Dr. Ahmad Abu Shareha

Associate Professor

Major: Computer Science\Artificial Intelligence

Department: Data Science and Artificial Intelligence Department

Faculty: Faculty of Information Technology


Email:

a.abushareha@ammanu.edu.jo

Extention: 2188

Profiles:



COURSES TAUGHT

  • Visual Programming
  • Algorithms
  • Data Structures
  • Data Mining
  • Java Programming
  • Advanced Algorithms
  • Artificial Intelligent and Expert Systems

ACADEMIC RANKS

Rank University Country Date
Associate Professor Al-Ahliyya Amman University Jordan 2023
Assistant Professor World Islamic University of Science and Education Jordan 2013

QUALIFICATION

Degree Institute Specialization Country Date
Phd University of Science Malaysia Computer Science ماليزيا April / 2012
Masters Degree University of Science Malaysia Computer Science ماليزيا August / 2006
Bachelors Degree Al-Albayt University Computer Science الأردن October / 2004

WORK EXPERIENCE

Job Title Institute Time Period
Faculty Member The World Sciences and Education University February / 2021 - September / 2021
Lecturer Al-Ahliyya Amman University September / 2021 - January / Present
Faculty Member Arab Open University September / 2018 - September / 2020
Faculty Member Middle East University September / 2015 - September / 2017
Faculty Member The World Sciences and Education University September / 2013 - September / 2015
Post-Doctoral University of Science Malaysia October / 2012 - September / 2013

RESEARCH INTERESTS

  • Artificial Intelligent: Image Processing, Text Processing, Data Mining, Semantic Web and Knowledge Engineering, and Neurosciences
  • Security: Cryptography and Signcryption
  • Networking: Congestion Control

RESEARCHES AND PUBLICATIONS

  • Fatima Odeh Al-znamat, Adeeb Alsaaidah, Ahmad Abu-Shareha (2025) Malware Detection Using a Modified Bat Algorithm for Feature Selection International Journal of Intelligent Engineering and Systems, 9,18,2025,885 - 899
  • Ahmad Abu-Shareha, Mosleh M. Abualhaj, Mohammad A. Alsharaiah, Adeeb Al-Saaidah, Anusha Achuthan (2025) Diabetes Prediction Through Classification Using Pima Dataset: Survey and Evaluation Journal of Soft Computing and Data Mining (JSCDM), 1,6,2025,1-20
  • Ahmad Adel Abu-Shareha, Mosleh Abualhaj, Abdelrahman Hussein, Adeeb Al-Saaidah, Anusha Achuthan (2025) Investigation of Data Balancing Techniques for Diabetes Prediction Received: January 30, 2025. Revised: February 16, 2025. 610 International Journal of Intelligent Engineering and Systems, 18, 3, 2025, 598-611
  • A Abu-Shareha, M Abualhaj, A Alshahrani, B Al-Kasasbeh (2024) A four-state Markov model for modelling bursty traffic and benchmarking of random early detection International Journal of Data and Network Science, 8, 2, 2024, 1151-1160
  • Ahmad Adel Abu-Shareha, Mosleh M Abualhaj, Mohammad A Alsharaiah, Qusai Y Shambour, Adeeb Al-Saaidah (2024) A New Framework for Evaluating Random Early Detection Using Markov Modulate Bernoulli Process Stationary Distribution International Journal of Intelligent Engineering & Systems, 17, 4, 2024, 957-969
  • Ahmad Adel Abu-Shareha, Mosleh M. Abualhaj, Mohammad A. Alsharaiah, Qusai Y. Shambour, Adeeb Al-Saaidah (2024) A New Framework for Evaluating Random Early Detection Using Markov Modulate Bernoulli Process Stationary Distribution. International Journal of Intelligent Engineering & Systems, 17, 4, 2024, 957-969
  • Ahmad Adel Abu-Shareha, Haneen Qutaishat, Asma Al-Khayat (2024) A Framework for Diabetes Detection Using Machine Learning and Data Preprocessing Journal of Applied Data Sciences, 4,5,2024,1654-1667
  • Lana Al-Dabbas, Ahmad Adel Abu-Shareha (2024) Early Detection of Female Type-2 Diabetes using Machine Learning and Oversampling Techniques Journal of Applied Data Sciences, 5, 3, 1237-1245
  • Qusai Shambour, Mahran Al-Zyoud, Ahmad Abu-Shareha, Mosleh Abualhaj (2023) Medicine Recommender System Based on Semantic and Multi-Criteria Filtering Interdisciplinary Journal of Information, Knowledge, and Management, 18, 1, 2023, 435-457
  • Mohammad A. Alsharaiaha, Ahmad Adel Abu-Shareha, Mosleh Abualhaj, Laith H. Baniata, Omar Adwan, Adeeb Al-saaidah and Majdi Oraiqat (2023) A new phishing-website detection framework using ensemble classification and clustering International Journal of Data and Network Science, 7, 2, 2023, 857-864
  • Qusai Y Shambour, Mosleh M Abualhaj, Ahmad Adel Abu-Shareha (2023) Restaurant Recommendations Based on Multi-Criteria Recommendation Algorithm. JUCS: Journal of Universal Computer Science, 29, 2, 2023,179-200
  • Mosleh M Abualhaj, Ahmad A Abu-Shareha, Sumaya N Al-Khatib, Mahran Al-Zyoud, Adeeb Al Saaidah, Mohammad O Hiari, Mohammad A Alsharaiah (2023) Improving VoIP Bandwidth Utilization Using the PldE Technique Transport and Telecommunication Journal, 24, 3, 2023, 288-296
  • Mosleh M. Abualhaj, Ahmad A. Abu-Shareha, Sumaya N. Al-Khatib (2023) Utilizing Voip Packet Header’s Fields to Save the Bandwidth Transport and Telecommunication Journal, 24, 1, 2023, 33-42
  • Ahmad Adel Abu-Shareha (2022) Integrated Random Early Detection for Congestion Control at the Router Buffer Computer Systems Science and Engineering, 40, 2, 2022, 719-734
  • Ahmad Abu-Shareha, Basil Al-Kasasbeh, Qusai Y Shambour, Mosleh M Abualhaj, Mohmmad Abdalla Alsharaiah, Sumaya N Al-Khatib (2022) Linear Random Early Detection for Congestion Control at the Router Buffer Informatica, 46, 5, 2022, 105-113
  • Qusai Shambour, Abualhaj, Mosleh M, Ahmad Adel Abu-Shareha (2022) A Hotel Recommender System Based on Multi-Criteria Collaborative Filtering Information Technology and Control, 51, 2 2022, 390-402
  • Ahmad Adel Abu-Shareha, Basil Al-Kasasbeh, Qusai Y Shambour, Mosleh M Abualhaj, Sumaya N Al-Khatib (2022) Fuzzy Comprehensive Random Early Detection of Router Congestion Information Technology and Control, 51, 2, 2022, 252-267
  • Mohammad A Alsharaiah, Laith H Baniata, Omar Adwan, Ahmad Adel Abu-Shareha, Mosleh Abu Alhaj, Qasem Kharma, Abdelrahman Hussein, Orieb Abualghanam, Nabeel Alassaf and Mohammad Baniata (2022) Attention-based Long Short Term Memory Model for DNA Damage Prediction in Mammalian Cells International Journal of Advanced Computer Science and Applications, 13, 9, 2022, 91-99
  • Mosleh M. Abualhaj, Ahmad Adel Abu-Shareha, Mohammad O. Hiari, Yousef Alrabanah, Mahran Al-Zyoud, Mohammad A. Alsharaiah (2022) Paradigm for DoS Attack Disclosure using Machine Learning Techniques International Journal of Advanced Computer Science and Applications, 13, 3, 2022, 192, 200
  • Qusai Shambour, Abualhaj, Mosleh M, Ahmad Adel Abu-Shareha (2022) A Trust-Based Recommender System for Personalized Restaurants Recommendation International journal of electrical and computer engineering systems, 13, 4, 2022, 293-299
  • Mohammad A Alsharaiah, Laith H Baniata, Omar Al Adwan, Orieb Abu Alghanam, Ahmad Adel Abu-Shareha, Laith Alzboon, Nedal Mustafa, Mohammad Baniata, (2022) Neural Network Prediction Model to Explore Complex Nonlinear Behavior in Dynamic Biological Network International Journal of Interactive Mobile Technologies, 16, 12, 32-51, 2022
  • Ahmad Adel Abu-Shareha (2022) TOPSIS-based Regression Algorithms Evaluation Journal of Information and Communication Technology, 21, 4, 2022, 513-547
  • Mosleh M Abualhaj, Ahmad Adel Abu-Shareha, Qusai Y Shambour, Sumaya N. Al-Khatib (2022) Novel Method of Reducing the Allocated Bandwidth by Voip Transport and Telecommunication, 23, 3, 2022, 241-251
  • Abualhaj, M.M., Al-Khatib, S.N., Shambour, Q.Y. Y Abu-Shareha, A.A., " A. (2021) n Efficient Method to Enhance IP Telephony Performance in IPV6 Networks Cybernetics and Information Technologies, 21, 4, 2021,145- 157
  • Ahmad Adel Abu-Shareha (2019) Enhanced Random Early Detection using Responsive Congestion Indicators International Journal of Advanced Computer Science and Applications (IJACSA), 10, 3, 2019, 358-367
  • Ahmad Abu-Shareha (2019) Controlling Delay At The Router Buffer Using Modified Random Early Detection International Journal of Computer Networks & Communications (IJCNC), 11, 6, 2019, 63-75
  • Ahmad Abu-Shareha (2019) Ant Colony System Algorithm with Dynamic Pheromone Updating for 0/1 Knapsack Problem International Journal of Intelligent Systems and Applications, 11, 2, 2019, 9-17
  • Ahmad Abu-Shareha (2019) Efficient signcryption scheme based on El-Gamal and Schnorr Multimedia Tools and Applications, 78, 9, 11091-11104, 2019
  • Ahmad Abu-Shareha, Ali Alshahrani (2019) Visual Domain Ontology using OWL Lite for Semantic Image Processing TEMJournal, 8, 2, 372-382
  • Amal Q. Alyahya, Ahmad A. Abu-Shareha (2018) Accuracy Evaluation of Brain Tumor Detection using Entropy-based Image Thresholding International Journal of Information Technology and Computer Science(IJITCS), 10, 3, 2018, 9-17
  • Mosleh M. Abualhaj, Ahmad Adel Abu-Shareha, Mayy M. Al-Tahrawi (2018) FLRED: an efficient fuzzy logic-based network congestion control method Neural Computing and Applications, 30, 3, 2018, 925-935
  • Sadeq AlHamouz, Ahmad Adel Abu-Shareha (2017) Hybrid Classification Approach Using Self-Organizing Map and Back Propagation Artificial Neural Networks for Intrusion Detection 10th International Conference on Developments in eSystems Engineering (DeSE), 1, 1, 2017, 83-87
  • Weichieh Wong, Ahmad Adel Abu-Shareha, Muhammad Fermi Pasha, Rajeswari Mandava (2013) Enhanced local binary pattern for chest X-ray classification IEEE Second International Conference on Image Information Processing (ICIIP), Malaysia, 1,1, 271-275, 2013
  • Ahmad Adel Abu-Shareha, Rajeswari Mandava (2011) Semantics Extraction in Visual Domain based on WordNet Fifth FTRA International Conference on Multimedia and Ubiquitous Engineering, Greece, 1,1, 212-219, 2011
  • Mogana Vadiveloo; Rosni Abdullah; Mandava Rajeswari; Ahmad Adel Abu-Shareha (2011) Image Segmentation with Cyclic Load Balanced Parallel Fuzzy C - Means Cluster Analysis IEEE International Conference on Imaging Systems and Techniques, Malaysia, 1, 1, 2011, 124-129
  • Ahmad Shareha, Manadava Rajeswari, Dhanesh Ramachandram (2009) Two-way Dictionary-based Lexical Ontology Alignment International Conference on Computer Engineering and Application (ICCEA09), 1,1,1,2009

CONFERENCES AND WORKSHOPS

Conference Title Type of Participation Location Date
6th International Conference on Soft Computing and its Engineering Applications, icSoftComp Attendance Bangkok, Thailand December / 2024
10th International Conference on Developments in eSystems Engineering (DeSE) Paper/Poster Paris, France June / 2017
IEEE Second International Conference on Image Information Processing (ICIIP), Malaysia Paper/Poster Malaysia December / 2013
Fifth FTRA International Conference on Multimedia and Ubiquitous Engineering, Greece Paper/Poster Crete, Greece June / 2011
IEEE International Conference on Imaging Systems and Techniques, Malaysia Paper/Poster Malaysia May / 2011
International Conference on Computer Engineering and Application (ICCEA09) Paper/Poster Manila, Philippines June / 2009

THESIS SUPERVISION

Title Location Date
Enhancing Pigeon–Inspired Optimization for Detecting DoS Attacks, 2025 Al-Ahliyya Amman University 2025
Increasing data hiding capacity in images using selected pixels Al-Ahliyya Amman University 2025
Android Malware Detection Using a Modified Dwarf Mongoose Algorithm Al-Ahliyya Amman University 2025

AWARDS AND SCHOLARSHIP

Title Location Date
Best Paper Award AFMS 2010, Korea 2010
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