Masri Ayob

3.2k total citations
123 papers, 2.2k citations indexed

About

Masri Ayob is a scholar working on Industrial and Manufacturing Engineering, Artificial Intelligence and Management Science and Operations Research. According to data from OpenAlex, Masri Ayob has authored 123 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Industrial and Manufacturing Engineering, 55 papers in Artificial Intelligence and 49 papers in Management Science and Operations Research. Recurrent topics in Masri Ayob's work include Scheduling and Timetabling Solutions (49 papers), Vehicle Routing Optimization Methods (44 papers) and Metaheuristic Optimization Algorithms Research (23 papers). Masri Ayob is often cited by papers focused on Scheduling and Timetabling Solutions (49 papers), Vehicle Routing Optimization Methods (44 papers) and Metaheuristic Optimization Algorithms Research (23 papers). Masri Ayob collaborates with scholars based in Malaysia, United Kingdom and Jordan. Masri Ayob's co-authors include Graham Kendall, Nasser R. Sabar, Rong Qu, Sabrina Tiun, Musatafa Abbas Abbood Albadr, Fahad Taha AL‐Dhief, Ghaith M. Jaradat, Mohd Zakree Ahmad Nazri, Mohammed Hadwan and Shahrul Azman Mohd Noah and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and European Journal of Operational Research.

In The Last Decade

Masri Ayob

120 papers receiving 2.1k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Masri Ayob Malaysia 25 976 842 557 288 235 123 2.2k
Nasser R. Sabar Australia 25 713 0.7× 813 1.0× 601 1.1× 151 0.5× 227 1.0× 73 1.8k
Ahamad Tajudin Khader Malaysia 27 756 0.8× 357 0.4× 352 0.6× 205 0.7× 182 0.8× 65 2.1k
Khaled Ghédira Tunisia 22 848 0.9× 920 1.1× 180 0.3× 128 0.4× 476 2.0× 229 2.3k
Malcolm Yoke Hean Low Singapore 22 499 0.5× 734 0.9× 529 0.9× 140 0.5× 417 1.8× 150 2.0k
Magdalene Marinaki Greece 29 916 0.9× 1.2k 1.4× 177 0.3× 308 1.1× 138 0.6× 75 2.5k
Yannis Marinakis Greece 34 1.2k 1.3× 1.4k 1.7× 184 0.3× 399 1.4× 173 0.7× 81 3.0k
Ricardo Soto Chile 20 702 0.7× 484 0.6× 137 0.2× 147 0.5× 218 0.9× 179 1.5k
Luiz Satoru Ochi Brazil 23 448 0.5× 1.7k 2.0× 150 0.3× 236 0.8× 313 1.3× 118 2.3k
Lamjed Ben Saïd Tunisia 23 1.0k 1.1× 442 0.5× 306 0.5× 102 0.4× 283 1.2× 176 2.3k
Michal Pěchouček Czechia 23 705 0.7× 320 0.4× 204 0.4× 348 1.2× 535 2.3× 157 1.9k

Countries citing papers authored by Masri Ayob

Since Specialization
Citations

This map shows the geographic impact of Masri Ayob'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 Masri Ayob with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Masri Ayob more than expected).

Fields of papers citing papers by Masri Ayob

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Masri Ayob. 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 Masri Ayob. The network helps show where Masri Ayob may publish in the future.

Co-authorship network of co-authors of Masri Ayob

This figure shows the co-authorship network connecting the top 25 collaborators of Masri Ayob. A scholar is included among the top collaborators of Masri Ayob 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 Masri Ayob. Masri Ayob is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ayob, Masri, et al.. (2025). Unveiling Effective Heuristic Strategies: A Review of Cross-Domain Heuristic Search Challenge Algorithms. Computer Modeling in Engineering & Sciences. 142(2). 1233–1288. 1 indexed citations
2.
3.
Albadr, Musatafa Abbas Abbood, et al.. (2024). Parkinson's disease diagnosis by voice data using particle swarm optimization-extreme learning machine approach. Multimedia Tools and Applications. 84(23). 26843–26876. 4 indexed citations
4.
Albadr, Musatafa Abbas Abbood, Masri Ayob, Sabrina Tiun, et al.. (2024). Fast Learning Network Algorithm for Voice Pathology Detection and Classification. Multimedia Tools and Applications. 84(17). 18567–18598. 9 indexed citations
5.
Albadr, Musatafa Abbas Abbood, Sabrina Tiun, Masri Ayob, Mohd Zakree Ahmad Nazri, & Fahad Taha AL‐Dhief. (2023). Grey wolf optimization-extreme learning machine for automatic spoken language identification. Multimedia Tools and Applications. 82(18). 27165–27191. 18 indexed citations
6.
Rahman, Abdul Hadi Abd, et al.. (2023). Saturation Degree-Based Constructive Heuristic for Master Surgery Scheduling Problem. 3204. 27–32.
7.
Adam, Afzan, et al.. (2023). Skeletal Fracture Detection with Deep Learning: A Comprehensive Review. Diagnostics. 13(20). 3245–3245. 32 indexed citations
8.
Albadr, Musatafa Abbas Abbood, et al.. (2023). Breast cancer diagnosis using the fast learning network algorithm. Frontiers in Oncology. 13. 1150840–1150840. 36 indexed citations
9.
Sundararajan, Elankovan, et al.. (2023). Smart Root Search (SRS) in Solving Service Time–Cost Optimization in Cloud Computing Service Composition (STCOCCSC) Problems. Symmetry. 15(2). 272–272. 2 indexed citations
10.
Rahman, Abdul Hadi Abd, et al.. (2022). Research Trends in the Optimization of the Master Surgery Scheduling Problem. IEEE Access. 10. 91466–91480. 5 indexed citations
11.
Albadr, Musatafa Abbas Abbood, et al.. (2022). Speech emotion recognition using optimized genetic algorithm-extreme learning machine. Multimedia Tools and Applications. 81(17). 23963–23989. 36 indexed citations
12.
Albadr, Musatafa Abbas Abbood, Sabrina Tiun, Masri Ayob, & Fahad Taha AL‐Dhief. (2022). Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection. Cognitive Computation. 16(4). 1858–1873. 31 indexed citations
13.
Tiun, Sabrina, et al.. (2021). Enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach. PLoS ONE. 16(1). e0245264–e0245264. 20 indexed citations
14.
Albadr, Musatafa Abbas Abbood, et al.. (2020). Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection. PLoS ONE. 15(12). e0242899–e0242899. 51 indexed citations
15.
Abdullah, Siti Norul Huda Sheikh, et al.. (2020). Smoothing Secant Line Slope Using Aggregation Fischer Burmeister Function. IEEE Access. 8. 100521–100532. 1 indexed citations
16.
17.
Ayob, Masri, et al.. (2013). Component pick and place scheduling for surface mount device placement machine. 8(1). 29–41. 2 indexed citations
18.
Ayob, Masri, et al.. (2013). Population based Local Search for university course timetabling problems. Applied Intelligence. 40(1). 44–53. 29 indexed citations
19.
20.
Othman, Abdul Kadir, et al.. (2011). Hybrid integrated two-stage multi-neighbourhood tabu search-EMCQ technique for examination timetabling problem. 3616. 232–236. 2 indexed citations

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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2026