorithm Based on Bees and Simulated Annealing Algorithms

Author name: محمد صلاح ابراهيم
Supervisor name: احمد طارق صادق | علي مكي صغير
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

Watermarking in Wave Files Based On Phase Coding

Author name: Akeel Abdul - Raheem Al - Hadeethy
Supervisor name: Rasheed A.Alzubaidy | Salah S. Al-Rawi
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Anbar
Language: English
University location: Anbar

Data Mining Techniques for Knowledge Discovery in Digital Images

Author name: Dhamea Anwar Jasm
Supervisor name: Murtadha Mohammed Hamad | Azmi Tawfek Hussein Alrawi
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

Bank Accounts Verification and Clients' Monitoring by Using RFID

Author name: Reem Hazim Gafoori
Supervisor name: Ahmed Noori Rashid
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

استراتيجيات فعالة لتقليل استهلاك الطاقة في شبكات الاستشعار اللاسلكية == Efficient Strategies to Reduce Power Consumption in Wireless Sensors Networks

Author name: سارة امجد عناد
Supervisor name: خطاب معجل علي الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Wireless Sensors Networks, Machine Learning, Support Vector Machine, Random Forest, Logistic Regression, K-Nearest Neighbors, Network Simulator Version 2, Energy Model, DISNS System

تقلیل مشاكل التغطیة باستخدام خوارزمیة مستوحاة من الطبیعة في شبكات الاستشعار اللاسلكیة == Reducing Coverage Problems Using Nature-Inspired Algorithm in Wireless Sensor Networks

Author name: ايام توفيق احمد
Supervisor name: احمد نوري رشيد | خالد شاكر جاسم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Wireless Sensor Networks, Coverage, RSS, Localization, Butterfly Optimization Algorithm, Energy, Obstacles

مناهج كشف التسلل لانترنت الاشياء == Intrusion Detection Approaches for Internet of Things

Author name: مها ماجد محمد
Supervisor name: خطاب معجل الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Security, Internet of Things, Machine Learning, Deep Learning, Convolutional Neural Networks.

تبني طريقة بسيطة لتقاطع الاشارة المرورية == Adapting Simple Approach for Traffic Light Intersection

Author name: بلال رشيد علوان
Supervisor name: منتصر عبد الواحد سلمان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Scheduling algorithm, Traffic light, VANET, Adaptive green time, Coverage area, Isolated intersection, Non-isolated intersection

خوارزمية سرب الميركات الجديدة لحل مشكلة جداول الامتحانات == A Novel Meerkat Swarm Optimization Algorithm for University Examination Timetabling Problem

Author name: امال تركي مهدي
Supervisor name: بلال اسماعيل الخطيب
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Metaheuristic, MSO, ETP, Optimization, Stochastic optimization, Population-based algorithm, Benchmark function, Meerkat Swarm Optimization

بروتوكول الثقة الصفرية للوصول الامن لانظمة الدفاع الجوي المتكاملة == Zero-Trust Protocol of Secure Access for Integrated Air Defense Systems

Author name: احمد حازم عبد المجيد
Supervisor name: عمر عبد الرحمن داود
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Integrated Air Defense System, Command and Control Unit, Zero Trust.

تطبیق الشبكة العصبیة الملتویة المعدلة على اساس طریقة تحسین سرب الجسیمات لاسترجاع الصور == Applying Convolutional Neural Network Modified Based on Particle Swarm Optimisation Method for Image Retrieval

Author name: سمير اسماعيل علي
Supervisor name: سفيان تايه فرج الجنابي | بلال اسماعيل الخطيب
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Image Retrieval (IR), Deep Learning (DL), Convolutional Neural Network (CNN), Hashing Techniques, CIFAR-10 dataset, Transfer Values, Particle Swarm Optimization

تقييم تعريف اجهزة انترنت الاشياء باستخدام خوارزميات التعلم الالي == Evaluation of Internet of Things (IoT) Devices Identification Using Machine Learning Algorithms

Author name: عبد الرحمن احمد عبيد
Supervisor name: خطاب معجل الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Identification, Internet of Things (IoT), Machine Learning, imbalance classification, feature selection, feature Extraction, hyperparameter tuning, Xgboost .

نهج التصنيف لاكتشاف التسلل الى الرعاية الصحية استنادا الى التعلم الالي == Classification Approach for Health Care Intrusion Detection Based on Machine Learning

Author name: رشا انور محمد
Supervisor name: خطاب معجل الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • health care system, Intelligent Intrusion Detection, Fuzzy Neural Network

نظام الكشف الذكي لشبكات FANETs باستخدام التعلم الالي == Intelligent Detection System for FANETs using Machine Learning

Author name: خديجة صباح جاسم
Supervisor name: خطاب معجل علي الهيتي | عبد الكريم عبد الحميد الالوسي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Flying Ad Hoc Network, Machine Learning, Gradient Boosting, K_Nearest Neighbour, Decision Tree, Unmanned Arial Vehicles, Drone, Jamming, Spoofing, Attack.

نظام تنبؤ المريض يعتمد على انترنت الاشياء == Patient Prediction System based on IoT

Author name: رضوان نزار حميد
Supervisor name: عزمي شوكت عبد الباقي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Electrocardiogram Signal Processing, NI AD8232 Heart Rate, NI LabVIEW Software, Data Acquisition, ECG Feature Extraction

تحليل الصور الطبية لاشارة مخطط كهربائية القلب == Medical Image ECG Signal analyzing

Author name: انفال حامد حماد
Supervisor name: عزمي شوكت عبد الباقي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • ECG image, Machine Learning, Deep Learning, Convolutional Neural Networks, Local Binary Pattern (LBP), Image preprocessing, Feature extraction, ECG classification

تقييم طفرات فيروس كورونا باستخدام خوارزمية التعلم العميق == Evaluation of Corona Virus Mutations Using Deep Learning Algorithm

Author name: محمد كريم عنزي
Supervisor name: علي جبير داود
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • DNA, K-mer, TF-IDF, Coronavirus, Machine Learning, Deep Learning, Convolutional Neural Networks, Feature extraction

خوارزميات التعلم العميق لانظمة تمييز البصمة الصوتية في البيئات الصاخبة == Deep Learning Algorithms Based Voiceprint Recognition System in Noisy Environment

Author name: هاجر ياس خضير
Supervisor name: صلاح عواد سلمان | وسام محمد جاسم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar
Key words:
  • Convolutional Neural Network, Deep Learning,Voiceprint Recognition System,
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