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 OverView
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Dr. Abdelaziz I. Hammouri earned his BSc in Information Technology from Al-Balqa Applied University, Jordan, and his MSc degree in Computer Science from the same institution. He completed his PhD in Computer Science at the National University of Malaysia (UKM). Currently, he serves as an Associate Professor in the Department of Computer Science at Al-Balqa Applied University, Jordan. His research focuses on Artificial Intelligence and Operations Research, with a specialization in meta-heuristic algorithms for optimization problems. These areas encompass various real-world applications, including university timetabling, job shop scheduling, patient admission problems, data clustering, feature selection, and classification problems. Additionally.
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 Research Intersets:
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Artificial intelligence and optimization methods, metaheuristic, combinatorial optimization problems, scheduling and timetabling problems, patient admission scheduling problems, aircraft landing problems, traveling salesman problems, data mining, data classification, data clustering, feature selection
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 Qualifications
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Degree
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University
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Specialization
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Graduation year
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| 1 | PHD | The National University of Malaysia | Computer Science | 2015 | | 2 | MASTER DEGREE | Al-Balqa Applied University | Computer Science | 2005 | | 3 | BACHELOR'S DEGREE | Al-Balqa Applied University | Information Technology | 2002 |
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 Publications
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1- Binary Horse herd optimization algorithm with crossover operators for feature selection ,Computers in Biology and Medicine, 12,Vol. 141,no. 2022.
2- Intrusion detection for the internet of things (IoT) based on the emperor penguin colony optimization algorithm ,Journal of Ambient Intelligence and Humanized Computing, 09/2022,Vol. 14,no. .
3- An improved Dragonfly Algorithm for feature selection ,Knowledge-Based Systems, 09/2020,Vol. 203,no. .
4- Binary B-hill climbing optimizer with S-shape transfer function for feature selection ,Journal of Ambient Intelligence and Humanized Computing, 08/2020,Vol. 12,no. .
5- Feature Selection based nature inspired Capuchin Search Algorithm for solving classification problems ,Expert Systems with Applications, 08,Vol. 235,no. 2024.
6- Improved versions of snake optimizer for feature selection in medical diagnosis: a real case COVID-19 ,Soft Computing, 08,Vol. 27,no. 2023.
7- An improved hybrid chameleon swarm algorithm for feature selection in medical diagnosis ,Biomedical Signal Processing and Control, 06,Vol. 85,no. 2023.
8- Tornado optimizer with Coriolis force: a novel bio-inspired meta-heuristic algorithm for solving engineering problems ,Artificial Intelligence Review, 05,Vol. 58,no. 2025.
9- Improved Dwarf Mongoose Optimization Algorithm for Feature Selection: Application in Software Fault Prediction Datasets ,Journal of Bionic Engineering, 05,Vol. 21,no. .
10- A binary hybrid sine cosine white shark optimizer for feature selection ,Cluster computing-the journal of networks software tools and applications, 04/2024,Vol. 27,no. .
11- Healthcare scheduling in optimization context: a review ,Health and Technology, 04/2021,Vol. 11,no. .
12- Binary biogeography-based optimization based SVM-RFE for feature selection ,Applied Soft Computing, 03/2021,Vol. 101,no. .
13- Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques ,Cluster computing-the journal of networks software tools and applications, 02/2023,Vol. 27,no. .
14- Discrete flower pollination algorithm for patient admission scheduling problem ,Computers in Biology and Medicine, 02/2022,Vol. 141,no. .
15- White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems ,Knowledge-Based Systems, 02/2022,Vol. 243,no. .
16- The effect of different stopping criteria on multi-objective optimization algorithms ,Neural Computing and Applications, 02/2021,Vol. 35,no. .
17- A non-convex economic load dispatch problem using chameleon swarm algorithm with roulette wheel and levy flight methods , Applied Intelligence, 01/2023,Vol. 53,no. .
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 University Courses Taught
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1- Object Oriented Programming.
2- Internet Application Programming.
3- Web Applications and Services.
4- Web Application Development.
5- Field training for computer science students.
6- Data Structures Lab.
7- Java Programming Lab.
8- Visual programming and graphical interfaces.
9- Discrete structures and mathematics.
10- Data Structures.
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 Master and Phd thesis contributions
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Thesis Supervision
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 Electric Eel Foraging Optimization Algorithm for Feature Selection Problem.,Al-Balqa Applied University,Master Thesis,2025/2024.
A Swarm-Based Algorithm for Solving Economic Load Dispatch Problem ,Al-Balqa Applied University,Master Thesis,2019/2018.
Using Meta-Heuristic Optimization Algorithm for Solving Vehicle Routing Problem ,Al-Balqa Applied University,Master Thesis,2019/2018.
A dragonfly algorithm for solving traveling salesman problem ,Al-Balqa Applied University,Master Thesis,2018/2017.
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Thesis Defense Committee Membership
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 Squirrel Search Algorithm for Data Classification ,Al-Balqa Applied University,Master Thesis,2022/2021.
An Artificial Intelligence Based Model for the Detection and Protection of Sensitive Information ,Al-Balqa Applied University,Master Thesis,2022/2021.
An efficient virtual machine scheduling approach in cloud computing ,Al-Balqa Applied University,Master Thesis,2020/2019.
Autonomous driving system for express bus using robot operating system ,Al-Balqa Applied University,Master Thesis,2019/2018.
Flower pollination algorithm with an artificial neural network for solving classification problems ,Al-Balqa Applied University,Master Thesis,2017/2016.
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