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نظام قاعدة البيانات الخبيرة لامثلة الاستفسارات == Expert Database System for Query Optimization

Author name: شيماء عوض بهاء الدين الايوبي
Supervisor name: علاء حسين الحمامي | هلال هادي صالح
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Department of Computer Science and Information Systems
Language: English
University location: Baghdad

نظم خبيرة باستخدام الشبكات العصبية == Design of an Expert System Using Neural Networks

Author name: hend F. Kandela
Supervisor name: Hisham Al-Rawi | Riyadh A. Mehdi
General topic: Computer Science
Specific topic: Computer Science
Degree: Doctorate
University: Al-Nahrain University - College Of Science
Language: English
University location: Baghdad

تصميم نظام خبير لتشخيص امراض القلب == Design of an Expert System for Diagnosing Heart Diseases

Author name: بيداء طه رشيد
Supervisor name: مؤيد عبد الرزاق فاضل
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Department of Computer Science and Information Systems
Language: English
University location: Baghdad

نظام لتمييز الرموز المكتوبة بخط اليد اعتمادا على شبكة Neocognitron العصيبية == A System for Handwriting Character Recognition Based on The Neocognitron Neural Network

Author name: سناء وفا توفيق الصايغ
Supervisor name: عباس فاضل عبد القادر
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Department of Computer Science and Information Systems
Language: English
University location: Baghdad

تصميم مسيطر عصبي مضبب باعتماد الخوارزميات الجينية لمستوى الماء في الخزان == Design of Neuro - Fuzzy Controller Based on Genetic Algorithm With an Application to Water Level Tank

Author name: سوسن كمال ثامر
Supervisor name: محمدزكي الفائز
General topic: Computer Science
Specific topic: Computer Science
Degree: Doctorate
University: University of Technology - Department of Computer Science and Information Systems
Language: English
University location: Baghdad

الطريقة المثلى للعلامة المائية بالاعتماد على الخوارزمية الجينية == Watermark Optimization Technique Based on Genetic Algoriithms

Author name: رنا موفق بشير حبابة
Supervisor name: جين جليل اسطيفان
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Informatics Institute For Postgraduate Studies
Language: English
University location: Baghdad

التقطيع الصوري باستخدام خوارزمية الجينات == A Genetic Algorithm Approach for Image Segmentation

Author name: Jane Jalel Stephan
Supervisor name: hiaham S. Al-Rawi | Saadi al-Aubidy
General topic: Computer Science
Specific topic: Computer Science
Degree: Doctorate
University: University of Technology - Department Of Applied Sciences
Language: English
University location: Baghdad

Designiing a Generator for Dedicated Parsing Programs

Author name: Muna Mohammed Al-Nayar
Supervisor name: Khalid J. Al-Daimi
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Department Of Applied Sciences
Language: English
University location: Baghdad

دراسة وتطوير خوارزمية لتحسين صور الرؤية الليلية == Study and Development of Algorithm for Night Visions Ehancement

Author name: سرى عبود علي
Supervisor name: علاء الدين حسن | فرحان اسماعيل
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Al-Rasheed College of Engineering and Science
Language: English
University location: Baghdad

A General Purpose Syntax - Directed parser for Context - Free Languages

Author name: Jane Jalil Stefhan
Supervisor name: S. K. Daood | M. A. Shallal
General topic: Computer Science
Specific topic: Computer Science
Degree: Higher Diploma
University: University of Technology - Department Of Control And Systems Engineering
Language: English
University location: Baghdad

تصميم وبناء نموذج برمجي لحركة الطائرة == Design and Implementation a Software Simulator for Aircraft Motion

Author name: علي نصر حميد ابو رغيف
Supervisor name: جلال محمد جليل | صباح عبد اللطيف
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Al-Rasheed College of Engineering and Science - Department Of Applied Sciences
Language: English
University location: Baghdad

تمييز الاجسام ثنائية الابعاد بالاعتماد على تقنية استخلاص الحدود الاحادية == 2D Object Recognition Dased on Single Pixel Boundary Extraction Technique

Author name: ضمياء عبد الله علوان الدليمي
Supervisor name: عماد حسين الحسيني | صفاء سعود مهدي
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Al-Rasheed College of Engineering and Science - Department Of Applied Sciences
Language: English
University location: Baghdad

حل مشكلة جدولة المحاضرات على اساس حل مشكلة تلوين الرسم باستخدام شبكة بولتزمان == Solving Timetabling as Graph Coloring Problem Using Boltzmann Machine

Supervisor name: Hisham S. AL-Rawi
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: University of Technology - Department of Computer Science and Information Systems
Language: English
University location: Baghdad

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

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

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

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

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

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

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

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

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

اطار امني للشبكة الاجتماعية للاشياء == A Security Framework for Social Web of Things

Author name: علي مؤيد مهدي
Supervisor name: احمد هاشم محمد
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: Mustansiriyah University - Faculty Of Education
Language: English
University location: Baghdad
Key words:
  • Applications Layer
  • The Network Layer
  • The Perception Layer
  • Web of Thing (WoT)
  • The Social Web of Things (SWoT)
  • A web authorization framework (OAuth)
  • IoT Security Services
  • Symmetric Cryptography
  • Asymmetric Cryptography
  • The PRESENT Block Cipher
  • The Proposed SWoT System Framework
  • Collect patient data from sensors
  • Providing secure communication of patient data to the Twitter application and database
  • Performing User Work in Server Side
  • Authentication /Access Control Security Services
  • Confidentiality / Integrity Security Services
  • Software Implementation of the Proposed System
  • Twitter application settings
  • Management Health Care System
  • Security services of proposed SWoT Framework
  • Authentication / Access Control Security Services
  • Confidentiality and Integrity of Patient Sensor Data
  • Evaluation of the Proposed SWoT Framework
  • Encryption/Decryption Time
  • Memory Consumption
  • NIST Test Suite Algorithms
  • Formulation and Analysis Measures Algorithms

نظام امني لمراقبة المنزل بالاعتماد على الدوال الفوضوية == Secure Home Surveillance System Based on Chaos Maps

Author name: عمر عبد الغفور جاسم
Supervisor name: خالد علي حسين
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: Mustansiriyah University - Faculty Of Education
Language: English
University location: Baghdad

تشفير صورة انترنت الاشياء لامنية الابنية اعتمادا على خوارزمية هجينة PRESENT - SPECK == An image Encryption for IoT buildings Security based on Hybrid Present-Speck Algorithm

Author name: ضحى محمد نوري محمد روؤف
Supervisor name: حيدر كاظم حمود | انتصار عبد يوسف
General topic: Computer Science
Specific topic: Computer Science
Degree: Master
University: Mustansiriyah University - Faculty Of Education
Language: English
University location: Baghdad
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