Hybridizing firefly algorithms with a probabilistic neural network for solving classification problems. - Mohammed Alweshah; Salwani Abdullah (Appl. Soft Comput., 2015)

A case-based reasoning approach for pattern detection in Malaysia rainfall data. - Almahdi Mohammed Alshareef; Azuraliza Abu Bakar; Abdul Razak Hamdan; Sharifah Mastura Syed Abdullah; Mohammed Alweshah (Int. J. Big Data Intell., 2015)

Solving time series classification problems using support vector machine and neural network. - Mohammed Alweshah; Hasan Rashaideh; Abdelaziz I. Hammouri; Hanadi Tayyeb; Mohammed Ababneh (Int. J. Data Anal. Tech. Strateg., 2017)

Biogeography-based optimisation for data classification problems. - Mohammed Alweshah; Abdelaziz I. Hammouri; Sara Tedmori (Int. J. Data Min. Model. Manag., 2017)

Bluetooth Application-Layer Packet-Filtering For Blueborne Attack Defending. - Muder Almiani; Abdul Razaque; Liu Yimu; Meer Jaro Khan; Tang Minjie; Mohammed Alweshah; Saleh Atiewi (FMEC, 2019)

A comparative study on spiking neural network encoding schema: implemented with cloud computing. - Ammar Almomani; Mohammad Alauthman; Mohammed Alweshah; Osama M. Dorgham; Firas AlBalas (Clust. Comput., 2019)

Construction biogeography-based optimization algorithm for solving classification problems. - Mohammed Alweshah (Neural Comput. Appl., 2019)

Android CompCache based on Graphics Processing Unit. - Muder Almiani; Abdul Razaque; Shen Ziqi; Ge Yaqin; Saleh Atiewi; Mohammed Alweshah; Ayman Al-Dmour; Basel Magableh (SDS, 2020)

Improved water cycle algorithm with probabilistic neural network to solve classification problems. - Mohammed Alweshah; Maria Al-Sendah; Osama M. Dorgham; Ammar Almomani; Sara Tedmori (Clust. Comput., 2020)

β-Hill climbing algorithm with probabilistic neural network for classification problems. - Mohammed Alweshah; Aram Al-Daradkeh; Mohammed Azmi Al-Betar; Ammar Almomani; Saleh Oqeili (J. Ambient Intell. Humaniz. Comput., 2020)

A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems. - Heba Al Nsour; Mohammed Alweshah; Abdelaziz I. Hammouri; Hussein Al Ofeishat; Seyedali Mirjalili (J. Intell. Syst., 2020)

An optimal pruning algorithm of classifier ensembles: dynamic programming approach. - Omar A. Alzubi; Jafar Ahmad Abed Alzubi; Mohammed Alweshah; Issa Qiqieh; Sara Al-Shami; Manikandan Ramachandran (Neural Comput. Appl., 2020)

A Hybrid Salp Swarm Algorithm with Artificial Neural Network Model for Predicting the Team Size Required for Software Testing Phase. - Sofian Kassaymeh; Salwani Abdullah; Mohammed Alweshah; Abdelaziz I. Hammouri (ICEEI, 2021)

Novel File-Checksum Method for Data Duplication Removal of Patients. - Abdul Razaque; Muder Almiani; Bandar Alotaibi; Munif Alotaibi; Mohammed Alweshah (SDS, 2021)

Solving feature selection problems by combining mutation and crossover operations with the monarch butterfly optimization algorithm. - Mohammed Alweshah (Appl. Intell., 2021)

Monarch butterfly optimization algorithm for computed tomography image segmentation. - Osama M. Dorgham; Mohammed Alweshah; Mohammed Hashem Ryalat; Jawdat Alshaer; M. Khader; Saleh Alkhalaileh (Multim. Tools Appl., 2021)

Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems. - Sofian Kassaymeh; Salwani Abdullah; Mohamad M. Al-Laham; Mohammed Alweshah; Mohammed Azmi Al-Betar; Zalinda Othman (Neural Process. Lett., 2021)

A hybrid mine blast algorithm for feature selection problems. - Mohammed Alweshah; Saleh Alkhalaileh; Dheeb Albashish; Majdi M. Mafarja; Qusay Bsoul; Osama M. Dorgham (Soft Comput., 2021)

Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities. - Bilal Abu-Salih; Muhammad Al-Qurishi; Mohammed Alweshah; Mohammad Al-Smadi; Reem Alfayez; Heba Saadeh (CoRR, 2022)

Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers: A Comparative Study. - Ammar Almomani; Mohammad Alauthman; Mohd Taib Shatnawi; Mohammed Alweshah; Ayat Alrosan; Waleed Alomoush; Brij B. Gupta (Int. J. Semantic Web Inf. Syst., 2022)

Vehicle routing problems based on Harris Hawks optimization. - Mohammed Alweshah; Muder Almiani; Nedaa Almansour; Saleh Al Khalaileh; Hamza Aldabbas; Waleed Alomoush; Almahdi Alshareef (J. Big Data, 2022)

African buffalo algorithm: Training the probabilistic neural network to solve classification problems. - Mohammed Alweshah; Lobna Rababa; Mohammed Hashem Ryalat; Ammar Al Momani; Mohamed F. Ababneh (J. King Saud Univ. Comput. Inf. Sci., 2022)

Salp swarm optimizer for modeling the software fault prediction problem. - Sofian Kassaymeh; Salwani Abdullah; Mohammed Azmi Al-Betar; Mohammed Alweshah (J. King Saud Univ. Comput. Inf. Sci., 2022)

Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis. - Mohammed Alweshah; Saleh Alkhalaileh; Mohammed Azmi Al-Betar; Azuraliza Abu Bakar (Knowl. Based Syst., 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)

The monarch butterfly optimization algorithm for solving feature selection problems. - Mohammed Alweshah; Saleh Al Khalaileh; Brij B. Gupta; Ammar Almomani; Abdelaziz I. Hammouri; Mohammed Azmi Al-Betar (Neural Comput. Appl., 2022)

Fuzzy Clustering Algorithm Based on Improved Global Best-Guided Artificial Bee Colony with New Search Probability Model for Image Segmentation. - Waleed Alomoush; Osama Ahmed Khashan; Ayat Alrosan; Essam H. Houssein; Hani Attar; Mohammed Alweshah; Fuad Alhosban (Sensors, 2022)

Self-adaptive salp swarm algorithm for optimization problems. - Sofian Kassaymeh; Salwani Abdullah; Mohammed Azmi Al-Betar; Mohammed Alweshah; Mohamad M. Al-Laham; Zalinda Othman (Soft Comput., 2022)

Intrusion detection for IoT based on a hybrid shuffled shepherd optimization algorithm. - Mohammed Alweshah; Saleh Alkhalaileh; Majdi Beseiso; Muder Almiani; Salwani Abdullah (J. Supercomput., 2022)

Parallel Metaheuristic Algorithms for Solving Imbalanced Data Classification Problems. - Mohammed Alweshah; Muder Almiani; Saleh Alkhalaileh; Sofian Kassaymeh; Essa Abdullah Hezzam; Waleed Alomoush (IEEE Access, 2023)

Intrusion detection for the internet of things (IoT) based on the emperor penguin colony optimization algorithm. - Mohammed Alweshah; Abdelaziz I. Hammouri; Saleh Alkhalaileh; Omar A. Alzubi (J. Ambient Intell. Humaniz. Comput., 2023)

On detecting distributed denial of service attacks using fuzzy inference system. - Mohammad Almseidin; Jamil Al-Sawwa; Mouhammd Alkasassbeh 001; Mohammed Alweshah (Clust. Comput., 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)

Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities. - Bilal Abu-Salih; Muhammad Al-Qurishi; Mohammed Alweshah; Mohammad Al-Smadi; Reem Alfayez; Heba Saadeh (J. Big Data, 2023)

An Efficient Hybrid Mine Blast Algorithm for Tackling Software Fault Prediction Problem. - Mohammed Alweshah; Sofian Kassaymeh; Saleh Alkhalaileh; Mohammad Almseidin; Ibrahim Altarawni (Neural Process. Lett., 2023)

Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques. - Sofian Kassaymeh; Mohammed Alweshah; Mohammed Azmi Al-Betar; Abdelaziz I. Hammouri; Mohammad Atwah Al-Ma'aitah (Clust. Comput., 2024)

Improving intrusion detection in the IoT with African vultures optimisation algorithm-based feature selection. - Mohammed Alweshah; Ghadeer Ahmad Alhebaishan; Sofian Kassaymeh; Saleh Alkhalaileh; Mohammed Ababneh (Int. J. Data Min. Model. Manag., 2024)

Hybrid Aquila optimizer for efficient classification with probabilistic neural networks. - Mohammed Alweshah; Mustafa Alessa; Saleh Alkhalaileh; Sofian Kassaymeh; Bilal Abu-Salih (Multiagent Grid Syst., 2024)

Natural language inference model for customer advocacy detection in online customer engagement. - Bilal Abu-Salih; Mohammed Alweshah; Moutaz Alazab; Manaf Al-Okaily; Muteeb Alahmari; Mohammad Alhabashneh; Saleh H. Al-Sharaeh (Mach. Learn., 2024)

Joint opposite selection enhanced Mountain Gazelle Optimizer for brain stroke classification. - Waleed Alomoush; Essam H. Houssein; Ayat Alrosan; Alaa Abd-Alrazaq; Mohammed Alweshah; Mohammad Alshinwan (Evol. Intell., 2024)

The Impact of Instance Reduction on Classification Process in Intrusion Detection. - Safaa Y. Al-Adwan; Salwani Abdullah; Mohammed Alweshah; Wandeep Kaur (ICIT, 2025)