Mohammed A. Awadallah

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 62

Top Topics

Medical Diagnosis

Search Algorithm

Top Venues

Neural Comput. Appl.

Expert Syst. Appl.

J. Intell. Syst.

Publications

Malik Sh. Braik, Mohammed A. Awadallah, Osama M. Dorgham, Heba Al-Hiary, Mohammed Azmi Al-Betar
Applications of dynamic feature selection based on augmented white shark optimizer for medical diagnosis. Expert Syst. Appl. 257 (2024)
Iyad Abu Doush, Basem H. Ahmed, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Noor Aldeen Alawad
Improving multilayer perceptron neural network using two enhanced moth-flame optimizers to forecast iron ore prices. J. Intell. Syst. 33 (1) (2024)
Lamees Mohammad Dalbah, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Jaya clustering-based algorithm for multiobjective IoV network routing optimization. Soft Comput. 28 (6) (2024)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Malik Shehadeh Braik, Sharif Naser Makhadmeh, Iyad Abu Doush
Elk herd optimizer: a novel nature-inspired metaheuristic algorithm. Artif. Intell. Rev. 57 (3) (2024)
Mohammed Azmi Al-Betar, Iyad Abu Doush, Sharif Naser Makhadmeh, Ghazi Al-Naymat, Osama Ahmad Alomari, Mohammed A. Awadallah
Equilibrium optimizer: a comprehensive survey. Multim. Tools Appl. 83 (10) (2024)
Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Iyad Abu Doush, Mohammed A. Awadallah, Sofian Kassaymeh, Seyedali Mirjalili, Raed Abu Zitar
Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review. IEEE Access 12 (2024)
Aziz Arzine, Oussama Abchir, Mohammed Chalkha, Khalid Chebbac, Yassine Rhazi, Najoua Barghady, Imane Yamari, Abdelfattah EL Moussaoui, Asmae Nakkabi, Mohammed A. Awadallah, Mohamed Bakhouch, Samir Chtita, Mohamed EL Yazidi
and DFT studies of novel functionalized isoxazoles as antibacterial and antioxidant agents. Comput. Biol. Chem. 108 (2024)
Malik Braik, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Abdelaziz I. Hammouri
A hybrid capuchin search algorithm with gradient search algorithm for economic dispatch problem. Soft Comput. 27 (22) (2023)
Malik Braik, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Heba Al-Hiary
Enhanced whale optimization algorithm-based modeling and simulation analysis for industrial system parameter identification. J. Supercomput. 79 (13) (2023)
Iyad Abu Doush, Khalid Sultan, Mohammed Azmi Al-Betar, Zainab AlMeraj, Zaid Abdi Alkareem Alyasseri, Mohammed A. Awadallah
Web accessibility automatic evaluation tools: to what extent can they be automated? CCF Trans. Pervasive Comput. Interact. 5 (3) (2023)
Malik Sh. Braik, Abdelaziz I. Hammouri, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Omar A. Alzubi
Improved versions of snake optimizer for feature selection in medical diagnosis: a real case COVID-19. Soft Comput. 27 (23) (2023)
Iyad Abu Doush, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Osama Ahmad Alomari, Sharif Naser Makhadmeh, Ammar Kamal Abasi, Zaid Abdi Alkareem Alyasseri
Archive-based coronavirus herd immunity algorithm for optimizing weights in neural networks. Neural Comput. Appl. 35 (21) (2023)
Iyad Abu Doush, Basem Ahmed, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Aaron Rasheed Rababaah
Enhancing multilayer perceptron neural network using archive-based harris hawks optimizer to predict gold prices. J. King Saud Univ. Comput. Inf. Sci. 35 (5) (2023)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Raed Abu Zitar, Khaled Assaleh
Economic load dispatch using memetic sine cosine algorithm. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Malik Braik, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Abdelaziz I. Hammouri, Omar A. Alzubi
Cognitively Enhanced Versions of Capuchin Search Algorithm for Feature Selection in Medical Diagnosis: a COVID-19 Case Study. Cogn. Comput. 15 (6) (2023)
Mohammed A. Awadallah, Malik Shehadeh Braik, Mohammed Azmi Al-Betar, Iyad Abu Doush
An enhanced binary artificial rabbits optimization for feature selection in medical diagnosis. Neural Comput. Appl. 35 (27) (2023)
Malik Sh. Braik, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Abdelaziz I. Hammouri, Raed Abu Zitar
A non-convex economic load dispatch problem using chameleon swarm algorithm with roulette wheel and Levy flight methods. Appl. Intell. 53 (14) (2023)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Osama Ahmad Alomari, Ammar Kamal Abasi, Sharif Naser Makhadmeh, Zaid Abdi Alkareem Alyasseri
Boosting the training of neural networks through hybrid metaheuristics. Clust. Comput. 26 (3) (2023)
Rasha Ragheb Atallah, Ahmad Sami Al-Shamayleh, Mohammed A. Awadallah
Face Plastic Surgery Recognition Model Based on Neural Network and Meta-Learning Model. J. Univers. Comput. Sci. 29 (10) (2023)
Majdi M. Mafarja, Thaer Thaher, Mohammed Azmi Al-Betar, Jingwei Too, Mohammed A. Awadallah, Iyad Abu Doush, Hamza Turabieh
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning. Appl. Intell. 53 (15) (2023)
Malik Shehadeh Braik, Abdelaziz I. Hammouri, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Khalaf Khtatneh
An improved hybrid chameleon swarm algorithm for feature selection in medical diagnosis. Biomed. Signal Process. Control. 85 (2023)
Habes Al-Khraisat, Lamees Mohammad Dalbah, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Khaled Assaleh, Mohamed Deriche
Size Optimization of Truss Structures Using Improved Grey Wolf Optimizer. IEEE Access 11 (2023)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Iyad Abu Doush, Sharif Naser Makhadmeh, Zaid Abdi Alkareem Alyasseri, Ammar Kamal Abasi, Osama Ahmad Alomari
CCSA: Cellular Crow Search Algorithm with topological neighborhood shapes for optimization. Expert Syst. Appl. 194 (2022)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Zaid Abdi Alkareem Alyasseri, Sharif Naser Makhadmeh, Mohammed El-Abd
Island neighboring heuristics harmony search algorithm for flow shop scheduling with blocking. Swarm Evol. Comput. 74 (2022)
Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari, Mohammed Azmi Al-Betar, Sharif Naser Makhadmeh, Iyad Abu Doush, Mohammed A. Awadallah, Ammar Kamal Abasi, Ashraf Elnagar
Recent advances of bat-inspired algorithm, its versions and applications. Neural Comput. Appl. 34 (19) (2022)
Mohammed A. Awadallah, Abdelaziz I. Hammouri, Mohammed Azmi Al-Betar, Malik Sh. Braik, Mohamed Abd Elaziz
Binary Horse herd optimization algorithm with crossover operators for feature selection. Comput. Biol. Medicine 141 (2022)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Malik Shehadeh Braik, Abdelaziz I. Hammouri, Iyad Abu Doush, Raed Abu Zitar
An enhanced binary Rat Swarm Optimizer based on local-best concepts of PSO and collaborative crossover operators for feature selection. Comput. Biol. Medicine 147 (2022)
Sharif Naser Makhadmeh, Ammar Kamal Abasi, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari
A novel link-based Multi-objective Grey Wolf Optimizer for Appliances Energy Scheduling Problem. Clust. Comput. 25 (6) (2022)
Malik Braik, Abdelaziz I. Hammouri, Jaffar Atwan, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems. Knowl. Based Syst. 243 (2022)
Zaid Abdi Alkareem Alyasseri, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Sharif Naser Makhadmeh, Ammar Kamal Abasi, Iyad Abu Doush, Osama Ahmad Alomari
A hybrid flower pollination with β-hill climbing algorithm for global optimization. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Lamees Mohammad Dalbah, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Raed Abu Zitar
A modified coronavirus herd immunity optimizer for capacitated vehicle routing problem. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Zaid Abdi Alkareem Alyasseri, Mohammed Azmi Al-Betar, Iyad Abu Doush, Mohammed A. Awadallah, Ammar Kamal Abasi, Sharif Naser Makhadmeh, Osama Ahmad Alomari, Karrar Hameed Abdulkareem, Afzan Adam, Robertas Damasevicius, Mazin Abed Mohammed, Raed Abu Zitar
Review on COVID-19 diagnosis models based on machine learning and deep learning approaches. Expert Syst. J. Knowl. Eng. 39 (3) (2022)
Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Karrar Hameed Abdulkareem, Mazin Abed Mohammed, Seifedine Kadry, V. Rajinikanth, Seungmin Rho
EEG Channel Selection Using Multiobjective Cuckoo Search for Person Identification as Protection System in Healthcare Applications. Comput. Intell. Neurosci. 2022 (2022)
Osama Ahmad Alomari, Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Zaid Abdi Alkareem Alyasseri, Iyad Abu Doush, Ammar Kamal Abasi, Mohammed A. Awadallah, Raed Abu Zitar
Gene selection for microarray data classification based on Gray Wolf Optimizer enhanced with TRIZ-inspired operators. Knowl. Based Syst. 223 (2021)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ali Asghar Heidari, Huiling Chen, Habes Al-Khraisat, Chengye Li
Survival exploration strategies for Harris Hawks Optimizer. Expert Syst. Appl. 168 (2021)
Mohammed Azmi Al-Betar, Zaid Abdi Alkareem Alyasseri, Mohammed A. Awadallah, Iyad Abu Doush
Coronavirus herd immunity optimizer (CHIO). Neural Comput. Appl. 33 (10) (2021)
Mohammed Azmi Al-Betar, Abdelaziz I. Hammouri, Mohammed A. Awadallah, Iyad Abu Doush
Binary β-hill climbing optimizer with S-shape transfer function for feature selection. J. Ambient Intell. Humaniz. Comput. 12 (7) (2021)
Iyad Abu Doush, Mohammed A. Awadallah, Mohammed Azmi Al-Betar
Web Accessibility of Palestinian Universities: Can We Access Higher Education Information during COVID-19? CHIRA (2020)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja
Island artificial bee colony for global optimization. Soft Comput. 24 (17) (2020)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Monzer M. Krishan
A non-convex economic load dispatch problem with valve loading effect using a hybrid grey wolf optimizer. Neural Comput. Appl. 32 (16) (2020)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Abdelaziz I. Hammouri, Ra'ed M. Al-Khatib, Saba ElMustafa, Habes Al-Khraisat
Harmony Search Algorithm for Patient Admission Scheduling Problem. J. Intell. Syst. 29 (1) (2020)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Abdelaziz I. Hammouri, Mohammed El-Abd
Island-based Modified Harmony Search Algorithm with Neighboring Heuristics Methods for Flow Shop Scheduling with Blocking. SSCI (2020)
Iyad Abu Doush, We'am Bilal Alrashdan, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Community detection in complex networks using multi-objective bat algorithm. Int. J. Math. Model. Numer. Optimisation 10 (2) (2020)
Abdelaziz I. Hammouri, Malik Sh. Braik, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
ISA: a hybridization between iterated local search and simulated annealing for multiple-runway aircraft landing problem. Neural Comput. Appl. 32 (15) (2020)
Abdelaziz I. Hammouri, Majdi M. Mafarja, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush
An improved Dragonfly Algorithm for feature selection. Knowl. Based Syst. 203 (2020)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zaid Abdi Alkareem Alyasseri
Island flower pollination algorithm for global optimization. J. Supercomput. 75 (8) (2019)
Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili
Adaptive β-hill climbing for optimization. Soft Comput. 23 (24) (2019)
Emad Alsukni, Omar Suleiman Arabeyyat, Mohammed A. Awadallah, Laaly Alsamarraie, Iyad Abu Doush, Mohammed Azmi Al-Betar
Multiple-Reservoir Scheduling Using β-Hill Climbing Algorithm. J. Intell. Syst. 28 (4) (2019)
Ra'ed M. Al-Khatib, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Khalid M. O. Nahar, Mohammed M. Abu Shquier, Ahmad M. Manasrah, Ahmad Bany Doumi
MGA-TSP: modernised genetic algorithm for the travelling salesman problem. Int. J. Reason. based Intell. Syst. 11 (3) (2019)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Eugene Santos, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zainab AlMeraj
Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods. Appl. Soft Comput. 85 (2019)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji, Emad Mahmoud Alsukhni, Hassan Al-Zoubi
Natural selection methods for artificial bee colony with new versions of onlooker bee. Soft Comput. 23 (15) (2019)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Hossam Faris, Xin-She Yang, Ahamad Tajudin Khader, Osama Ahmad Alomari
Bat-inspired algorithms with natural selection mechanisms for global optimization. Neurocomputing 273 (2018)
Iyad Abu Doush, Amal Lutfi Quran, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
MAX-SAT Problem using Hybrid Harmony Search Algorithm. J. Intell. Syst. 27 (4) (2018)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Hossam Faris, Ibrahim Aljarah, Abdelaziz I. Hammouri
Natural selection methods for Grey Wolf Optimizer. Expert Syst. Appl. 113 (2018)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Island bat algorithm for optimization. Expert Syst. Appl. 107 (2018)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ahamad Tajudin Khader, Asaju La'aro Bolaji, Ammar Almomani
Economic load dispatch problems with valve-point loading using natural updated harmony search. Neural Comput. Appl. 29 (10) (2018)
Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Hybridizing β-hill climbing with wavelet transform for denoising ECG signals. Inf. Sci. 429 (2018)
Osama Ahmad Alomari, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
A novel gene selection method using modified MRMR and hybrid bat-inspired algorithm with β-hill climbing. Appl. Intell. 48 (11) (2018)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Ahamad Tajudin Khader, Asaju La'aro Bolaji, Mahmud Alkoffash
Hybridization of harmony search with hill climbing for highly constrained nurse rostering problem. Neural Comput. Appl. 28 (3) (2017)
Mohammed Azmi Al-Betar, Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khader, Asaju La'aro Bolaji, Mohammed A. Awadallah
Gray image enhancement using harmony search. Int. J. Comput. Intell. Syst. 9 (5) (2016)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ahamad Tajudin Khader, Asaju La'aro Bolaji
Tournament-based harmony search algorithm for non-convex economic load dispatch problem. Appl. Soft Comput. 47 (2016)
Asaju La'aro Bolaji, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ahamad Tajudin Khader, Laith Mohammad Abualigah
A comprehensive review: Krill Herd algorithm (KH) and its applications. Appl. Soft Comput. 49 (2016)
Asaju La'aro Bolaji, Ahamad Tajudin Abdul Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
A Hybrid Nature-Inspired Artificial Bee Colony Algorithm for Uncapacitated Examination Timetabling Problems. J. Intell. Syst. 24 (1) (2015)
Mohammed A. Awadallah, Asaju La'aro Bolaji, Mohammed Azmi Al-Betar
A hybrid artificial bee colony for a nurse rostering problem. Appl. Soft Comput. 35 (2015)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ahamad Tajudin Khader, Zahraa Adnan Abdalkareem
Island-based harmony search for optimization problems. Expert Syst. Appl. 42 (4) (2015)
Khairul Anwar, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Development on Harmony Search Hyper-heuristic Framework for Examination Timetabling Problem. ICSI (2) (2014)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Harmony Search with Novel Selection Methods in Memory consideration for Nurse Rostering Problem. Asia Pac. J. Oper. Res. 31 (3) (2014)
Khairul Anwar, Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar
Hyper-heuristic approach for solving nurse rostering problem. CIEL (2014)
Asaju La'aro Bolaji, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
University course timetabling using hybridized artificial bee colony with hill climbing optimizer. J. Comput. Sci. 5 (5) (2014)
Mohammed Azmi Al-Betar, Ahamad Tajudin Khader, Zong Woo Geem, Iyad Abu Doush, Mohammed A. Awadallah
An analysis of selection methods in memory consideration for harmony search. Appl. Math. Comput. 219 (22) (2013)
Asaju La'aro Bolaji, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
A Modified Artificial Bee Colony Algorithm for Post-enrolment Course Timetabling. ICSI (1) (2013)
Mohammed Azmi Al-Betar, Ahamad Tajudin Khader, Mohammed A. Awadallah, Mahmmoud Hafsaldin Alawan, Belal Zaqaibeh
Cellular Harmony Search for Optimization Problems. J. Appl. Math. 2013 (2013)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Hybrid Harmony Search for Nurse Rostering Problems. CISched (2013)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Global best Harmony Search with a new pitch adjustment designed for Nurse Rostering. J. King Saud Univ. Comput. Inf. Sci. 25 (2) (2013)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Ahamad Tajudin Khader, Mohammed A. Awadallah, Ashraf Bany-Mohammed
Analysis of takeover time and convergence rate for harmony search with novel selection methods. Int. J. Math. Model. Numer. Optimisation 4 (4) (2013)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Harmony Search with Greedy Shuffle for Nurse Rostering. Int. J. Nat. Comput. Res. 3 (2) (2012)
Mohammed Azmi Al-Betar, Osama Nasif Ahmad, Ahamad Tajudin Khader, Mohammed A. Awadallah
Incorporating Great Deluge with Harmony Search for Global Optimization Problems. BIC-TA (1) (2012)
Asaju La'aro Bolaji, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
Artificial Bee Colony Algorithm for Solving Educational Timetabling Problems. Int. J. Nat. Comput. Res. 3 (2) (2012)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Phuah Chea Woon
Office-Space-Allocation Problem Using Harmony Search Algorithm. ICONIP (2) (2012)
Mohammed Azmi Al-Betar, Iyad Abu Doush, Ahamad Tajudin Khader, Mohammed A. Awadallah
Novel selection schemes for harmony search. Appl. Math. Comput. 218 (10) (2012)
Asaju La'aro Bolaji, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah
An Improved Artificial Bee Colony for Course Timetabling. BIC-TA (2011)
Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Nurse Rostering Using Modified Harmony Search Algorithm. SEMCCO (2) (2011)
Mohammed A. Awadallah, Ahamad Tajudin Abdul Khader, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji
Nurse Scheduling Using Harmony Search. BIC-TA (2011)