Abdelaziz I. Hammouri

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 31

Top Topics

Optimization Algorithm

Global Optimization

Artificial Bee Colony

Feature Selection

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Comput. Biol. Medicine

Publications

Malik Braik, Abdelaziz I. Hammouri, Hussein Alzoubi, Alaa F. Sheta
Feature Selection based nature inspired Capuchin Search Algorithm for solving classification problems. Expert Syst. Appl. 235 (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 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)
Mohammed Alweshah, Abdelaziz I. Hammouri, Saleh Alkhalaileh, Omar A. Alzubi
Intrusion detection for the internet of things (IoT) based on the emperor penguin colony optimization algorithm. J. Ambient Intell. Humaniz. Comput. 14 (5) (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)
Iyad Abu Doush, Mohammed El-Abd, Abdelaziz I. Hammouri, Mohammad Qasem Bataineh
The effect of different stopping criteria on multi-objective optimization algorithms. Neural Comput. Appl. 35 (2) (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)
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)
Zahraa Adnan Abdalkareem, Mohammed Azmi Al-Betar, Amiza Amir, Phaklen EhKan, Abdelaziz I. Hammouri, Omar Hussein Salman
Discrete flower pollination algorithm for patient admission scheduling problem. Comput. Biol. Medicine 141 (2022)
Abdelaziz I. Hammouri
A modified biogeography-based optimization algorithm with guided bed selection mechanism for patient admission scheduling problems. J. King Saud Univ. Comput. Inf. Sci. 34 (3) (2022)
Mohammed Alweshah, Saleh Al Khalaileh, Brij B. Gupta, Ammar Almomani, Abdelaziz I. Hammouri, Mohammed Azmi Al-Betar
The monarch butterfly optimization algorithm for solving feature selection problems. Neural Comput. Appl. 34 (14) (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)
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)
Dheeb Albashish, Abdelaziz I. Hammouri, Malik Sh. Braik, Jaffar Atwan, Shahnorbanun Sahran
Binary biogeography-based optimization based SVM-RFE for feature selection. Appl. Soft Comput. 101 (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)
Sofian Kassaymeh, Salwani Abdullah, Mohammed Alweshah, Abdelaziz I. Hammouri
A Hybrid Salp Swarm Algorithm with Artificial Neural Network Model for Predicting the Team Size Required for Software Testing Phase. ICEEI (2021)
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)
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)
Heba Al Nsour, Mohammed Alweshah, Abdelaziz I. Hammouri, Hussein Al Ofeishat, Seyedali Mirjalili
A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems. J. Intell. Syst. 29 (1) (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)
Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. 117 (2019)
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)
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)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145 (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 Alweshah, Hasan Rashaideh, Abdelaziz I. Hammouri, Hanadi Tayyeb, Mohammed Ababneh
Solving time series classification problems using support vector machine and neural network. Int. J. Data Anal. Tech. Strateg. 9 (3) (2017)
Mohammed Alweshah, Abdelaziz I. Hammouri, Sara Tedmori
Biogeography-based optimisation for data classification problems. Int. J. Data Min. Model. Manag. 9 (2) (2017)
Abdelaziz I. Hammouri, Salwani Abdullah
Comparison between compactness and connectedness criteria in data clustering. Int. J. Data Anal. Tech. Strateg. 8 (4) (2016)
Abdelaziz I. Hammouri, Salwani Abdullah
Biogeography-Based Optimisation For Data Clustering. SoMeT (2014)