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الشبكة العصبية التلافيفية الكمومية لتشخيص مرض باركنسون == Quantum Convolutional Neural Network for Diagnosing Parkinson's Disease

Author name: عائشة محمود ابراهيم
Supervisor name: مازن محمد عبد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

الكشف عن سوائل حقن الوجه التجميلية باستخدام نماذج التعلم العميق == Detection of Face Injection Cosmetic Fluids using Deep Learning Models

Author name: اسيل ستار عبد الله
Supervisor name: علي جبير داود
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

تجزئة الصور الطبية المصابة باورام الدماغ بالاعتماد على الطرق التقليدية وطرق التعلم العميق == Segmentation of Brain Tumor in Medical Images based on Deep Learning and Traditional Image Processing Techniques

Author name: ادريس ابراهيم احمد
Supervisor name: عمر منذر حسين
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

التوجيه المعزز بتقنية التجميع لشبكات الاستشعار اللاسلكية تحت الماء == Enhanced Clustering Technique based Routing for Underwater Wireless Sensor Networks

Author name: رقية ضاري جلال
Supervisor name: صلاح عواد سلمان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

طرق تحسين ميتاهيورستك لمحاكي البلوك جين == Metaheuristic Optimization Methods for Blockchain Simulator

Author name: دعاء حميد خلف
Supervisor name: منتصر عبد الواحد سلمان | رباح نوري فرحان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

الحفاظ على الخصوصية عبر الاتصال بالانترنت بالاعتماد على التشفير التام بين الاطراف == Privacy-Preserving Online Communication based on End-to-End Encryption

Author name: خالد جمال عايد
Supervisor name: عمر عبد الرحمن داود
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

تحسين خوارزميات التعلم الالي العميقة باستخدام محسن طائر البفن القطبي لتصنيف سرطان الثدي == Optimizing Machine and Deep Learning Algorithms Using Arctict Puffin Optimizer for Breast Cancer Classification

Author name: حيدر نصيف جاسم
Supervisor name: وسام محمد جاسم | محمد صلاح ابراهيم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

نظام التصنيف الذكي لسرطان الرئة == Intelligent Classification System of Lung Cancer

Author name: تبرير طارق حماد
Supervisor name: خطاب معجل علي الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

طرق تمييز الوجه بالاعتماد على التعلم الالي == Face Recognition Methods based on Machine Learning

Author name: ايمان جاسم محمد
Supervisor name: اسماعيل طه احمد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

تصنيف الاشارة القلبية (ECG) باستخدام طريقة تعلم الالة == Machine Learning Driven Approach for ECG Signal Classification

Author name: اية حامد امين
Supervisor name: مازن عبد محمد | احمد نوري رشيد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

اطار عمل للرؤية بالتركيز التلقائي المعرف بالبرمجيات باستخدام التعلم العميق == Software Defined Autofocus Vision Framework Using Deep Learning

Author name: انور احمد صالح
Supervisor name: رباح نوري فرحان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

الكشف عن الاطفال المصابين بالتوحد بالاعتماد على التعلم الالي == Detection Children with Autism based on Machine learning

Author name: انس ذياب صليبي
Supervisor name: خطاب معجل علي الهيتي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

تحسين تباين الصورة بالاعتماد على تقنيات التحسين == Image Contrast Enhancement based on Optimization Techniques

Author name: امنه حيدر ذياب
Supervisor name: وسام محمد جاسم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

تصنيف المشاعر لمراجعات الادوية باستخدام تقنيات التعلم الالي == Sentiment Classification of Drug Reviews Using Machine Learning Techniques

Author name: محمد الامين عبد الستار حميد
Supervisor name: خالد شاكر جاسم | هيثم عباس خلف
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

نظام تصنيف ومراقبة مرضى كورونا 19 - بالاعتماد على شبكة المتحسسات اللاسلكية ونظام التعلم الالي == Classification of COVID-19 Monitoring System based on Wireless Sensor Network and Machine Learning

Author name: ماجد حميد فهد
Supervisor name: احمد نوري رشيد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

خوارزمية تشفير فعالة تعتمد على تقنية الفوضى المفرطة == Development of Image Encryption approachs Based on Hyperchotic and Transform Techniques

Author name: كوثر محمد خلف
Supervisor name: علي مكي صغير
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

كشف النزيف داخل الجمجمة في الصور المقطعية بالاعتماد على التعليم الالي == Intracranial Hemorrhage (ICH) Detection in CT Images Based on Machine Learning

Author name: محمد عبد الحميد عبد المجيد
Supervisor name: عزمي توفيق حسين | عمر منذر العكاشي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

اقتراح نظام مصادقة متبادلة امن في حوسبة الضباب == Proposing a Secure Mutual Authentication Scheme for Fog Computing

Author name: سلوان رافع حمادي
Supervisor name: عمر عبد الرحمن داود
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Anbar

خوارزمية تحسين تجميع النص بناء على الحد الادنى للشجرة الممتدة == An Enhancement Text Clustering Algorithm Based on Minimum Spanning Tree

Author name: شيماء مهدي عريبي
Supervisor name: كاظم حسن كبان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Dhi Qar

نماذج التعرف على بصمات الاصابع باستخدام معمارية VGG16, ResNet50, CNN == Fingerprint Identification Models Using VGG16, ResNet50, CNN Architectures

Author name: حسين غالب محمد
Supervisor name: زينب علي خلف
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Basrah

تصنيف الصور الرقيمة == Digital Image Classification

Author name: عماد ناجي احمد
Supervisor name: هشام الراوي | نبيل هاشم كاغد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Babylon

نظام تحديد الهوية البيومترية المحسن بالاعتماد على بصمات الاصابع باستخدام النماذج التجميعية للتعلم العميق == Enhanced Fingerprint - Based Biometric Identification System Using Ensemble Deep Learning Models

Author name: ساجدة جابر حبيب
Supervisor name: عبد الوهاب سامي ابراهيم
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Baghdad
Key words:
  • Fingerprint Recognition using CNN
  • Related Works
  • Problem Statement
  • Fingerprint Identification System
  • Fingerprint Characteristics and Patterns
  • Benefits of Fingerprint Recognition Systems
  • Limitations of Fingerprint Recognition Method
  • Convolution Neural Network (CNN)
  • Methods for Transfer Learning
  • Categorical Crossentropy
  • Training Models for Fingerprint Recognition Tasks
  • AlexNet Model
  • ResNet50 Model
  • ResNet101 Model

اخفاء الصورة استنادا الى k - mean والخريطة الفوضوية == Image steganography Based on k - mean and Chaotic map

Author name: هبه عدنان قاسم
Supervisor name: رنا سعد محمد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Baghdad
Key words:
  • Linguistics Steganography
  • Technical Steganography
  • Audio Steganography
  • Video Steganography
  • Portable Network Graphics (PNG)
  • Joint Photographic Expert Group (JPEG/JPG)
  • Tagged Image File Format (TIFF/TIF)
  • Least Significant Bit (LSB)
  • Peak Signal Noise Ratio (PSNR)
  • Structure Similarity Index (SSIM)
  • : Design and Implementation of different algorithms proposed
  • DNA-LSB Steganography (The First Method)
  • Embedding Process (The First Method)
  • Extracting Process (The First Method)
  • K-mean-DNA-LSB Steganography (The Second Method
  • Embedding Process (The Second Method)
  • Extracting Process (The Second Method)
  • Chaotic Map (Tent Map)
  • Extracting by LSB
  • Peak Signal Noise Ratio Test
  • Pearson Correlation Coefficients (PCC)
  • Visual Test of Stego Image
  • 2Visual Test of the Second Method

تقييم العمل التجاري عبر الشبكة الاجتماعية باستخدام التعلم العميق == Assessment of commercial action via social network using deep learning

Author name: نبوغ حسين باقر
Supervisor name: احمد طارق صادق | زهير حسين علي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Baghdad
Key words:
  • 2.2.1. Importance of Sentiment Analysis
  • 2.3. Text Pre-Processing
  • Term Frequency-Inverse Document Frequency
  • Convolution Neural Network
  • Support Vector Machine
  • Introduction of Summarization
  • Recurrent Neural Network
  • The Vanishing Gradient Problem in RNN
  • Splitting Dataset
  • Feature Extraction using LSI
  • Assessment of Commercial Action Based Summarization model
  • Comparing the Proposed Models’ Results with other Related Work

خوارزمية تشفير الصور تعتمد على خريطة فوضوية جديدة سداسية الابعاد == An Image Encryption Algorithm Based on a New 6 - D Chaotic Map

Author name: نرجس نصيف جاسم
Supervisor name: صادق عبد العزيز مهدي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
Language: English
University location: Baghdad
Key words:
  • Related study on the chaotic Six-Dimensional System
  • Encryption algorithms based six-dimension chaotic systems
  • Chaotic systems Characteristics
  • Type of chaotic systems
  • The evaluation metrics
  • Analysis of Histogram
  • Peak Signal to Noise Ratio (PSNR) and MSE
  • Differential Attack Analysis
  • Key Sensitivity Analysis
  • Chaotic System Analysis
  • Symmetry and invariability
  • Lyapunov Exponents and Lyapunov Dimensions.
  • The Proposed System Layout
  • Sensitivity to Initial Conditions
  • Results and Discussion
  • hard ware and software specification
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