Multi-objective power scheduling problem in smart homes using grey wolf optimiser. - Sharif Naser Makhadmeh; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim (J. Ambient Intell. Humaniz. Comput., 2019)

EEG Signals Denoising Using Optimal Wavelet Transform Hybridized With Efficient Metaheuristic Methods. - Zaid Abdi Alkareem Alyasseri; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Ammar Kamal Abasi; Sharif Naser Makhadmeh (IEEE Access, 2020)

Link-based multi-verse optimizer for text documents clustering. - Ammar Kamal Abasi; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim; Sharif Naser Makhadmeh; Zaid Abdi Alkareem Alyasseri (Appl. Soft Comput., 2020)

A novel hybrid multi-verse optimizer with K-means for text documents clustering. - Ammar Kamal Abasi; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim; Zaid Abdi Alkareem Alyasseri; Sharif Naser Makhadmeh (Neural Comput. Appl., 2020)

An ensemble topic extraction approach based on optimization clusters using hybrid multi-verse optimizer for scientific publications. - Ammar Kamal Abasi; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim; Zaid Abdi Alkareem Alyasseri; Sharif Naser Makhadmeh (J. Ambient Intell. Humaniz. Comput., 2021)

Gene selection for microarray data classification based on Gray Wolf Optimizer enhanced with TRIZ-inspired operators. - Osama Ahmad Alomari; Sharif Naser Makhadmeh; Mohammed Azmi Al-Betar; Zaid Abdi Alkareem Alyasseri; Iyad Abu Doush; Ammar Kamal Abasi; Mohammed A. Awadallah 001; Raed Abu Zitar (Knowl. Based Syst., 2021)

A novel ensemble statistical topic extraction method for scientific publications based on optimization clustering. - Ammar Kamal Abasi; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim; Sharif Naser Makhadmeh; Zaid Abdi Alkareem Alyasseri (Multim. Tools Appl., 2021)

An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation. - Ayat Alrosan; Waleed Alomoush; Norita Md Norwawi; Mohammed Alswaitti; Sharif Naser Makhadmeh (Neural Comput. Appl., 2021)

A novel hybrid grey wolf optimizer with min-conflict algorithm for power scheduling problem in a smart home. - Sharif Naser Makhadmeh; Ahamad Tajudin Khader; Mohammed Azmi Al-Betar; Syibrah Naim; Ammar Kamal Abasi; Zaid Abdi Alkareem Alyasseri (Swarm Evol. Comput., 2021)

EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer. - Zaid Abdi Alkareem Alyasseri; Osama Ahmad Alomari; Sharif Naser Makhadmeh; Seyedali Mirjalili; Mohammed Azmi Al-Betar; Salwani Abdullah; Nabeel Salih Ali; João P. Papa; Douglas Rodrigues; Ammar Kamal Abasi (IEEE Access, 2022)

Improved Reptile Search Optimization Algorithm Using Chaotic Map and Simulated Annealing for Feature Selection in Medical Field. - Zenab Mohamed Elgamal; Aznul Qalid Md Sabri; Mohammad Tubishat; Dina Tbaishat; Sharif Naser Makhadmeh; Osama Ahmad Alomari (IEEE Access, 2022)

A Hybrid White Shark Equilibrium Optimizer for Power Scheduling Problem Based IoT. - Sharif Naser Makhadmeh; Mohammed Azmi Al-Betar; Khaled Assaleh 001; Sofian Kassaymeh (IEEE Access, 2022)

A novel link-based Multi-objective Grey Wolf Optimizer for Appliances Energy Scheduling Problem. - Sharif Naser Makhadmeh; Ammar Kamal Abasi; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Iyad Abu Doush; Zaid Abdi Alkareem Alyasseri; Osama Ahmad Alomari (Clust. Comput., 2022)

Review on COVID-19 diagnosis models based on machine learning and deep learning approaches. - Zaid Abdi Alkareem Alyasseri; Mohammed Azmi Al-Betar; Iyad Abu Doush; Mohammed A. Awadallah 001; Ammar Kamal Abasi; Sharif Naser Makhadmeh; Osama Ahmad Alomari; Karrar Hameed Abdulkareem; Afzan Adam; Robertas Damasevicius; Mazin Abed Mohammed; Raed Abu Zitar (Expert Syst. J. Knowl. Eng., 2022)

CCSA: Cellular Crow Search Algorithm with topological neighborhood shapes for optimization. - Mohammed A. Awadallah 001; Mohammed Azmi Al-Betar; Iyad Abu Doush; Sharif Naser Makhadmeh; Zaid Abdi Alkareem Alyasseri; Ammar Kamal Abasi; Osama Ahmad Alomari (Expert Syst. Appl., 2022)

A hybrid flower pollination with β-hill climbing algorithm for global optimization. - Zaid Abdi Alkareem Alyasseri; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Sharif Naser Makhadmeh; Ammar Kamal Abasi; Iyad Abu Doush; Osama Ahmad Alomari (J. King Saud Univ. Comput. Inf. Sci., 2022)

Backpropagation Neural Network optimization and software defect estimation modelling using a hybrid Salp Swarm optimizer-based Simulated Annealing Algorithm. - Sofian Kassaymeh; Mohamad M. Al-Laham; Mohammed Azmi Al-Betar; Mohammed Alweshah; Salwani Abdullah; Sharif Naser Makhadmeh (Knowl. Based Syst., 2022)

Recent advances of bat-inspired algorithm, its versions and applications. - Zaid Abdi Alkareem Alyasseri; Osama Ahmad Alomari; Mohammed Azmi Al-Betar; Sharif Naser Makhadmeh; Iyad Abu Doush; Mohammed A. Awadallah 001; Ammar Kamal Abasi; Ashraf Elnagar (Neural Comput. Appl., 2022)

Recent advances in multi-objective grey wolf optimizer, its versions and applications. - Sharif Naser Makhadmeh; Osama Ahmad Alomari; Seyedali Mirjalili; Mohammed Azmi Al-Betar; Ashraf Elnagar (Neural Comput. Appl., 2022)

Island neighboring heuristics harmony search algorithm for flow shop scheduling with blocking. - Iyad Abu Doush; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Zaid Abdi Alkareem Alyasseri; Sharif Naser Makhadmeh; Mohammed El-Abd (Swarm Evol. Comput., 2022)

Hybrid multi-verse optimizer with grey wolf optimizer for power scheduling problem in smart home using IoT. - Sharif Naser Makhadmeh; Ammar Kamal Abasi; Mohammed Azmi Al-Betar (J. Supercomput., 2022)

Bare-Bones Based Salp Swarm Algorithm for Text Document Clustering. - Mohammed Azmi Al-Betar; Ammar Kamal Abasi; Ghazi Al-Naymat; Kamran Arshad; Sharif Naser Makhadmeh (IEEE Access, 2023)

Boosting the training of neural networks through hybrid metaheuristics. - Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Iyad Abu Doush; Osama Ahmad Alomari; Ammar Kamal Abasi; Sharif Naser Makhadmeh; Zaid Abdi Alkareem Alyasseri (Clust. Comput., 2023)

Optimization of scientific publications clustering with ensemble approach for topic extraction. - Mohammed Azmi Al-Betar; Ammar Kamal Abasi; Ghazi Al-Naymat; Kamran Arshad; Sharif Naser Makhadmeh (Scientometrics, 2023)

Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm. - Salam Fraihat; Sharif Naser Makhadmeh; Mohammed Awad; Mohammed Azmi Al-Betar; Aneesa Al Redhaei (Internet Things, 2023)

Archive-based coronavirus herd immunity algorithm for optimizing weights in neural networks. - Iyad Abu Doush; Mohammed A. Awadallah 001; Mohammed Azmi Al-Betar; Osama Ahmad Alomari; Sharif Naser Makhadmeh; Ammar Kamal Abasi; Zaid Abdi Alkareem Alyasseri (Neural Comput. Appl., 2023)

An efficient convergence-boosted salp swarm optimizer-based artificial neural network for the development of software fault prediction models. - Mohamad M. Al-Laham; Sofian Kassaymeh; Mohammed Azmi Al-Betar; Sharif Naser Makhadmeh; Dheeb Albashish; Mohammed Alweshah (Comput. Electr. Eng., 2023)

An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering. - Sofian Kassaymeh; Salwani Abdullah; Mohammed Azmi Al-Betar; Mohammed Alweshah; Amer Abu Salem; Sharif Naser Makhadmeh; Mohammad Atwah Al-Ma'aitah (Artif. Intell. Rev., 2023)

Feedforward neural network-based augmented salp swarm optimizer for accurate software development cost forecasting. - Mohammed Azmi Al-Betar; Sofian Kassaymeh; Sharif Naser Makhadmeh; Salam Fraihat; Salwani Abdullah (Appl. Soft Comput., 2023)

Digital image watermarking using discrete cosine transformation based linear modulation. - Waleed Alomoush; Osama Ahmed Khashan; Ayat Alrosan; Hani H. Attar; Ammar Almomani; Fuad Alhosban; Sharif Naser Makhadmeh (J. Cloud Comput., 2023)

Digital Forensics Meets Blockchain: Enhancing Evidence Authenticity and Traceability. - Salam Al-E'mari; Yousef K. Sanjalawe; Sharif Naser Makhadmeh; Hamzah Alqudah (ICCR, 2024)

AI-Driven Solutions for Social Engineering Attacks: Detection, Prevention, and Response. - Hussam N. Fakhouri; Basim Alhadidi; Khalil Omar; Sharif Naser Makhadmeh; Faten Hamad; Niveen Z. Halalsheh (ICCR, 2024)

Marine Predators Algorithm for Energy Scheduling Problem Using Renewable Energy. - Sharif Naser Makhadmeh; Ammar Kamal Abasi; Mohammed Azmi Al-Betar (ICCR, 2024)

A Modified White Shark Optimizer for Gene Selection Optimization Problem. - Sharif Naser Makhadmeh; Hussam N. Fakhouri; Mohammed Azmi Al-Betar (ICCR, 2024)

Intrusion Detection System using Modified Arithmetic Optimization Algorithm for Large-scale IoT. - Sharif Naser Makhadmeh; Yousef K. Sanjalawe; Hussam N. Fakhouri (ICCR, 2024)

Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review. - Sharif Naser Makhadmeh; Mohammed Azmi Al-Betar; Iyad Abu Doush; Mohammed A. Awadallah 001; Sofian Kassaymeh; Seyedali Mirjalili; Raed Abu Zitar (IEEE Access, 2024)

Elk herd optimizer: a novel nature-inspired metaheuristic algorithm. - Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Malik Shehadeh Braik; Sharif Naser Makhadmeh; Iyad Abu Doush (Artif. Intell. Rev., 2024)

Equilibrium optimizer: a comprehensive survey. - Mohammed Azmi Al-Betar; Iyad Abu Doush; Sharif Naser Makhadmeh; Ghazi Al-Naymat; Osama Ahmad Alomari; Mohammed A. Awadallah 001 (Multim. Tools Appl., 2024)

EEG Channel Selection for Stroke Patient Rehabilitation Using BAT Optimizer. - Mohammed Azmi Al-Betar; Zaid Abdi Alkareem Alyasseri; Noor Kamal Al-Qazzaz; Sharif Naser Makhadmeh; Nabeel Salih Ali; Christoph Guger (Algorithms, 2024)

Hybrid Four Vector Intelligent Metaheuristic with Differential Evolution for Structural Single-Objective Engineering Optimization. - Hussam N. Fakhouri; Ahmad Sami Al-Shamayleh; Abdelraouf Ishtaiwi; Sharif Naser Makhadmeh; Sandi N. Fakhouri; Faten Hamad (Algorithms, 2024)

A review of Artificial Intelligence methods in bladder cancer: segmentation, classification, and detection. - Ayah Bashkami; Ahmad Nasayreh; Sharif Naser Makhadmeh; Hasan Gharaibeh; Ahmed Ibrahim Alzahrani 001; Ayed Alwadain; He-Ming Jia; Absalom E. Ezugwu; Laith Abualigah (Artif. Intell. Rev., 2024)

A crossover-integrated Marine Predator Algorithm for feature selection in intrusion detection systems within IoT environments. - Sharif Naser Makhadmeh; Salam Fraihat; Mohammed Awad; Yousef K. Sanjalawe; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001 (Internet Things, 2025)

A novel binary Stellar Oscillation Optimizer for feature selection optimization problems. - Ali Rodan; Sharif Naser Makhadmeh; Yousef K. Sanjalawe; Rizik M. H. Al-Sayyed; Mohammed Azmi Al-Betar (Intell. Syst. Appl., 2025)

A Review of 6G and AI Convergence: Enhancing Communication Networks With Artificial Intelligence. - Yousef K. Sanjalawe; Salam Fraihat; Salam Al-E'mari; Mosleh M. Abu-Alhaj; Sharif Naser Makhadmeh; Emran Alzubi (IEEE Open J. Commun. Soc., 2025)

A hybrid bat and grey wolf optimizer for gene selection in cancer classification. - Dina Tbaishat; Mohammad Tubishat; Sharif Naser Makhadmeh; Osama Ahmad Alomari (Knowl. Inf. Syst., 2025)

Mitigating the task scheduling problem in fog computing environments using improved marine predators optimization algorithm. - Khaled Houssam Mahfouz; Mohammed Azmi Al-Betar; Sharif Naser Makhadmeh (Computing, 2025)

Recent advances in secretary bird optimization algorithm, its variants and applications. - Yousef K. Sanjalawe; Salam Al-E'mari; Mosleh M. Abu-Alhaj; Sharif Naser Makhadmeh; Mohammad A. Alsharaiah; Duaa H. Hijazi (Evol. Intell., 2025)

AI-driven job scheduling in cloud computing: a comprehensive review. - Yousef K. Sanjalawe; Salam Al-E'mari; Salam Fraihat; Sharif Naser Makhadmeh (Artif. Intell. Rev., 2025)

An enhanced method for intrusion detection systems in IoT environment. - Qusay M. Alzubi; Yousef K. Sanjalawe; Sharif Naser Makhadmeh; Hussam N. Fakhouri (Clust. Comput., 2025)