Masri Ayob

According to our database, Masri Ayob authored at least 65 papers between 2000 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Optimization Techniques for Physician Scheduling Problem: A Systematic Review of Recent Advancements and Future Directions.

Norizal Abdullah, Masri Ayob, Meng Chun Lam, Nasser R. Sabar, Graham Kendall, Mohamad Khairulamirin Md Razali

IEEE Access, 2025

2024

Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha AL-Dhief

Cogn. Comput., July, 2024

An Improved Saturation Degree-Based Constructive Heuristic for Master Surgery Scheduling Problem: Case Study.

Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Liu Chian Yong, Muhammad Maaya, Azarinah Izaham, Raha Abdul Rahman

IEEE Access, 2024

2023

Grey wolf optimization-extreme learning machine for automatic spoken language identification.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Mohd Zakree Ahmad Nazri, Fahad Taha AL-Dhief

Multim. Tools Appl., July, 2023

Smart Root Search (SRS) in Solving Service Time-Cost Optimization in Cloud Computing Service Composition (STCOCCSC) Problems.

Narjes Khatoon Naseri, Elankovan Sundararajan, Masri Ayob

Symmetry, February, 2023

Multi-objective memetic differential evolution optimization algorithm for text clustering problems.

Hossam M. J. Mustafa, Masri Ayob, Hisham A. Shehadeh, Sawsan Abu-Taleb

Neural Comput. Appl., 2023

Credit card score prediction using machine learning models: A new dataset.

Anas Arram, Masri Ayob, Musatafa Abbas Abbood Albadr, Alaa Sulaiman, Dheeb Albashish

CoRR, 2023

Saturation Degree-Based Constructive Heuristic for Master Surgery Scheduling Problem.

Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Liu Chian Yong, Muhammad Maaya, Azarinah Izaham, Raha Abdul Rahman

Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2023

An On-Call Shift for Anaesthetist Rostering Problem (ARP): A Mathematical Model.

Norizal Abdullah, Masri Ayob, Nasser R. Sabar, Meng Chun Lam, Liu Chian Yong

Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2023

Elitism-Based Genetic Algorithm Hyper-heuristic for Solving Real-Life Surgical Scheduling Problem.

Masri Ayob, Dewan Mahmuda Zaman

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023

2022

Unified Graph-Based Missing Label Propagation Method for Multilabel Text Classification.

Adil Yaseen Taha, Sabrina Tiun, Abdul Hadi Abd Rahman, Masri Ayob, Ali Sabah Abdulameer

Symmetry, 2022

Speech emotion recognition using optimized genetic algorithm-extreme learning machine.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha AL-Dhief, Khairuddin Omar, Mhd Khaled Maen

Multim. Tools Appl., 2022

Enhanced clustering models with wiki-based k-nearest neighbors-based representation for web search result clustering.

Ali Sabah Abdulameer, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha

J. King Saud Univ. Comput. Inf. Sci., 2022

Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms.

Hossam M. J. Mustafa, Masri Ayob

Appl. Comput. Intell. Soft Comput., 2022

Research Trends in the Optimization of the Master Surgery Scheduling Problem.

Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Faizan Qamar, Graham Kendall

IEEE Access, 2022

2021

An IoT-Based Prediction Technique for Efficient Energy Consumption in Buildings.

Shidrokh Goudarzi, Mohammad Hossein Anisi, Seyed Ahmad Soleymani, Masri Ayob, Sherali Zeadally

IEEE Trans. Green Commun. Netw., 2021

Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Manal Mohammed, Fahad Taha AL-Dhief

Cogn. Comput., 2021

Hybrid Bird Mating Optimizer With Single-Based Algorithms for Combinatorial Optimization Problems.

Anas Arram, Masri Ayob, Alaa Sulaiman

IEEE Access, 2021

2020

Smart Root Search (SRS): A Novel Nature-Inspired Search Algorithm.

Narjes Khatoon Naseri, Elankovan A. Sundararajan, Masri Ayob, Amin Jula

Symmetry, 2020

Hybrid Cuckoo Search for the Capacitated Vehicle Routing Problem.

Mansour Alssager, Zulaiha Ali Othman, Masri Ayob, Rosmayati Mohemad, Herman Yuliansyah

Symmetry, 2020

Genetic Algorithm Based on Natural Selection Theory for Optimization Problems.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha AL-Dhief

Symmetry, 2020

Smoothing Secant Line Slope Using Aggregation Fischer Burmeister Function.

Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, Masri Ayob

IEEE Access, 2020

Bird Mating Optimizer for Combinatorial Optimization Problems.

Anas Arram, Masri Ayob, Graham Kendall, Alaa Sulaiman

IEEE Access, 2020

2019

Hybrid Elitist-Ant System for Nurse-Rostering Problem.

Ghaith M. Jaradat, Anas Bassam Al-Badareen, Masri Ayob, Mutasem Alsmadi, Ibrahim Almarashdeh, Mahmoud Ash-Shuqran, Eyas Al-Odat

J. King Saud Univ. Comput. Inf. Sci., 2019

Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms.

Bassam Al-Salemi, Masri Ayob, Graham Kendall, Shahrul Azman Mohd. Noah

Inf. Process. Manag., 2019

Spoken language identification based on optimised genetic algorithm-extreme learning machine approach.

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha AL-Dhief

Int. J. Speech Technol., 2019

A Recent Trend in Individual Counting Approach Using Deep Network.

Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, Masri Ayob

Int. J. Interact. Multim. Artif. Intell., 2019

A novel multi-parent order crossover in genetic algorithm for combinatorial optimization problems.

Anas Arram, Masri Ayob

Comput. Ind. Eng., 2019

2018

Feature ranking for enhancing boosting-based multi-label text categorization.

Bassam Al-Salemi, Masri Ayob, Shahrul Azman Mohd. Noah

Expert Syst. Appl., 2018

2017

An adaptive guided variable neighborhood search based on honey-bee mating optimization algorithm for the course timetabling problem.

Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Zulkifli Ahmad, Nasser R. Sabar

Soft Comput., 2017

An adaptive hybrid algorithm for vehicle routing problems with time windows.

Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar

Comput. Ind. Eng., 2017

2016

The effect of elite pool in hybrid population-based meta-heuristics for solving combinatorial optimization problems.

Ghaith M. Jaradat, Masri Ayob, Ibrahim Almarashdeh

Appl. Soft Comput., 2016

2015

Automatic Design of a Hyper-Heuristic Framework With Gene Expression Programming for Combinatorial Optimization Problems.

Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu

IEEE Trans. Evol. Comput., 2015

A Dynamic Multiarmed Bandit-Gene Expression Programming Hyper-Heuristic for Combinatorial Optimization Problems.

Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu

IEEE Trans. Cybern., 2015

Meta-harmony search algorithm for the vehicle routing problem with time windows.

Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar

Inf. Sci., 2015

A Hybrid Meta-Heuristic Algorithm for Vehicle Routing Problem with Time Windows.

Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar

Int. J. Artif. Intell. Tools, 2015

2014

On the performance of Scatter Search for post-enrolment course timetabling problems.

Ghaith M. Jaradat, Masri Ayob, Zulkifli Ahmad

J. Comb. Optim., 2014

An Exponential Monte-Carlo algorithm for feature selection problems.

Salwani Abdullah, Nasser R. Sabar, Mohd Zakree Ahmad Nazri, Masri Ayob

Comput. Ind. Eng., 2014

Population based Local Search for university course timetabling problems.

Anmar Abuhamdah, Masri Ayob, Graham Kendall, Nasser R. Sabar

Appl. Intell., 2014

2013

Grammatical Evolution Hyper-Heuristic for Combinatorial Optimization Problems.

Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu

IEEE Trans. Evol. Comput., 2013

A harmony search algorithm for nurse rostering problems.

Mohammed Hadwan, Masri Ayob, Nasser R. Sabar, Rong Qu

Inf. Sci., 2013

2012

A honey-bee mating optimization algorithm for educational timetabling problems.

Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu

Eur. J. Oper. Res., 2012

A graph coloring constructive hyper-heuristic for examination timetabling problems.

Nasser R. Sabar, Masri Ayob, Rong Qu, Graham Kendall

Appl. Intell., 2012

Multi-parent insertion crossover for vehicle routing problem with time windows.

Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

The effect of learning mechanism in Variables Neighborhood Search.

Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

2011

MYNDA - An Intelligent Data Mining Application Generator.

Zulaiha Ali Othman, Abdul Razak Hamdan, Azuraliza Abu Bakar, Suhaila Zainudin, Hafiz Mohd Sarim, Mohd Zakree Ahmad Nazri, Zalinda Othman, Salwani Abdullah, Masri Ayob, Ahmad Tarmizi Abdul Ghani

Proceedings of the Visual Informatics: Sustaining Research and Innovations, 2011

Solving the viva presentations timetabling problem: A case study at FTSM-UKM.

Masri Ayob, Ghaith M. Jaradat, Abdul Razak Hamdan, Hafiz Mohd Sarim, Mohd Zakree Ahmad Nazri

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

2010

Stratified random sampling technique for integrated two-stage multi-neighbourhood tabu search for examination timetabling problem.

Ariff Md. Ab. Malik, Masri Ayob, Abdul Razak Hamdan

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Big Bang-Big Crunch optimization algorithm to solve the course timetabling problem.

Ghaith M. Jaradat, Masri Ayob

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Adaptive randomized descent algorithm using round robin for solving course timetabling problems.

Anmar Abuhamdah, Masri Ayob

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

An Elitist-Ant System for Solving the Post-Enrolment Course Timetabling Problem.

Ghaith M. Jaradat, Masri Ayob

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2010

2009

The optimisation of the single surface mount device placement machine in printed circuit board assembly: a survey.

Masri Ayob, Graham Kendall

Int. J. Syst. Sci., 2009

Examination timetabling using scatter search hyper-heuristic.

Nasser R. Sabar, Masri Binti Ayob

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Vehicle and driver scheduling modelling: A case study in UKM.

Ahmed Oughalime, Wan Rosmanira Ismail, Choong-Yeun Liong, Masri Binti Ayob

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Iterated two-stage multi-neighbourhood tabu search approach for examination timetabling problem.

Ariff Md. Ab. Malik, Masri Binti Ayob, Abdul Razak Hamdan

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

An exploration study of nurse rostering practice at Hospital Universiti Kebangsaan Malaysia.

Mohammed Hadwan, Masri Binti Ayob

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Hybrid Ant Colony systems for course timetabling problems.

Masri Binti Ayob, Ghaith M. Jaradat

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Hybridization Multi-Neighbourhood Particle Collision Algorithm and Great Deluge for solving course timetabling problems.

Anmar Abuhamdah, Masri Binti Ayob

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Multi-Neighbourhood Particle Collision Algorithm for solving course timetabling problems.

Anmar Abuhamdah, Masri Binti Ayob

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Roulette Wheel Graph Colouring for Solving Examination Timetabling Problems.

Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu

Proceedings of the Combinatorial Optimization and Applications, 2009

Tabu exponential Monte-Carlo with counter heuristic for examination timetabling.

Nasser R. Sabar, Masri Ayob, Graham Kendall

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Scheduling, 2009

2008

A survey of surface mount device placement machine optimisation: Machine classification.

Masri Ayob, Graham Kendall

Eur. J. Oper. Res., 2008

2007

Solving a Practical Examination Timetabling Problem: A Case Study.

Masri Ayob, Ariff Md. Ab. Malik, Salwani Abdullah, Abdul Razak Hamdan, Graham Kendall, Rong Qu

Proceedings of the Computational Science and Its Applications, 2007

2005

A triple objective function with a Chebychev dynamic pick-and-place point specification approach to optimise the surface mount placement machine.

Masri Ayob, Graham Kendall

Eur. J. Oper. Res., 2005

2000

Gender Differences In Computer Literacy Level Among Undergraduate Students In Universiti Kebangsaan Malaysia (UKM).

Nor Azan Mat Zin, Halimah Badioze Zaman, Hairulliza Mohamad Judi, Norhayati Abdul Mukti, Hazilah Mohd Amin, Shahnorbanun Sahran, Kamsuriah Ahmad, Masri Ayob, Salwani Abdullah, Zuraidah Abdullah

Electron. J. Inf. Syst. Dev. Ctries., 2000