| A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and | Bilal Abed-alguni, Stephan Chalup, Frans Henskens and David Paul | Vietnam Journal of Computer Science | 2(4), 213-226. | | 2015 |
| A Comparison Study of Cooperative Q-learning Algorithms for Independent Learners | Bilal Abed-alguni, David Paul, Stephan Chalup and Frans Henskens | International Journal of Artificial Intelligence | 14(1), 71-93. | | 2016 |
| Erratum to: A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, | Bilal Abed-alguni, Stephan Chalup, Frans Henskens and David Paul | Vietnam Journal of Computer Science | 2(4), 213-226 | | 2015 |
| Novel Selection Schemes for Cuckoo Search | Bilal H. Abed-alguni and Faisal Alkhateeb | Arabian Journal for Science and Engineering | 3 | Springer | 22/6/2017 |
| BAT Q-LEARNING ALGORITHM | Bilal H. Abed-alguni | Jordanian Journal of Computers and Information Technology (JJCIT) | 3 | Princess Sumaya University for Technology | 2017 |
| A Hybrid Cuckoo Search and Simulated Annealing Algorithm | Alkhateeb, Faisal and Abed-alguni, Bilal H | Journal of Intelligent Systems | ---- | De Gruyter | 2017 |
| Action-Selection Method for Reinforcement Learning Based on Cuckoo Search Algorithm | Abed-alguni, Bilal H | Arabian Journal for Science and Engineering | 0 | Springer Berlin Heidelberg | 2017 |
| Intelligent Hybrid Cuckoo Search and ß-hill Climbing Algorithm | Abed-alguni, Bilal H and Alkhateeb, Faisal | Journal of King Saud University - Computer and Information Sciences | 0 | Elsevier | 2018 |
| Hybrid Whale Optimization and ß-hill Climbing Algorithm | Abed-alguni, Bilal H and Klaib, Ahmad F | International Journal of Computing Science and Mathematics | 0 | Inderscience | 2018 |
| Double Delayed Q-learning | Abed-alguni, Bilal H and Ottom, Mohammad Ashraf | International Journal of Artificial Intelligence™ | 0 | ---- | 2018 |
| Distributed Grey Wolf Optimizer For Numerical Optimization Problems | Bilal H. Abed-alguni, Malek Barhoush | Jordanian Journal of Computers and Information Technology | 4 | Princess Sumaya University for Technology | 2018 |
| Hybridizing the Cuckoo Search Algorithm with Different Mutation Operators for Numerical Optimization Problems | Bilal H Abed-alguni, David J Paul | Journal of Intelligent Systems | ---- | De Gruyter | 2018 |
| Island-based cuckoo search with highly disruptive polynomial mutation | Abed-alguni, Bilal H | International Journal of Artificial Intelligence | 17 | ---- | 2019 |
| Island-based whale optimisation algorithm for continuous optimisation problems | Abed-Alguni, Bilal H and Klaib, Ahmad F and Nahar, Khalid MO | International Journal of Reasoning-based Intelligent Systems | 11 | Inderscience Publishers (IEL) | 2019 |
| Discrete island-based cuckoo search with highly disruptive polynomial mutation and opposition-based learning strategy for scheduling of workflow applications in cloud environments | Alawad, Noor Aldeen and Abed-alguni, Bilal H | Arabian Journal for Science and Engineering | 46 | Springer | 2021 |
| Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments | Bilal H Abed-Alguni, Noor Aldeen Alawad | Applied Soft Computing | 102 | ---- | 2021/4/1 |
| Exploratory cuckoo search for solving single-objective optimization problems | Abed-alguni, Bilal H and Alawad, Noor Aldeen and Barhoush, Malek and Hammad, Rafat | Soft Computing | 25 | Springer | 2021 |
| Discrete hybrid cuckoo search and simulated annealing algorithm for solving the job shop scheduling problem | Alkhateeb, Faisal and Abed-alguni, Bilal H and Al-rousan, Mohammad Hani | The Journal of Supercomputing | 78 | Springer | 2022 |
| Discrete Jaya with refraction learning and three mutation methods for the permutation flow shop scheduling problem | Alawad, Noor Aldeen and Abed-alguni, Bilal H | The Journal of Supercomputing | 78 | Springer | 2022 |
| A semantic-based approach for managing healthcare big data: a survey | Hammad, Rafat and Barhoush, Malek and Abed-Alguni, Bilal H | Journal of Healthcare Engineering | 2020 | Hindawi | 2020 |
| Island-based Cuckoo Search with elite opposition-based learning and multiple mutation methods for solving optimization problems | Abed-alguni, Bilal H and Paul, David | Soft Computing | 26 | Springer | 2022 |
| DES22: DES-BASED ALGORITHM WITH IMPROVED SECURITY | Barhoush, Malek M and Abed-Alguni, Bilal H and Hammad, Rafat and Al-Fawa'reh, Mohammad and Hassan, Rana N | Jordanian Journal of Computers and Information Technology (JJCIT) | 8 | ---- | 2022 |
| Improved Salp swarm algorithm for solving single-objective continuous optimization problems | Abed-Alguni, Bilal H and Paul, David and Hammad, Rafat | Applied Intelligence | ---- | Springer | 2022 |
| Opposition-based sine cosine optimizer utilizing refraction learning and variable neighborhood search for feature selection | Abed-Alguni, Bilal H and Alawad, Noor Aldeen and Al-Betar, Mohammed Azmi and Paul, David | Applied Intelligence | ---- | Springer | 2022 |
| EBAO: An Intrusion Detection Framework for Wireless Sensor Networks Using an Enhanced Binary Aquila Optimizer | Alawad, Noor Aldeen and Abed-alguni, Bilal H and Shakhatreh, Ala Mohammad | Knowledge-Based Systems | ---- | Elsevier | 2025 |
| AOAFS: A Malware Detection System Using an Improved Arithmetic Optimization Algorithm | Rafat, Alshorman and Abed-alguni, Bilal H and Alqudah, Yaqeen E | Technologies | 13 | MDPI AG | 2025 |
| Bi-objective feature selection in high-dimensional datasets using improved binary chimp optimization algorithm | Al-qudah, Nour Elhuda A and Abed-alguni, Bilal H and Barhoush, Malek | International Journal of Machine Learning and Cybernetics | 15 | Springer | 2024 |
| BOC-PDO: An intrusion detection model using binary opposition cellular prairie dog optimization algorithm | Abed-alguni, Bilal H and Alzboun, Basil M and Alawad, Noor Aldeen | Cluster Computing | 27 | Springer | 2024 |
| Hybrid snake optimizer algorithm for solving economic load dispatch problem with valve point effect | Alawad, Noor Aldeen and Abed-alguni, Bilal H and El-ibini, Misaa | The Journal of Supercomputing | 80 | Springer | 2024 |
| Improved arithmetic optimization algorithm for patient admission scheduling problem | Alawad, Noor Aldeen and Abed-alguni, Bilal H and Saleh, Israa I | Soft Computing | 28 | Springer | 2024 |
| IBJA: An improved binary DJaya algorithm for feature selection | Abed-alguni, Bilal H and Al-Jarah, Saqer Hamzeh | Journal of Computational Science | 75 | Elsevier | 2024 |
| Improved discrete salp swarm algorithm using exploration and exploitation techniques for feature selection in intrusion detection systems | Barhoush, Malek and Abed-alguni, Bilal H and Al-qudah, Nour Elhuda A | The Journal of Supercomputing | 79 | Springer | 2023 |
| Binary improved white shark algorithm for intrusion detection systems | Alawad, Noor Aldeen and Abed-alguni, Bilal H and Al-Betar, Mohammed Azmi and Jaradat, Ameera | Neural Computing and Applications | 35 | Springer | 2023 |
| A Semantic-Based Approach for Managing Healthcare Big Data: A Survey | ---- | ---- | ---- | Journal of Healthcare Engineering | 2020-11-23 00:00:00 |
| Exploratory Cuckoo Search for Solving Single-objective Optimization Problems
| ---- | ---- | ---- | Soft Computing | 2021-06-12 00:00:00 |
| Discrete Hybrid Cuckoo Search and Simulated Annealing Algorithm for Solving the Job Shop Scheduling Problem | ---- | ---- | 78 | The Journal of Supercomputing | 2021-09-10 00:00:00 |
| DES22: DES-BASED ALGORITHM WITH
IMPROVED SECURITY
| ---- | ---- | 8 | Jordanian Journal of Computers and Information Tec | 2022-03-01 00:00:00 |
| Improved Discrete Salp Swarm Algorithm Using Exploration and Exploitation Techniques for Feature Selection in Intrusion Detection Systems
| ---- | ---- | ---- | Journal of Supercomputing | 2023-06-19 00:00:00 |
| IBJA: An improved binary DJaya algorithm for feature selection | ---- | ---- | 75 | Journal of Computational Science | 2023-12-14 00:00:00 |
| Improved arithmetic optimization algorithm for patient admission scheduling problem | ---- | ---- | 28 | Soft Computing | 2023-12-16 00:00:00 |
| Hybrid Snake Optimizer Algorithm for Solving Economic Load Dispatch Problem with Valve Point Effect | ---- | ---- | 80 | Journal of Supercomputing | 2024-05-26 00:00:00 |
| BOC-PDO: an intrusion detection model using binary opposition cellular prairie dog optimization algorithm | ---- | ---- | 27 | Cluster Computing | 2024-07-20 00:00:00 |
| Bi-objective feature selection in high-dimensional datasets using improved binary chimp optimization algorithm
| ---- | ---- | 15 | International Journal of Machine Learning and Cybe | 2024-08-10 00:00:00 |
| EBAO: An intrusion detection framework for wireless sensor networks using an enhanced binary Aquila Optimizer | ---- | ---- | 312 | Knowledge-Based Systems | 2025-02-11 00:00:00 |
| AOAFS: A Malware Detection System Using an Improved Arithmetic Optimization Algorithm | ---- | ---- | 13 | Technologies | 2025-04-04 00:00:00 |
| EvoMapX: An explainable framework for metaheuristic optimization algorithms | Bilal H Abed-Alguni | Expert Systems with Applications | 298 | ---- | 1/3/2026 |
| EvoMapX: An explainable framework for metaheuristic optimization algorithms | ---- | ---- | 298 | Expert Systems with Applications | 2025-09-01 00:00:00 |
| BIARO: an improved artificial rabbit optimization algorithm for feature selection in high-dimensional data | ---- | ---- | 28 | Cluster Computing | 2025-09-22 00:00:00 |