الملف الأكاديمي

OverView
Research Intersets
Qualifications
Experiences
Publications
University Courses Taught
Master and Phd thesis contributions
Conferences and Workshops
Dr. Jaffar Muneer Yacoub Atwan
ASSOCIATE PROFESSOR
FACULTY OF ARTIFICIAL INTELLIGENCE
https://www.bau.edu.jo/user/@jaffaratwan
 Major: Computer Science
 Minor: AI, Information Science
 jaffaratwan@bau.edu.jo
 0777925601
ORCID ID: https://orcid.org/0000-0003-2322-822X
WoS: https://www.webofscience.com/wos/author/record/HDM-3647-2022
Scopus Author ID: 56287796800
Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=56287796800
Researcher ID: 100059.400.200.1038.0000-0003-2322-822X
Google Scholar: https://scholar.google.com/citations?user=k5AC0qUAAAAJ&hl=en

OverView
My knowledge and skills are grounded in Computer and information science, university teaching, administration, scientific research, technician experience, and computer development. a certified instructor from Huawei in AI and Cloud Computing. My research interests are Artificial Intelligence, Machine Learning, information retrieval, natural language processing especially Arabic language, and data mining.

Research Intersets:
AI
Optimization Algorithm
Machine Learning
Information Retrieval
Natural Language Processing
Data Mining

Qualifications
# Degree University Specialization Graduation year
1PHDKebangsaan UniversityComputer Science2015
2MASTER DEGREEAmman Arab UniversityComputer Science2004
3BACHELOR'S DEGREEPrincess Sumaya University for TechnologyComputer Science1999

Experiences
Academic Experience:
2015 -Current :استاذ مساعد,Al-Balqa Applied University,Jordan.
2015 -Current :استاذ مساعد,Al-Balqa Applied University,Jordan.
2008 -2012 :Lecturer,Al-Balqa Applied University,Jordan.
2004 -2008 :مدرس مساعد,Al-Balqa Applied University,Jordan.

Administrative Experience:
2021 -2022 :Head of the Computer Information Systems Department,Al-Balqa Applied University,Jordan.
2019 -2020 :Assistant Dean of Student Affairs and Assistant Dean for Graduate Studies,Al-Balqa Applied University,Jordan.
2018 -2019 :Assistant Dean for Graduate Studies,Al-Balqa Applied University,Jordan.
2017 -2018 :Assistant Dean of Student Affairs,Al-Balqa Applied University,Jordan.
2001 -2004 :Labratory Supervisor,Al-Balqa Applied University,Jordan.
1999 -2001 :software developer,Eastren Networks,Jordan.

Publications
1- Arabic Clustering Through Advanced Stemming and WordNet-Based Extraction for Water Cycle Cluster ,International Journal of Data Warehousing and Mining (IJDWM), 2024,Vol. 20,no. 1.
2- Ensemble of Deep Features for Breast Cancer Histopathological Image Classification ,The Computer Journal, 2024,Vol. 1,no. 2023.
3- Cryptanalysis of a Tightly-Secure Authenticated Key Exchange without NAXOS Approach Based on Decision Linear Problem ,proceeding of International Conference on Information Technology (ICIT) , 2023,Vol. 2021,no. 1.
4- Development Web-based Arabic Assessments for Deaf and Hard-ofHearing Students ,International Journal of Computer Science and Network Security, 2023,Vol. 22,no. 5.
5- Building Hybrid Stop-Words Technique with Normalization for Pre-Processing Arabic Text ,International Journal of Computer Science and Network Security, 2022,Vol. 22,no. 7.
6- White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems ,Knowledge-based Systems, 2022,Vol. 243,no. 108457.
7- Arabic Text Clustering Methods and Suggested Solutions for Theme-Based Quran Clustering: Analysis of Literature ,Journal of Information Science Theory and Practice, 2021,Vol. 9,no. 4.
8- The Use of Stemming in the Arabic Text and Its Impact on the Accuracy of Classification ,Scientific Programming, 2021,Vol. 2021,no. 11.
9- Word-embedding-based query expansion: Incorporating Deep Averaging Networks in Arabic document retrieval ,Journal of Information Science , 2021,Vol. septmper,no. 0.
10- The Effect of Using Light Stemming for Arabic Text Classification ,International Journal of Advanced Computer Science and Applications, 2021,Vol. 12,no. 5.
11- Word Embeddings-Based Pseudo Relevance Feedback Using Deep Averaging Networks for Arabic Document Retrieval ,Journal of Information Science Theory and Practice, 2021,Vol. 9,no. 2.
12- Binary biogeography-based optimization based SVM-RFE for feature selection ,Applied Soft Computing, 2021,Vol. 101,no. 2021.
13- Arabic Text Light Stemmer ,International Journal of Computing Academic Research (IJCAR), 2019,Vol. 8,no. 2.
14- Error Detection and Correction Using a Genetic Algorithm ,International Journal of Computing Academic Research (IJCAR), 2019,Vol. 8,no. 2.

University Courses Taught
1- Database.
2- Database Design and Management 2.
3- Information Retrieval System.
4- Data Structure.
5- Data Warhouse.
6- Data Mining.
7- AI and its Applications.
8- Database Management Systems.

Master and Phd thesis contributions
Thesis Supervision
التعرف على الوجه باستخدام التعلم العميق ,Al-Balqa Applied University,Master Thesis,2023.
خوارزمية الرياح المدفوعة لأختيار الميزة اعتمادا على مصنف النص العربي ,Al-Balqa Applied University,Master Thesis,2020.
خوارزمية البحث السنجابية لتصنيف البيانات ,Al-Balqa Applied University,Master Thesis,2020.

Conferences and Workshops
# Conference/Workshop Name Conference/Workshop Place Conference/Workshop Date
12021 International Conference on Information Technology (ICIT)Jordan2021/07
2Fourth International Conference on Trends in Computing and Information TechnologyTunisia2019/04


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