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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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
Language:
English
University location:
Anbar
الشبكة العصبية التلافيفية الكمومية لتشخيص فايروس كورونا == Quantum Convolutional Neural Network for Covid-19 Detection
Author name:
محمد يوسف ابراهيم
Supervisor name:
بلال الخطيب
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Doctorate
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
Language:
English
University location:
Anbar
تحسين مسار الروبوت لتحديد مواقع الاشعة السينية على اساس خوارزميات الاستلال العليا == Robot Trajectory optimization for X-ray Positioning based on Metaheuristics Approaches
Author name:
كيان رحيم قاسم
Supervisor name:
عصام طه ياسين | يوسف المشهداني
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Doctorate
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
Language:
English
University location:
Anbar
نظام تصويت الكتروني امن يعتمد على تقنية Blockchain == Secure E-Voting System Based on Blockchain Technology
Author name:
صبا عبد الباقي سلمان الخيلاني
Supervisor name:
سفيان تايه الجنابي | علي مكي صغير
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Doctorate
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Anbar - College Of Computer Science And Information Technology - Department Of Computer Science
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
University:
University of Thi-Qar - College Of Education For Pure Sciences - Department Of Computer Scienc
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
University:
University Of Basrah - College Of Education For Pure Sciences - Department of Computer Science
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
University:
University of Babylon - College Of Science - Department Of Computer Science
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
University:
Mustansiriyah University - Faculty Of Education
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
More
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
University:
Mustansiriyah University - Faculty Of Education
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
More
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
University:
Mustansiriyah University - Faculty Of Education
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
More
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
University:
Mustansiriyah University - Faculty Of Education
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
More
نظام اكتشاف الدخيل في المنزل الذكي المعتمد على تحسين خوارزميات التعلم العميق == Smart Home Intruder Detection System Based on Enhance Deep Learning Algorithms
Author name:
هبة حميد علي
Supervisor name:
جولان روكان نايف | وليد رشيد حمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Problem Statement
Aim of The Thesis
IoT Architecture
Computer Vision(CV
Image Preprocessing
Preprocessing Algorithms for Face Recognition
Histograms of Oriented Gradients (HOG) for Face Detection
Machine Learning (ML) Approaches
Support Vector Machines(SVM
Convolution Neural Network (CNN
4 Fully Connected (FC) Layer
Overfitting and Underfitting
Pre-Trained Model for CV
Raspberry Pi (RPI) Configuration with Camera and Sensors
6 Image Preprocessing Phase
8 Convert Model To Lite Model phase
Dataset Creation Result
Detect and Crop Only Faces Image
Distribute The Pooled Data Set to Training , Validation, and
TestingAugmentation Image Data and Resize Image to 224*224
The Training and Testing Phase
More
تصميم خوارزمية خفيفة الوزن لتشفير البيانات في انترنت الاشياء == Design Lightweight Algorithm for Data Encryption in IoT
Author name:
رسول صلاح سلمان
Supervisor name:
علاء كاظم فرحان | علي شاكر محمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Substitution Box (S-box)
Lightweight AES algorithm
The Problem Statement
Internet of things Attacks
Lightweight Cryptography (LWC)
Lightweight Block ciphers
Advanced Encryption Standard (AES)
Two-dimensional Logistic Map
Main Components of an IoT System
Features of an Excellent Cryptographic Algorithm
The Proposed Encryption Algorithm (LWAES-128)
Key Generation of System
The Encryption Process utilizing LWAES-128 Algorithm
Implementation of the System
Requirements and Environment
Substitution-Box Evaluation
Substitution-Box Evaluation Through Encrypting an Image
Implementation of Encryption Process
More
ترميز اشارات الكلام بتقنيات مختلفة == Speech Signal Encoding Using different techniques
Author name:
مروا جمال هادي
Supervisor name:
طارق احمد حسن
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Objectives of Research
Main Goal and Contribution
Research Methodology
Origin of Human Speech Signals
Speech Signal Classification
Gauss Chaotic Map
2.6 Transform Coding
Discrete Cosine Transform
2.9 Metrics of Performance Evaluation
Libri-Speech Dataset
Second Approach Design
Encoding Phase
4.4 Results of the First Proposed Method
Results obtained by Libri-Speech Dataset
Results obtained by Collected Dataset
Results of the Second Proposed Method
Results achieved by Libri-Speech Dataset
Results achieved by Collected Dataset
Comparison of proposed Methods
More
امنية الحوسبة السحابية باستخدام نظام فوضوي مع خوارزمية هجينة مخففة من mCrypton - salsa20 == Cloud Computing Security using Chaotic System and Hybrid Lightweight mCrypton - salsa20 Algorithm
Author name:
مصعب ابراهيم حميد
Supervisor name:
حيدر كاظم حمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Related Work for mcrypton algorithm and hybrid algorithms
Related Work for cloud computing security
Problem statement
Issues of Cloud Computing
Threats and Vulnerabilities in cloud computing
Methodologies for Cloud Computing
Cloud Computing Security
Lightweight Cryptographic Algorithms
Lightweight Block Ciphers Algorithms
Lightweight Stream Ciphers Algorithms
Salsa20 algorithm
Message Authentication codes
The suggested New Lightweight Hybrid Encryption Algorithm (combination of mCrypton, Salsa20 and
Extra stage) (LHCSEA-64 bits)
Lightweight Hybrid Encryption Algorithm
(LHCSEA-128 bits)
Lightweight Hybrid Encryption Algorithm
(LHCSEA-256 bits)
The proposed Authentication Layer in PHLSC
More
تقييم اجابات الاسئلة القصيرة باستخدام تقنيات التنقيب عن النصوص والشبكة الدلالية == Evaluation of short question answers using text mining techniques and semantic net
Author name:
سميه حسام الدين مجبل
Supervisor name:
احمد طارق صادق
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Problem Statement
Text Mining Stages
Information Extraction
Short Answer Assessments in E-learning
WuPalmer – WordNet Similarity
Latent Semantic Analysis (LSA
2 Framework of Proposed System
Semantic Network Construction
DSCS) Dataset Results
Mohler Dataset Results
More
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