التعليم

دكتوراه في علوم الحاسوب - الذكاء الاصطناعي، جامعة سابيينزا - روما، إيطالياا، 2017

ماجستير في علوم الحاسوب، ، جامعة اليرموك، اربد - الأردن، 2005

بكالوريوس في علوم الحاسوب،جامعة اليرموك، اربد - الأردن.، 2003

الاهتمامات البحثية

• Metaheuristic and Optimization Algorithms.
• Machine Learning and Neural Networks.
• Cloud Computing and Scheduling.
• Healthcare Applications.
• Parallel Algorithms for Big Data,
• Intrusion Detection and Cybersecurity,
• Documents Clustering and Classification,
• Ego-Network Analysis and Visualization.
• Recommender Systems and Social Networks.
• Natural Language Processing.

منشورات مختارة

• Alawad, N.A., Abed-alguni, B.H., & Shakhatreh, A.M. (2025). EBAO: An Intrusion Detection Framework for Wireless Sensor Networks Using an Enhanced Binary Aquila Optimizer. Knowledge-Based Systems, In Press. https://doi.org/10.1016/j.knosys.2025.113156

• Abed-alguni, B.H., Alzboun, B.M., & Alawad, N.A. (2024). BOC-PDO: An Intrusion Detection Model Using Binary Opposition Cellular Prairie Dog Optimization Algorithm. Cluster Computing, 27, 14417–14449. https://doi.org/10.1007/s10586-024-04674-2

• Alawad, N.A., Abed-alguni, B.H., & El-ibini, M. (2024). Hybrid Snake Optimizer Algorithm for Solving Economic Load Dispatch Problem with Valve Point Effect. Journal of Supercomputing. https://doi.org/10.1007/s11227-024-06207-5

• Alawad, N.A., Abed-alguni, B.H., & Saleh, I.I. (2023). Improved Arithmetic Optimization Algorithm for Patient Admission Scheduling Problem. Soft Computing. https://doi.org/10.1007/s00500-023-09470-5

• Abu Doush, I., Ahmed, B., Awadallah, M.A., Al-Betar, M.A., & Alawad, N.A. (2024). Improving Multilayer Perceptron Neural Network Using Two Enhanced Moth-Flame Optimizers to Forecast Iron Ore Prices. Journal of Intelligent Systems. https://doi.org/10.1515/jisys-2023-0068

• Gharaibeh, H., Alawad, N.A., Nasayreh, A., et al. (2024). A Novel Binary Modified Beluga Whale Optimization Algorithm Using Ring Crossover and Probabilistic State Mutation for Enhanced Bladder Cancer Diagnosis. Informatics in Medicine Unlocked, 50, 101581. https://doi.org/10.1016/j.imu.2024.101581

• Alawad, N.A., Abed-alguni, B.H., Al-Betar, M.A., et al. (2023). Binary Improved White Shark Algorithm for Intrusion Detection Systems. Neural Computing and Applications, 35, 19427–19451. https://doi.org/10.1007/s00521-023-08772-x

• Abed-alguni, B.H., Alawad, N.A., Al-Betar, M.A., et al. (2023). Opposition-Based Sine Cosine Optimizer Utilizing Refraction Learning and Variable Neighborhood Search for Feature Selection. Applied Intelligence, 53, 13224–13260. https://doi.org/10.1007/s10489-022-04201-z

• Alawad, N.A., & Abed-alguni, B.H. (2021). Distributed Grey Wolf Optimizer for Scheduling of Workflow Applications in Cloud Environments. Applied Soft Computing, 102, 107113. https://doi.org/10.1016/j.asoc.2021.107113
• Alawad, N.A., Abed-alguni, B.H., & Barhoush, M. (2021). Exploratory Cuckoo Search for Solving Single-Objective Optimization Problems. Soft Computing, 25, 10167–10180. https://doi.org/10.1007/s00500-021-05939-3

المؤتمرات

• SIGIR 2016 – 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa, Italy (July 2016) –  “Network-Aware Recommendations of Novel Tweets”.
• ICICS 2023 – The 14th International Conference on Information and Communication Systems (IEEE Jordan Section, Technical Co-Sponsor) – Served as Program Committee Member for the tracks of Data Science and Big Data and Natural Language Processing and Applications.

المواد التدريسية

• Artificial Intelligence

• Data structures and Algorithms

• Computer Organization

• Discrete Mathematics

• Programming Languages:Python, Java, C++

• Object-Oriented Programming

• Problem Solving

• Evolutionary Algorithms

• Human-Computer Interaction

• Graduate Courses: Artificial Intelligence Models, Knowledge Based Systems

العضويات

Editorial Board Member, Humanities & Social Sciences Communications (Springer Nature), Artificial Intelligence.

 

 

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all.

This person’s work contributes towards the following SDG(s):