الملف الأكاديمي

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Research Intersets
Qualifications
Experiences
Publications
University Courses Taught
Refrences
Dr. Amaal Rateb Mohammad Shorman
Specialized in the fields of Internet of Things and machine learning, I have gained extensive experience during my Ph.D. studies and possess the ability to innovate machine learning-based solutions to address IoT challenges.
ASSISTANT PROFESSOR
AL-HUSON UNIVERSITY COLLEGE
https://www.bau.edu.jo/user/@amal.shorman
 Major: Computer Science
 Minor: Internet of Things
 amal.shorman@bau.edu.jo
 0779051498
عربي
ORCID ID: https://orcid.org/0009-0002-3013-9268
WoS: https://www.webofscience.com/wos/author/record/KGM-3105-2024
Scopus Author ID: 57205217881
Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=57205217881
Researcher ID: 2003022
Google Scholar: https://scholar.google.com/citations?hl=en&user=TRSItzIAAAAJ

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Dr. Amaal Rateb Shorman holds a Ph.D. in Computer Science with a specialization on the Internet of Things from The University of Jordan (2022). She also earned a master's degree from New Mexico State University, USA (2012), and a bachelor's degree from Jordan University of Science and Technology, Jordan (2006). Dr. Shorman has served as a Teaching and Research Assistant at New Mexico State University and is currently an Assistant Professor at Al-Balqa Applied University, Jordan, having previously held the same position at Jadara University, Jordan.
Her research interests span Artificial Intelligence, Machine Learning, Data Science, Internet of Things, Security, and Cybersecurity. Dr. Shorman has made significant contributions to these fields through her publications in esteemed journals and conference proceedings. She has been recognized for her academic excellence, receiving the Academic Excellence Scholarship for the highest GPA in her Ph.D. program at The University of Jordan and the Top Tawjihi Student at Brigade Level Scholarship for achieving the highest Tawjihi average score at Al Mazar brigade level.
For further inquiries regarding her research or potential collaborations, Dr. Shorman can be contacted at amal.shorman@bau.edu.jo.

Research Intersets:
Internet of Things, Security, Intrusion Detection System, Artificial Intelligence, Data Science, Machine learning, and Feature Selection.

Qualifications
# Degree University Specialization Graduation year
1PHDUniversity of JordanComputer Science2022
2MASTER DEGREENew Mexico State UniversityComputer Science2012
3BACHELOR'S DEGREEJordan University of Science and TechnologyComputer Science and Information Systems2006

Experiences
Academic Experience:
2023 -2023 :Assistant Professor,Jadara University,Jordan.
2023 -Current :Assistant Professor,Al- Balqa Applied University, Huson College,Jordan.
2016 -2022 :Research and Teaching Assistant,Jordan University,Jordan.
2013 -2015 :Full Time lecturer,Taibah University,Saudi Arabia.
2012 -2013 :Part Time lecturer,Jordan University of Science and Technology,Jordan.
2009 -2012 :Research and Teaching Assistant,New Mexico State University,Jordan.
2006 -2008 :Teaching Assistant,Jordan University of Science and Technology,Jordan.

Administrative Experience:
2019 -2023 :Head of Computer Science Department,New Mazar Municipality,Jordan.

Publications
1- Adaptive Intrusion Detection for IoT Networks using Artificial Immune System Techniques: A Comparative Study ,Journal of Robotics and Control (JRC), 2025,Vol. 6,no. 2.
2- Exploring the Dynamics of Providing Cognition Using a Computational Model of Cognitive Insomnia ,IAES International Journal of Artificial Intelligence (IJ-AI), 2025,Vol. 1,no. 14.
3- New Arabic Root Extraction Algorithm , International Journal of Advanced Computer Science and Applications, 2023,Vol. 14,no. 5.
4- Supervised detection of IoT botnet attacks ,Proceedings of the Second International Conference on Data Science, E-Learning and Information Systems, 2019,Vol. ,no. .
5- Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection , Journal of Ambient Intelligence and Humanized Computing, 2019,Vol. 11,no. 7.
6- Performance improvement of double data encryption standard algorithm using parallel computation ,International Journal of Computer Applications, 2018,Vol. 179,no. 15.
7- The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers. ,Proceedings of International Joint Conference on Computational Intelligence, 2018,Vol. 1,no. .
8- An Adaptive Fractal Image Steganography Using Mandelbrot and Linear Congruent Generator ,International Journal of Communication Networks and Information Security, 2013,Vol. 15,no. 3.

University Courses Taught
1- Introduction to Information Security.
2- Introduction To Computer Programming.
3- Computer Skills (2) for Humanities College.
4- Database Design and Management.
5- Computer Skills.
6- Introduction to Internet of Things.
7- Graduation Project for Computer Science Students.

Refrences
Prof. Dr. Ibrahim Jarrah-The University of Jordan ,aljarah@ju.edu.jo.
Prof. Dr. Bassam Hammo-The University of Jordan ,b.hammo@ju.edu.jo.
Prof. Dr. Hossam Omar Faris-The University of Jordan ,hossam.faris@ju.edu.jo.
Prof. Dr. Enrico Pontelli-New Mexico State University ,epontell@cs.nmsu.edu.


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