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تقييم كشف الاحتيال في معاملات بطاقات الائتمان باستخدام تقنيات التعلم الالي == Evaluation of Fraud Detection in Credit Card Transactions Using Machine Learning Techniques
Author name:
رغد حسين علوان
Supervisor name:
مرتضى محمد حمد | 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
تصنيف سرطان الثدي باستخدام التحليل الكسوري متعدد الابعاد وطرق التعلم الالي == Breast Cancer Classification Using Multi-Dimensional Fractal Analysis and Machine Learning Methods
Author name:
تانيا شاكر محمود جراد الشعيبي
Supervisor name:
مرتضى محمد حمد | عزمي توفيق حسين
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
تحسین جودة البیانات باستخدام التعلم الالي == Improving Data Quality using Machine Learning Techniques
Author name:
رؤى يحيى محمد
Supervisor name:
مرتضى محمد حمد
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
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
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
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
Security, Internet of Things, Machine Learning, Deep Learning, Convolutional Neural Networks.
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
Integrated Air Defense System, Command and Control Unit, Zero Trust.
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
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
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
Identification, Internet of Things (IoT), Machine Learning, imbalance classification, feature selection, feature Extraction, hyperparameter tuning, Xgboost .
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
health care system, Intelligent Intrusion Detection, Fuzzy Neural Network
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
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.
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
Electrocardiogram Signal Processing, NI AD8232 Heart Rate, NI LabVIEW Software, Data Acquisition, ECG Feature Extraction
More
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
University:
University of Anbar - College of Computer Science and Information Technology - Department of Computer Science
Language:
English
University location:
Anbar
Key words:
DNA, K-mer, TF-IDF, Coronavirus, Machine Learning, Deep Learning, Convolutional Neural Networks, Feature extraction
More
خوارزمية فيروس كورونا لتحسين الميزات في تصنيف سرطان الثدي == Coronavirus Algorithm for Features Optimization in Breast Cancer Classification
Author name:
عبيد سالم نصيف
Supervisor name:
خالد شاكر 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
Key words:
Breast cancer diagnosis, Coronavirus algorithm, Classification, J48, PART, K-fold cross validation, Confusion matrix, Deep learning, CNN
More
الحفاظ على الخصوصية للمفاتيح العامة القابلة للبحث في سلسلة الكتل باستخدام عوامل تصفية Bloom == Privacy-Preserving of Searchable Public Keys on Blockchain Using Bloom Filters
Author name:
محمد عدنان عويد
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
Key words:
Blockchain, Public key, Bloom Filters, Security, False Positive
More
تصنيف الصور للمركبات ذاتية القيادة == Image Classification for Autonomous Vehicles
Author name:
محمد غركان زبالة
Supervisor name:
خطاب معجل علي | صلاح صليبي مصطفى
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
Key words:
Autonomous Vehicles, Machine Learning, Deep Learning, Convolutional Neural Networks, PCA, Image preprocessing, Feature extraction, Object recognition.
More