College of Science
Academic Staff
Certificate : Doctorate
Field : علوم حاسبات
Speciality : الذكاء الاصطناعي
Code : A0580
Courses
| Code | CMSC221 | Units | 3 | Hours | 2 |
Course Overview
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The course covers analysis and design of fundamental data structures and engages learners to use data structures as tools to algorithmically design efficient computer programs that will cope with the complexity of actual applications.
The course focuses on basic and essential topics in data structure Overview of implementation strategies of many data structures and their representation, insertion & deletion and other operation on many data structures, graph, traverse graph, Dijkstra algorithm, tree, binary search tree, traverse tree, searching and sorting methods, analyze the algorithms in best, average, and worst case.
| Code | CMSC211 | Units | 3 | Hours | 2 |
Course Overview
:
The course covers analysis and design of fundamental data structures and engages learners to use data structures as tools to algorithmically design efficient computer programs that will cope with the complexity of actual applications.
The course focuses on basic and essential topics in data structure Overview of implementation strategies of many data structures and their representation, insertion & deletion and other operation on many data structures, graph, traverse graph, Dijkstra algorithm, tree, binary search tree, traverse tree, searching and sorting methods, analyze the algorithms in best, average, and worst case.
| Code | CMSC412 | Units | 3 | Hours | 2 |
Course Overview
:
This course is an introduction to the fundamental concepts and techniques in basic digital image processing and their applications to solve real life problems. The topics covered include Digital Image Fundamentals, Image Transforms, Image Enhancement, Restoration and Compression, Morphological Image Processing, Nonlinear Image Processing, and Image Analysis. Application examples are also included
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الشهادات العلمية |
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الدكتوراه |
الماجستير |
البكالوريوس |
الشهادة |
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UniversitiTeknologi Malaysia |
Near East University |
University of Duhok |
اسم الجامعة |
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Malaysia |
Cyprus, Turkey |
Kurdistan region, Iraq |
البلد المانح للشهادة |
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2016-2020 |
2011-2013 |
2008-2011 |
تاريخ الحصول على الشهادة |
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BINARY-DECISION-DIAGRAM (BDD) APPROACH FOR DIGITAL LOGIC CIRCUITS REDUCTION |
عنوان رسالة الماجستير |
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Computer Information Systems |
التخصص الدقيق |
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MULTI-FRACTAL DIMENSION FEATURES BY ENHANCING AND SEGMENTING MAMMOGRAM IMAGES OF BREAST CANCER |
عنوان اطروحة الدكتوراه |
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Artificial Intelligence and Machine Learning in Medical Image Analysis |
التخصص الدقيق |
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الابحاث العلمية من- (الاقدم الى الاحدث) |
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التاريخ |
جهة النشر |
اسم البحث |
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2016 |
LAP Lambert Academic Publishing, Amazon |
Digital Logic Circuits Reduction: A Binary Decision Diagram Based Approach |
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2017 |
International Journal of Applied Engineering Research |
Security Issues in DNA Based on Data Hiding: A Review |
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2018 |
In 2018 International Conference on Advanced Science and Engineering (ICOASE) |
Multi-Level of DNA Encryption Technique Based on DNA Arithmetic and Biological Operations
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2019 |
In 2019 International Conference on Advanced Science and Engineering (ICOASE) |
Enhance the Mammogram Images for Both Segmentation and Feature Extraction Using Wavelet Transform |
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2019 |
In 2019 International Conference on Advanced Science and Engineering (ICOASE) |
Machine learning and Region Growing for Breast Cancer Segmentation. |
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2019 |
In 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) |
A Simultaneous Approach for Compression and Encryption Techniques Using Deoxyribonucleic Acid |
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2019 |
In 2019 International Conference on Advanced Science and Engineering (ICOASE) |
Trainable Model Based on New Uniform LBP Feature to Identify the Risk of the Breast Cancer
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2020 |
Journal of Applied Science and Technology Trends |
A Comprehensive Review of Dimensionality Reduction Techniques for Feature Selection and Feature Extraction |
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2020 |
TEST Engineering & Management |
Image Steganography Based on Swarm Intelligence Algorithms: A Survey |
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2020 |
TEST Engineering & Management |
Hiding Image by Using Contourlet Transform |
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2020 |
Indonesian Journal of Electrical Engineering and Computer Science |
Significant features for steganography techniques using deoxyribonucleic acid: a review |
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2020 |
IEEE-ACCESS |
Improved Threshold Based and Trainable Fully Automated Segmentation for Breast Cancer Boundary and Pectoral Muscle in Mammogram Images |
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2020 |
Journal of Applied Science and Technology Trends |
A Review on Region of Interest Segmentation Based on Clustering Techniques for Breast Cancer Ultrasound Images |
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2020 |
Journal of Soft Computing and Data Mining |
The Applications of Discrete Wavelet Transform in Image Processing: A Review |
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2020 |
Indonesian Journal of Electrical Engineering and Computer Science |
Robust watermarking scheme based LWT and SVD using artificial bee colony optimization. |
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2020 |
In 2020 International Conference on Advanced Science and Engineering (ICOASE) |
A Fusion Scheme of Texture Features for COVID-19 Detection of CT Scan Images |
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2021 |
Journal of Information Technology and Informatics |
Fundamentals of 5G Cellular Networks: A Review |
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2021 |
Computers, Materials & Continua |
Multi-Level Fusion in Ultrasound for Cancer Detection Based on Uniform LBP Features |
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2021 |
Asian Journal of Research in Computer Science |
Data Mining Classification Algorithms for Analysing Soil Data |
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2021 |
Qubahan Academic Journal |
Data Mining Classification Techniques for Diabetes Prediction |
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2021 |
Qubahan Academic Journal |
Machine Learning Classifiers Based Classification for IRIS Recognition |
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2021 |
7th International Engineering Conference Research &Innovation amid Global Pandemic (IEC2021) Erbil, Iraq |
A New Hybrid Method for Global Optimization Based on the Bird Mating Optimizer and the Differential Evolution |
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2021 |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) |
AN INTEGRATED GAPSO APPROACH FOR SOLVING PROBLEM OF AN EXAMINATION TIMETABIKING SYSTEM |
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2021 |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) |
The Impact of Different Data Mining Classification Techniques in Different Datasets |
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2021 |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) |
Customer Churn Prediction in Telecommunications Industry Based on Data Mining |
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2021 |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) |
Machine Learning Algorithm for Developing Classroom Attendance Management System Based on Haar Cascade Frontal Face |
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In press |
3rd Joint Conference on Green Engineering Technology & Applied Computing 2021 4-5 February 2021, Bangkok, Thailand |
An Efficient CNN Approach for Facial Expression Recognition |
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In press |
ISI emerging journal |
Leaf Identification Based on Shape, Color, Texture and Vines Using Probabilistic Neural Network |
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In press |
MDPI Diagnostics, Machine Learning in Breast Cancer Diagnosis and Prognosis |
Automated and Effective Fusion of Breast Cancer Classification on Mammogram Images Using Multi-Fractal Dimension Features and ANN Classifier Based on Blocking Concept |
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In press |
Clinical Imaging, Elsevier |
Systematic Review of Developed Computing Approaches in the Segmentation and Classification of Breast Cancer Mammogram Medical Images |
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In press |
IET Biometrics |
Deep Regional Learning Approach Based Attention Mechanisms Model for Finger Vein Human Image Recognition and Identification |
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In press |
2021 IEEE conference on System Engineering & Technology (ICSET2021) |
Facial Expression Recognition Using Aggregated Handcrafted Descriptors based Appearance Method |
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In press |
2021 IEEE conference on System Engineering & Technology (ICSET2021) |
Analysis of Dense Descriptors in 3D Face Recognition |
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الخبرات التدريسية من - ( الاحدث الى الاقدم) |
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المواد التي تم تدريسها |
اسم الجامعة |
المرتبة العلمية |
الى |
من |
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Fundamental of Information Technology |
University of Duhok |
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2016 |
2014 |
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Web Development |
Duhok Polytechnic University |
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2016 |
2014 |
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Fundamental of Information Technology |
Duhok Polytechnic University |
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2016 |
2014 |
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Java Programming Language |
Duhok Polytechnic University |
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2020 |
2018 |
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Fundamental of Programming |
Duhok Polytechnic University |
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2021 |
2018 |
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Mobile Application Development |
Duhok Polytechnic University |
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2021 |
2018 |
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Advanced Web Development |
Duhok Polytechnic University |
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2021 |
2018 |
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Information Security |
Duhok Polytechnic University |
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2020 |
2019 |
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Visual Programming |
Duhok Polytechnic University |
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2021 |
2019 |
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المؤتمرات وورش العمل |
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التاريخ |
نوع المشاركة |
اسم المؤتمر - ورشة العمل |
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2017 |
Attendance as a listener |
Graduate on Time (G.O.T) Workshop, 3rd July 2017 |
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2018 |
Attendance as a listener |
Workshop on Matlab, 7th January 2018. |
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2018 |
Attendance as a listener |
OVERCOMING WRITING BLOCK, 5th December 2018. |
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2018 |
Author and presenter |
In 2018 International Conference on Advanced Science and Engineering (ICOASE) |
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2018 |
Attendance as a listener |
Characteristics of Good LR and RM and Preparations for Successful VIVA Defense 30th December 2018. |
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2019 |
Author and presenter |
In 2019 International Conference on Advanced Science and Engineering (ICOASE) |
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2019 |
Author and presenter |
In 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) |
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2019 |
Attendance as a listener |
Scientific Approach for Literature Review Towards the Development of Research Framework 28 November 2019. |
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2019 |
Attendance as a listener |
Public Lecture & Hand-On Workshop: (1) PUBLIC LECTURE: "ARTIFICIAL INTELLIGENCE IN ROBOTICS FOR HEALTHCARE", 8 December 2019 (2) 1-DAY HANDS_ON WORKSHOP ON "PYTHON PROGRAMMING FOR BEGINNERS", 10 December 2019. |
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2020 |
Author and presenter |
In 2020 International Conference on Advanced Science and Engineering (ICOASE) |
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2020 |
Attendance as a listener |
International FDP on Multidisciplinary Research Innovation in Engineering, Science and Technology for Sustainable Development, 26th October – 7th November 2020, online. |
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2020 |
Attendance as a listener |
ONLINE WORKSHOP: PRACTICAL FINITE ELEMENT ANALYSIS, 28 April 2020, WEBEX. |
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2021 |
Author and presenter |
3rd Joint Conference on Green Engineering Technology & Applied Computing 2021 4-5 February 2021, Bangkok, Thailand |
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2021 |
Reviewer |
The 2021 12th IEEE Control & System Graduate Research Colloquium (ICSGRC 2021) |
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2021 |
Author and presenter |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA2021) |
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2021 |
Attendance as a listener |
Thesis Writing Workshop, PGSS SC UTM Johor,15th March 2021, Cisco WEBEX Online. |
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2021 |
Author |
The 2021 IEEE International Conference on Automatic Control & Intelligent Systems |
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2021 |
Author and presenter |
IEEE - International Conference on Electrical, Computer and Energy Technologies (ICECET) will take place in Cape Town, South Africa |
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2021 |
Attendance as a listener |
IEEE Authorship and Open Access Symposium Best Practices to Get Published to Increase the Exposure and Impact of Your Research21 & 22 April 2021 |
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2021 |
Attendance as a listener |
Graduate on Time (G.O.T) Workshop, 3rd July 2017 |
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2021 |
Author and presenter |
2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA) |
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2021 |
Author and presenter |
2021 IEEE conference on System Engineering & Technology (ICSET2021) |
Teacher's Portfolio (Quality Assurance) 2022 - 2023
Bachelor Teaching
No records found for this category
Higher Studies Teaching
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Higher Studies Supervision
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Higher Studies Discussion
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Committee Membership
العدد: 1| اللجنة | جهة اصدار الامر | رقم الامر الجامعي | تاريخ الامر الجامعي | المدة | واجبات اللجنة | مرفقات |
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| Preparatory Committee for Symposia and Workshops | امر اداری | 43 | April 17, 2023 |
Post
No records found for this category
Published Researches
العدد: 7| اسم البحث | اسم المجلة | النوع | جهة النشر | مرفقات |
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| the assessment of medication effects in omicron patients throgh madm | bioengineering-mdpi | Impact Factor | ||
| a framework for susceptiblity analysis of brain tumours based | bioengineering-mdpi | Impact Factor | ||
| cnn-based deep transfer learning approach for detecting breast cancer in mammogram images | icspc | Scopus | ||
| an attention based deep regional learning model for enhanced finger ein identification | traitification du signal | Impact Factor | ||
| event-speifi transmission forecasting of sars-cov-2 in amixed-mode ventilated office room using an ann | mdpi-ijerph | Impact Factor | ||
| reid-deepnet: a hybrid deep learning system for person | mathmatics-mdpi | Impact Factor | ||
| a qos aware cluster head selection and cryptography routing proctocol for enhancing efficiciency | ieee access | Impact Factor |
Thanks and Appreciation
No records found for this category
Accepted Researches in Conferences
No records found for this category
Membership In The Editorial Boards of Academic Journals
No records found for this category
Research Evaluation
No records found for this category
Patent
No records found for this category
Books
No records found for this category
Seminar Presentation
العدد: 2| اسم الحلقة | المكان | التاريخ | مرفقات |
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| geometric imag transformation | كللية علوم الحاسبات | Oct. 25, 2022 | |
| An Attention -Based Deep Regional Learning Model for Enhanced Finger Vein Identification | قاعە کردستان | Feb. 12, 2023 |
Seminar Attendance
العدد: 17| اسم الحلقة | اسم المحاضر | الموقع | التاريخ | مرفقات |
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| دورة طرق تدريس | مؤيد محمد | قاعة كردستان | Nov. 27, 2022 | |
| an introduction about the concept of cloud computing | زینب صالح | كللية علوم الحاسبات | Oct. 4, 2022 | |
| what is biomedical | پاوان شڤان | كللية علوم الحاسبات | Oct. 11, 2022 | |
| impact of al in digital marketing | زكية علي نايف | كللية علوم الحاسبات | Dec. 4, 2022 | |
| swarm intelligence | سامان محمد | كللية علوم الحاسبات | Dec. 7, 2022 | |
| types of transmission lie | رێڤینگ مسعود | كللية علوم الحاسبات | Nov. 30, 2022 | |
| smart home | ریدوان بویا مرقص | كللية علوم الحاسبات | Dec. 3, 2022 | |
| biometrics based authentication | ایمان احمد | كللية علوم الحاسبات | Jan. 21, 2023 | |
| Brainstems Thought Wired | ایمان احمد خورشید | قاعە کردستان | Feb. 4, 2023 | |
| Severity Based Light- Weight Encryption Model for Secure Medical Information System | زینب صالح عجید | قاعە کردستان | Jan. 21, 2023 | |
| Implementation of an aid system for deaf people using Aeduino | هوار بهزاد احمد | قاعە کردستان | Jan. 29, 2023 | |
| Safety system for Drowsiness Driver | مریم امین سلیمان | قاعە کردستان | Feb. 6, 2023 | |
| Morse code | پاوان شفان عثمان | قاعە کردستان | Feb. 14, 2023 | |
| Power Load Management Based on Renewable Energy Sources | ریفینگ مسعود عبدالحکیم | قاعە کردستان | Feb. 13, 2023 | |
| nawroz university a future as bright as nawroz | مریم امین سلیمان | كللية علوم الحاسبات | April 17, 2023 | |
| nawroz univirsity a future as bright as nawroz | هوار بهزاد احمد | كللية علوم الحاسبات | Jan. 25, 2023 | |
| nawroz univirsity a future as bright as nawroz | زینب صالح عگید | كللية علوم الحاسبات | May 21, 2023 |
Conference And Symposium Attendance
No records found for this category
Workshops and Training Courses
العدد: 5| النوع | اسم الدورة او ورشة العمل | مكان الدورة | تاريخ قيام الدورة | مدة الدورة | مرفقات |
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| Attendance | nawroz university a future as bright as nawroz | قاعە نوروز | Oct. 17, 2022 | 2 | |
| Attendance | nawroz university a future as bright as nawroz | قاعە نوروز | Nov. 2, 2022 | 2 | |
| Lecturing | صیانە الکومبیوترات | قاعە نوروز | Feb. 20, 2023 | 2 | |
| Attendance | nawroz university a future as bright as nawroz | Oct. 17, 2022 | 2 | ||
| Attendance | parper publishing: methdology and high indexing journal | مرکز بحوث | Jan. 30, 2023 | 3 |
Published Articles
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Press Interviews
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Theses Evaluation
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