Mohammed Alswaitti

2.3k citations

21 papers · 1.5k indexed · 1 hit paper · h-index 16

Artificial Intelligence top 2%
Electrical and Electronic Engineering
Computer Vision and Pattern Recognition top 5%
Control and Systems Engineering top 5%
Computational Theory and Mathematics top 5%

Co-authors: Seyedali Mirjalili Tareq M. Shami Ayman A. El‐Saleh Qasem Al-Tashi Mohammad Tubishat Nor Ashidi Mat Isa Salinah Ja’afar Maizatul Akmar Ismail
Topics: Metaheuristic Optimization Algorithms Research (10 papers)Advanced Clustering Algorithms Research (4 papers)Advanced Multi-Objective Optimization Algorithms (3 papers)
Cited by: Artificial Intelligence Computational Theory and Mathematics Computer Vision and Pattern Recognition
Journals: Expert Systems with Applications IEEE Access Applied Soft Computing
Partner nations: Malaysia Australia Saudi Arabia

In The Last Decade

Mohammed Alswaitti

21 papers receiving 1.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Particle Swarm Optimization: A Comprehensive Survey

2022 690 citations Tareq M. Shami, Ayman A. El‐Saleh et al. IEEE Access profile →

Peers

Countries citing papers authored by Mohammed Alswaitti

Since Specialization

Citations

This map shows the geographic impact of Mohammed Alswaitti's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mohammed Alswaitti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohammed Alswaitti more than expected).

Fields of papers citing papers by Mohammed Alswaitti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammed Alswaitti. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mohammed Alswaitti. The network helps show where Mohammed Alswaitti may publish in the future.

Co-authorship network of co-authors of Mohammed Alswaitti

This figure shows the co-authorship network connecting the top 25 collaborators of Mohammed Alswaitti. A scholar is included among the top collaborators of Mohammed Alswaitti based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mohammed Alswaitti. Mohammed Alswaitti is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Training Green AI Models Using Elite Samples 2025 ·IEEE Transactions on Sustainable Computing ·Mohammed Alswaitti,Roberto Verdecchia,Grégoire Danoy,Pascal Bouvry,Johnatan E. Pecero	3
2	Particle Swarm Optimization: A Comprehensive Surveybreakdown → 2022 ·IEEE Access ·Tareq M. Shami,Ayman A. El‐Saleh,Mohammed Alswaitti,Qasem Al-Tashi,(unknown),Seyedali Mirjalili	690
3	Effective classification of birds’ species based on transfer learning 2022 ·International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering ·Mohammed Alswaitti,(unknown),Waleed Alomoush,Ayat Alrosan,Khalid Alissa	16
4	Dimensionality Reduction, Modelling, and Optimization of Multivariate Problems Based on Machine Learning 2022 ·Symmetry ·Mohammed Alswaitti,Kamran Siddique,(unknown),Waleed Alomoush,Ayat Alrosan	10
5	A Simple and Effective Approach Based on a Multi-Level Feature Selection for Automated Parkinson’s Disease Detection 2022 ·Journal of Personalized Medicine ·Fatih Demir,Kamran Siddique,Mohammed Alswaitti,(unknown),Abdulkadir Şengür	17
6	Effects of Meteorological Parameters on Surface Water Loss in Burdur Lake, Turkey over 34 Years Landsat Google Earth Engine Time-Series 2021 ·Land ·(unknown),Khaled H. Almotairi,Mohammed Alswaitti,Salem S. Abu Amr,Abbas F.M. Alkarkhi,(unknown),Ahmad MohdAziz Hussein	17
7	A Hybrid Approach for Solving Systems of Nonlinear Equations Using Harris Hawks Optimization and Newton’s Method 2021 ·IEEE Access ·Rami Sihwail,(unknown),Khairuddin Omar,Khairul Akram Zainol Ariffin,Mohammed Alswaitti,Ishak Hashim	24
8	An Astrocyte-Flow Mapping on a Mesh-Based Communication Infrastructure to Defective Neurons Phagocytosis 2021 ·Mathematics ·Amir Masoud Rahmani,Rizwan Ali Naqvi,Saqib Ali,(unknown),Mohammed Alswaitti,Mehdi Hosseinzadeh,Kamran Siddique	4
9	Automatic Data Clustering Based Mean Best Artificial Bee Colony Algorithm 2021 ·Computers, materials & continua/Computers, materials & continua (Print) ·Ayat Alrosan,Waleed Alomoush,Mohammed Alswaitti,Khalid Alissa,Shahnorbanun Sahran,Sharif Naser Makhadmeh,Kamal Alieyan	16
10	Improved sine cosine algorithm with simulated annealing and singer chaotic map for Hadith classification 2021 ·Neural Computing and Applications ·Mohammad Tubishat,Salinah Ja’afar,Norisma Idris,Mohammed Azmi Al‐Betar,Mohammed Alswaitti,(unknown),Maizatul Akmar Ismail,(unknown)	33
11	A new validity clustering index-based on finding new centroid positions using the mean of clustered data to determine the optimum number of clusters 2021 ·Expert Systems with Applications ·(unknown),Mohammed Alswaitti,(unknown),Nor Ashidi Mat Isa	24
12	Feature Mapping and Deep Long Short Term Memory Network-Based Efficient Approach for Parkinson’s Disease Diagnosis 2021 ·IEEE Access ·Fatih Demir,Abdulkadir Şengür,Ali Arı,Kamran Siddique,Mohammed Alswaitti	27
13	Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks 2020 ·Computers and Electronics in Agriculture ·(unknown),(unknown),Sylvie Duthoit,Mohammed Alswaitti	4
14	An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation 2020 ·Neural Computing and Applications ·Ayat Alrosan,Waleed Alomoush,Norita Md Norwawi,Mohammed Alswaitti,Sharif Naser Makhadmeh	26
15	Gly-LysPred: Identification of Lysine Glycation Sites in Protein Using Position Relative Features and Statistical Moments Via Chou’s 5 Step Rule 2020 ·Computers, materials & continua/Computers, materials & continua (Print) ·(unknown),(unknown),Asim Karim,(unknown),Muhammad Adnan Khan,Rizwan Ali Naqvi,Kamran Siddique,Mohammed Alswaitti	8
16	An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field 2020 ·IEEE Access ·(unknown),(unknown),Mohammad Tubishat,Mohammed Alswaitti,Seyedali Mirjalili	130
17	Dynamic Butterfly Optimization Algorithm for Feature Selection 2020 ·IEEE Access ·Mohammad Tubishat,Mohammed Alswaitti,Seyedali Mirjalili,Mohammed Ali Al-Garadi,(unknown),Toqir A. Rana	84
18	Dynamic Salp swarm algorithm for feature selection 2020 ·Expert Systems with Applications ·Mohammad Tubishat,Salinah Ja’afar,Mohammed Alswaitti,Seyedali Mirjalili,Norisma Idris,Maizatul Akmar Ismail,(unknown)	170
19	Variance-based differential evolution algorithm with an optional crossover for data clustering 2019 ·Applied Soft Computing ·Mohammed Alswaitti,(unknown),Nor Ashidi Mat Isa	51
20	Optimized gravitational-based data clustering algorithm 2018 ·Engineering Applications of Artificial Intelligence ·Mohammed Alswaitti,Mohamad Khairi Ishak,Nor Ashidi Mat Isa	15

About Mohammed Alswaitti

Mohammed Alswaitti is a scholar working on Developmental Biology, Artificial Intelligence and Signal Processing, having authored 21 papers that have together received 1.5k indexed citations. Recurring topics across this work include Metaheuristic Optimization Algorithms Research (10 papers), Advanced Clustering Algorithms Research (4 papers) and Advanced Multi-Objective Optimization Algorithms (3 papers). The work is most often cited by research in Artificial Intelligence (666 citations), Computational Theory and Mathematics (189 citations) and Computer Vision and Pattern Recognition (227 citations). Mohammed Alswaitti has collaborated with scholars based in Malaysia, Australia and Saudi Arabia. Frequent co-authors include Seyedali Mirjalili, Tareq M. Shami, Ayman A. El‐Saleh, Qasem Al-Tashi, Mohammad Tubishat, Nor Ashidi Mat Isa, Salinah Ja’afar, Maizatul Akmar Ismail, Norisma Idris and Mohammed Ali Al-Garadi. Their work appears in journals such as Expert Systems with Applications, IEEE Access and Applied Soft Computing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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