Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. DR. MASRI BINTI AYOB

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
masri@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Prof Dr Masri Ayob is a lecturer in the Faculty of Information Science and Technology at the Universiti Kebangsaan Malaysia (UKM) since 1997. She has obtained her PhD in Computer Science at The University of Nottingham in 2005. Her main research areas include meta-heuristics, hyper-heuristics, scheduling and timetabling, especially educational timetabling, healthcare scheduling and routing problems. She has published more than 150 papers at international journals and at peer-reviewed international conferences. She has been served as a programme committee for more than 50 international conferences and reviewers for high impact journals. She was a member of ASAP research group at the The University of Nottingham. Currently, she is a principle researcher in Data Mining and Optimisation Research Group (DMO), Centre for Artificial Intelligent (CAIT), UKM.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Sains Komputer , Doktor Falsafah , UNIVERSITY OF NOTTINGHAM, UNITED KINGDOM , 2005
Elektrik , Sarjana , UTM , 1996
Elektrik & Elektronik , Sarjana Muda , UKM , 1990
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE (optimization)
ARTIFICIAL INTELLIGENCE - ARTIFICIAL INTELLIGENCE (meta-heuristic)
ARTIFICIAL INTELLIGENCE - ARTIFICIAL INTELLIGENCE (scheduling)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Liu Chian Yong, Muhammad Maaya, Azarinah Izaham, Raha Abdul Rahman.  (2024).  An Improved Saturation Degree-based Constructive Heuristic For Master Surgery Scheduling Problem: Case Study.  - Ieee Access.  44748-44772. 
Su, Zhihao, Afzan Adam, Mohammad Faidzul Nasrudin, Masri Ayob, And Gauthamen Punganan.  (2023).  Skeletal Fracture Detection With Deep Learning: A Comprehensive Review.  - Diagnostics.  3245. 
Musatafa Abbas Abbood Albadr, 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.  27165-27191. 
Narjes Khatoon Naseri, Elankovan Sundararajan, Masri Ayob.  (2023).  Smart Root Search (srs) In Solving Service Time-cost Optimization In Cloud Computing Service Composition (stcoccsc) Problems.  - Symmetry.  1-21. 
Hossam M. J. Mustafa, Masri Ayob, Hisham A. Shehadeh, Abd Sawsan Abu-taleb.  (2023).  Multi-objective Memetic Differential Evolution Optimization Algorithm For Text Clustering Problems.  - Neural Computing And Applications.  1711-1731. 
Musatafa Abbas Abbood Albadr, Masri Ayob, Sabrina Tiun, Fahad Taha Al-dhief, Anas Arram And Sura Khalaf.  (2023).  Breast Cancer Diagnosis Using The Fast Learning Network Algorithm.  - Frontiers In Oncology.  1-16. 
Adil Yaseen Taha, Sabrina Tiun, Abdul Hadi Abd Rahman, Masri Ayob And Ali Sabah Abdulameer.  (2022).  Unified Graph-based Missing Label Propagation Method For Multilabel Text Classification.  - Symmetry.  286-307. 
Ali Sabah Abdulameer, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2022).  Enhanced Clustering Models With Wiki-based K-nearest Neighbors-based Representation For Web Search Result Clustering.  - Journal Of King Saud University - Computer And Information Sciences.  840-850. 
Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Faizan Qamar, Graham Kendall.  (2022).  Research Trends In The Optimization Of The Master Surgery Scheduling Problem.  - Ieee Access.  91466-91480. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief, Khairuddin Omar, Mhd Khaled Maen.  (2022).  Speech Emotion Recognition Using Optimized Genetic Algorithm-extreme Learning Machine.  - Multimedia Tools And Applications.  23963-23989. 
Musatafa Abbas Abbood Albadr, Masri Ayob, Sabrina Tiun, Fahad Taha Al-dhief, Mohammad Kamrul Hasan.  (2022).  Gray Wolf Optimization-extreme Learning Machine Approach For Diabetic Retinopathy Detection.  - Frontiers In Public Health.  1-16. 
Anas Arram, Masri Ayob, Alaa Sulaiman.  (2021).  Hybrid Bird Mating Optimizer With Single-based Algorithms For Combinatorial Optimization Problems.  - Ieee Access.  5972-5989. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Manal Mohammed, Fahad Taha Al-dhief.  (2021).  Mel-frequency Cepstral Coefficient Features Based On Standard Deviation And Principal Component Analysis For Language Identification Systems.  - Cognitive Computation.  1136-1153. 
Ali Sabah, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2021).  Enhancing Web Search Result Clustering Model Based On Multiview Multirepresentation Consensus Cluster Ensemble (mmcc) Approach.  - Plos One.  1-22. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief, Khairuddin Omar, Faizal Amri Hamzah.  (2020).  Optimised Genetic Algorithm-extreme Learning Machine Approach For Automatic Covid-19 Detection.  - Plos One.  1-28. 
Mansour Alssager, Zulaiha Ali Othman, Masri Ayob, Rosmayati Mohemad, And Herman Yuliansyah.  (2020).  Hybrid Cuckoo Search For The Capacitated Vehicle Routing Problem.  - Symmetry.  1-28. 
Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, And Masri Ayob.  (2020).  Smoothing Secant Line Slope Using Aggregation Fischer Burmeister Function.  - Ieee Access.  10052-10053. 
Anas Arram, Masri Ayob, Graham Kendall, And Alaa Sulaiman.  (2020).  Bird Mating Optimizer For Combinatorial Optimization Problems.  - Ieee Access.  96845-96858. 
Musatafa Abbas Albadr, Sabrina Tiun, Masri Ayob, Fahad Al-dhief.  (2020).  Genetic Algorithm Based On Natural Selection Theory For Optimization Problems.  - Symmetry.  1-31. 
Hossam M. J. Mustafa, Masri Ayob, Dheeb Albashish, And Sawsan Abu-taleb.  (2020).  Solving Text Clustering Problem Using A Memetic Differential Evolution Algorithm.  - Plos One.  1-18. 
Narjes Khatoon Naseri, Elankovan A. Sundararajan, Masri Ayob And Amin Jula.  (2020).  Smart Root Search (srs) : A Novel Nature Inspired Search Algorithm.  - Symmetry.  1-28. 
Bassam Al-salemi, Masri Ayob, Graham Kendall, Shahrul Azman Mohd Noah.  (2019).  Multi-label Arabic Text Categorization: A Benchmark And Baseline Comparison Of Multi-label Learning Algorithms.  - Information Processing And Management. 
Anas Arram, Masri Ayob.  (2019).  A Novel Multi-parent Order Crossover In Genetic Algorithm For Combinatorial Optimization Problems.  - Computers & Industrial Engineering.  267-274. 
Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri,graham Kendall.  (2019).  An Improved Adaptive Memetic Differential Evolution Optimization Algorithms For Data Clustering Problems.  - Plos One.  1-17. 
Bassam Al-salemi, Masri Ayob, Shahrul Azman Mohd Noah.  (2018).  Feature Ranking For Enhancing Boosting-based Multi-label Text Categorization.  - Expert Systems With Applications. 
Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Zulkifli Ahmad And Nasser R. Sabar.  (2017).  An Adaptive Guided Variable Neighborhood Search Based On Honey-bee Mating Optimization Algorithm For The Course Timetabling Problem.  - Soft Computing.  6755-6765. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar.  (2017).  An Adaptive Hybrid Algorithm For Vehicle Routing Problems With Time Windows.  - Computers & Industrial Engineering.  382-391. 
Ghaith Jaradata, Masri Ayob, Ibrahim Almarashdeh.  (2016).  The Effect Of Elite Pool In Hybrid Population-based Meta-heuristics For Solving Combinatorial Optimization Problems.  - Applied Soft Computing.  45-56. 
Sabar, N.r.; Ayob, M.; Kendall, G.; Rong Qu.  (2015).  A Dynamic Multiarmed Bandit-gene Expression Programming Hyper-heuristic For Combinatorial Optimization Problems.  - Ieee Transactions On Cybernetics / Ieee Transactions On Systems Man And Cybernetics Part B-cybernetics.  217-228. 
Nasser R. Sabar, Masri Ayob, Graham Kendall.  (2015).  Automatic Design Of A Hyper-heuristic Framework With Gene Expression Programming For Combinatorial Optimization Problems.  - Ieee Transactions On Evolutionary Computation.  309-325. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Nasser R. Sabar.  (2015).  Meta-harmony Search Algorithm For The Vehicle Routing Problem With Time Windows.  - Information Sciences.  140-158. 
Salwani Abdullah, Nasser R. Sabar, Mohd Zakree Ahmad Nazri, Masri Ayob.  (2014).  An Exponential Monte-carlo Algorithm For Feature Selection Problems.  - Computers & Industrial Engineering.  67(2014):160-167. 
Anmar Abuhamdah, Masri Ayob, Graham Kendall, Nasser R. Sabar.  (2014).  Population Based Local Search For University Course Timetabling Problems.  - Applied Intelligence.  40(1):44-53. 
Nasser R. Sabar, Masri Ayob, Graham Kendall And Rong Qu.  (2013).  Grammatical Evolution Hyper-heuristic For Combinatorial Optimization Problems.  - Ieee Transactions On Evolutionary Computation.  17(6):840-861. 
Mohammed Hadwan, Masri Ayob, Nasser R. Sabar And Roug Qu.  (2013).  A Harmony Search Algorithm For Nurse Rostering Problems.  - Information Sciences.  233:126-140. 
Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu.  (2012).  A Honey-bee Mating Optimization Algorithm For Educational Timetabling Problems.  - European Journal Of Operational Research.  216(3):533-543. 
Anmar Abuhamdah And Masri Ayob.  (2010).  Adaptive Randomized Descent Algorithm For Solving Course Timetabling Problems.  - International Journal Of The Physical Sciences.  5(16):2516-2522. 
Masri Ayob, Graham Kendall.  (2008).  A Survey Of Surface Mount Device Placement Machine Optimisation: Machine Classification.  - European Journal Of Operational Research.  186(3):893-914. 

Penerbitan WOS

Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, Masri Ayob.  (2019).  A Recent Trend In Individual Counting Approach Using Deep Network.  - International Journal Of Interactive Multimedia And Artificial Intelligence.  5-14. 
Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri, Sawsan Abu-taleb.  (2019).  Multi-objectives Memetic Discrete Differential Evolution Algorithm For Solving The Container Pre-marshalling Problem.  - Journal Of Information And Communication Technology.  77-96. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief.  (2019).  Spoken Language Identification Based On Optimised Genetic Algorithm Extreme Learning Machine Approach.  - International Journal Of Speech Technology.  711-727. 
Samar Kamil, Masri Ayob, Siti Norul Huda Sheikh Abdullah, Zulkifli Ahmad.  (2018).  Lightweight And Optimized Multi-layer Data Hiding Using Video Steganography Paper.  - International Journal Of Advanced Computer Science And Applications. 
Esam Taha Yassen, Anas Arram, Masri Ayob, Mohd Zakree Ahmad Nazri.  (2017).  A Constructive Heuristic For Police Patrol Routing Problems.  - Pertanika Journal Science And Technology.  87-96. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Nasser R. Sabar.  (2015).  A Hybrid Meta-heuristic Algorithm For Vehicle Routing Problem With Time Windows.  - International Journal On Artificial Intelligence Tools.  1550021-1-23. 
Ghaith Jaradat, Masri Ayob And Zulkifli Ahmad.  (2014).  On The Performance Of Scatter Search For Post-enrolment Course Timetabling Problems.  - Journal Of Combinatorial Optimization.  27(3):417-439. 
Nasser R. Sabar, Masri Ayob, Rong Qu And Graham Kendall.  (2012).  A Graph Coloring Constructive Hyper-heuristic For Examination Timetabling Problems.  - Applied Intelligence.  37(2012):1-11. 
Masri Ayob, Ariff Md Ab Malik, Salwani Abdullah, Abdul Razak Hamdan, Graham Kendall, And Rong Qu.  (2007).  Solving A Practical Examination Timetabling Problem: A Case Study.  - Lecture Notes In Computer Science (lncs).  4707(3):611?624. 

Penerbitan SCOPUS/ERA

Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Liu Chian Yong, Muhammad Maaya, Azarinah Izaham, Raha Abdul Rahman.  (2024).  An Improved Saturation Degree-based Constructive Heuristic For Master Surgery Scheduling Problem: Case Study.  - Ieee Access.  44748-44772. 
Su, Zhihao, Afzan Adam, Mohammad Faidzul Nasrudin, Masri Ayob, And Gauthamen Punganan.  (2023).  Skeletal Fracture Detection With Deep Learning: A Comprehensive Review.  - Diagnostics.  3245. 
Narjes Khatoon Naseri, Elankovan Sundararajan, Masri Ayob.  (2023).  Smart Root Search (srs) In Solving Service Time-cost Optimization In Cloud Computing Service Composition (stcoccsc) Problems.  - Symmetry.  1-21. 
Musatafa Abbas Abbood Albadr, Masri Ayob, Sabrina Tiun, Fahad Taha Al-dhief, Anas Arram And Sura Khalaf.  (2023).  Breast Cancer Diagnosis Using The Fast Learning Network Algorithm.  - Frontiers In Oncology.  1-16. 
Musatafa Abbas Abbood Albadr, 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.  27165-27191. 
Hossam M. J. Mustafa, Masri Ayob, Hisham A. Shehadeh, Abd Sawsan Abu-taleb.  (2023).  Multi-objective Memetic Differential Evolution Optimization Algorithm For Text Clustering Problems.  - Neural Computing And Applications.  1711-1731. 
Rosmina Jaafar, Meng Chun Lam, Mohamad Norizal Abdullah, Afzan Adam, Faizal Amri Hamzah, Mohd Hisham Mohd Isa, Masri Ayob.  (2022).  Enhancing Healthcare Service Delivery Via Patient Tracking System Using Mobile Apps Technology: A Case Study.  - Journal Of Engineering Science And Technology.  3526-3538. 
Adil Yaseen Taha, Sabrina Tiun, Abdul Hadi Abd Rahman, Masri Ayob And Ali Sabah Abdulameer.  (2022).  Unified Graph-based Missing Label Propagation Method For Multilabel Text Classification.  - Symmetry.  286-307. 
Ali Sabah Abdulameer, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2022).  Enhanced Clustering Models With Wiki-based K-nearest Neighbors-based Representation For Web Search Result Clustering.  - Journal Of King Saud University - Computer And Information Sciences.  840-850. 
Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Faizan Qamar, Graham Kendall.  (2022).  Research Trends In The Optimization Of The Master Surgery Scheduling Problem.  - Ieee Access.  91466-91480. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief, Khairuddin Omar, Mhd Khaled Maen.  (2022).  Speech Emotion Recognition Using Optimized Genetic Algorithm-extreme Learning Machine.  - Multimedia Tools And Applications.  23963-23989. 
Musatafa Abbas Abbood Albadr, Masri Ayob, Sabrina Tiun, Fahad Taha Al-dhief, Mohammad Kamrul Hasan.  (2022).  Gray Wolf Optimization-extreme Learning Machine Approach For Diabetic Retinopathy Detection.  - Frontiers In Public Health.  1-16. 
Hossam M. J. Mustafa And Masri Ayob.  (2022).  Enhanced Connectivity Validity Measure Based On Outlier Detection For Multi-objective Metaheuristic Data Clustering Algorithms.  - Applied Computational Intelligence And Soft Computing.  1-10. 
Anas Arram, Masri Ayob, Alaa Sulaiman.  (2021).  Hybrid Bird Mating Optimizer With Single-based Algorithms For Combinatorial Optimization Problems.  - Ieee Access.  5972-5989. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Manal Mohammed, Fahad Taha Al-dhief.  (2021).  Mel-frequency Cepstral Coefficient Features Based On Standard Deviation And Principal Component Analysis For Language Identification Systems.  - Cognitive Computation.  1136-1153. 
Shidrokh Goudarzi, Mohammad Hossein Anisi, Seyed Ahmad Soleymani, Masri Ayob, Sherali Zeadally.  (2021).  An Iot-based Prediction Technique For Efficient Energy Consumption In Buildings.  - Ieee Transactions On Green Communications And Networking.  2076-2088. 
Hossam M. J. Mustafa, Masri Ayob, Dheeb Albashish, And Sawsan Abu-taleb.  (2020).  Solving Text Clustering Problem Using A Memetic Differential Evolution Algorithm.  - Plos One.  1-18. 
Adil Yaseen Taha, Sabrina Tiun, Abdul Hadi Abd Rahman, Masri Ayob, Ali Sabah.  (2020).  A Dynamic Two-layers Mi And Clustering-based Ensemble Feature Selection For Multi-labels Text Classification.  - International Journal Of Advanced Computer Science And Applications.  514-523. 
Anas Arram, Masri Ayob, Graham Kendall, And Alaa Sulaiman.  (2020).  Bird Mating Optimizer For Combinatorial Optimization Problems.  - Ieee Access.  96845-96858. 
Musatafa Abbas Albadr, Sabrina Tiun, Masri Ayob, Fahad Al-dhief.  (2020).  Genetic Algorithm Based On Natural Selection Theory For Optimization Problems.  - Symmetry.  1-31. 
Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, And Masri Ayob.  (2020).  Smoothing Secant Line Slope Using Aggregation Fischer Burmeister Function.  - Ieee Access.  10052-10053. 
Mansour Alssager, Zulaiha Ali Othman, Masri Ayob, Rosmayati Mohemad, And Herman Yuliansyah.  (2020).  Hybrid Cuckoo Search For The Capacitated Vehicle Routing Problem.  - Symmetry.  1-28. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief, Khairuddin Omar, Faizal Amri Hamzah.  (2020).  Optimised Genetic Algorithm-extreme Learning Machine Approach For Automatic Covid-19 Detection.  - Plos One.  1-28. 
Narjes Khatoon Naseri, Elankovan A. Sundararajan, Masri Ayob And Amin Jula.  (2020).  Smart Root Search (srs) : A Novel Nature Inspired Search Algorithm.  - Symmetry.  1-28. 
Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha Al-dhief.  (2019).  Spoken Language Identification Based On Optimised Genetic Algorithm Extreme Learning Machine Approach.  - International Journal Of Speech Technology.  711-727. 
Esam Taha Yassen, Masri Ayob, Alaa Abdalqhar Jihad, Mohd Zakree Ahmad Nazri.  (2019).  Hyper Heuristic For Solving Quay Crane Scheduling Problem.  - Journal Of Southwest Jiaotong University.  1-14. 
Anahita Ghazvini, Siti Norul Huda Sheikh Abdullah, Masri Ayob.  (2019).  A Recent Trend In Individual Counting Approach Using Deep Network.  - International Journal Of Interactive Multimedia And Artificial Intelligence.  5-14. 
Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri,graham Kendall.  (2019).  An Improved Adaptive Memetic Differential Evolution Optimization Algorithms For Data Clustering Problems.  - Plos One.  1-17. 
Anas Arram, Masri Ayob.  (2019).  A Novel Multi-parent Order Crossover In Genetic Algorithm For Combinatorial Optimization Problems.  - Computers & Industrial Engineering.  267-274. 
Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri, Sawsan Abu-taleb.  (2019).  Multi-objectives Memetic Discrete Differential Evolution Algorithm For Solving The Container Pre-marshalling Problem.  - Journal Of Information And Communication Technology.  77-96. 
Bassam Al-salemi, Masri Ayob, Graham Kendall, Shahrul Azman Mohd Noah.  (2019).  Multi-label Arabic Text Categorization: A Benchmark And Baseline Comparison Of Multi-label Learning Algorithms.  - Information Processing And Management. 
Samar Kamil, Masri Ayob, Siti Norul Huda Sheikh Abdullah, Zulkifli Ahmad.  (2018).  Lightweight And Optimized Multi-layer Data Hiding Using Video Steganography Paper.  - International Journal Of Advanced Computer Science And Applications. 
Bassam Al-salemi, Masri Ayob, Shahrul Azman Mohd Noah.  (2018).  Feature Ranking For Enhancing Boosting-based Multi-label Text Categorization.  - Expert Systems With Applications. 
Mansour Alssager, Zulaiha Ali Othman, Masri Ayob.  (2017).  Cheapest Insertion Constructive Heuristic Based On Two Combination Seed Customer Criterion For The Capacitated Vehicle Routing Problem.  - International Journal On Advanced Science, Engineering And Information Technology.  207-214. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri, Nasser R. Sabar.  (2017).  An Adaptive Hybrid Algorithm For Vehicle Routing Problems With Time Windows.  - Computers & Industrial Engineering.  382-391. 
Esam Taha Yassen, Anas Arram, Masri Ayob, Mohd Zakree Ahmad Nazri.  (2017).  A Constructive Heuristic For Police Patrol Routing Problems.  - Pertanika Journal Science And Technology.  87-96. 
Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Zulkifli Ahmad And Nasser R. Sabar.  (2017).  An Adaptive Guided Variable Neighborhood Search Based On Honey-bee Mating Optimization Algorithm For The Course Timetabling Problem.  - Soft Computing.  6755-6765. 
Ghaith Jaradata, Masri Ayob, Ibrahim Almarashdeh.  (2016).  The Effect Of Elite Pool In Hybrid Population-based Meta-heuristics For Solving Combinatorial Optimization Problems.  - Applied Soft Computing.  45-56. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Nasser R. Sabar.  (2015).  A Hybrid Meta-heuristic Algorithm For Vehicle Routing Problem With Time Windows.  - International Journal On Artificial Intelligence Tools.  1550021-1-23. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Nasser R. Sabar.  (2015).  Meta-harmony Search Algorithm For The Vehicle Routing Problem With Time Windows.  - Information Sciences.  140-158. 
Anas Arram, Masri Ayob And Mohammad Zakree.  (2015).  Comparative Study Of Meta-heuristic Approaches For Solving Traveling Salesman Problems.  - Asian Journal Of Applied Sciences.  662-670. 
Esam Taha Yassen, Masri Ayob, And Mohd Zakree Ahmad Nazri.  (2015).  The Effect Of Hybridizing Local Search Algorithms With Harmony Search For The Vehicle Routing Problem With Time Windows.  - Journal Of Theoretical And Applied Information Technology.  43-58. 
Sabar, N.r.; Ayob, M.; Kendall, G.; Rong Qu.  (2015).  A Dynamic Multiarmed Bandit-gene Expression Programming Hyper-heuristic For Combinatorial Optimization Problems.  - Ieee Transactions On Cybernetics / Ieee Transactions On Systems Man And Cybernetics Part B-cybernetics.  217-228. 
Nasser R. Sabar, Masri Ayob, Graham Kendall.  (2015).  Automatic Design Of A Hyper-heuristic Framework With Gene Expression Programming For Combinatorial Optimization Problems.  - Ieee Transactions On Evolutionary Computation.  309-325. 
Mohammad Mobasher Kashani And Masri Ayob.  (2014).  Reduction Operators For Magnetic Optimization Algorithm.  - Journal Of Applied Sciences.  3446-3454. 
Masri Ayob, Mohd Zakree Ahmad Nazri, Tri Basuki Kurniawan, Yang Xiao Fei, Esam Taha Yassen.  (2014).  A Constructive Heuristic For Discreet Berth Allocation Problems.  - International Journal Of Advancements In Computing Technology.  6(2):31-36. 
Anmar Abuhamdah, Masri Ayob, Graham Kendall, Nasser R. Sabar.  (2014).  Population Based Local Search For University Course Timetabling Problems.  - Applied Intelligence.  40(1):44-53. 
Salwani Abdullah, Nasser R. Sabar, Mohd Zakree Ahmad Nazri, Masri Ayob.  (2014).  An Exponential Monte-carlo Algorithm For Feature Selection Problems.  - Computers & Industrial Engineering.  67(2014):160-167. 
Masri Ayob, Mohammed Hadwan And Hafiz Mohd Sarim.  (2013).  The Harmony Search Algorithms In Solving Combinatorial Optimization Problems.  - Research Journal Of Applied Sciences.  8(3):191-198. 
Hamzah Ali Alkhazaleh, Masri Ayob And Zulkifli Ahmad.  (2013).  Scatter Search For Solving Team Orienteering Problem.  - Research Journal Of Applied Sciences.  8(3):181-190. 
Ariff Md Ab Malik, Masri Ayob, Abdul Razak Hamdan And Zulkifli Ahmad.  (2013).  An Adaptive Switcher Mechanism Of Integrated Two-stage Multi-neighbourhood Tabu Search For University Examination Timetabling Problems.  - Research Journal Of Applied Sciences.  8(3):152-160. 
H.y. Tarawneh And Masri Ayob.  (2013).  Adaptive Neighbourhoods Structure Selection Mechanism In Simulated Annealing For Solving University Course Timetabling Problems.  - Journal Of Applied Sciences.  13(7):1087-1093. 
Hassan Y. Tarawneh, Masri Ayob And Zulkifli Ahmad.  (2013).  Simulated Annealing With Dynamic Initial Temperatures For University Course Timetable Problem.  - Journal Of Engineering And Applied Sciences.  8(2):58-63. 
Yang Xiao Fei, Masri Ayob, Mohd Zakree Ahmad Nazri And Zulkifli Ahmad.  (2013).  A Hierarchical Approach For Assigning Examinations To Timeslots And Rooms: A Case Study.  - Journal Of Engineering And Applied Sciences.  8(2):69-72. 
Ghaith M. Jaradat And Masri Ayob.  (2013).  Effect Of Elite Pool And Euclidean Distance In Big Bang-big Crunch Metaheuristic For Post-enrolment Course Timetabling Problems.  - International Journal Of Soft Computing.  8(2):96-107. 
Nasser R. Sabar, Masri Ayob, Graham Kendall And Rong Qu.  (2013).  Grammatical Evolution Hyper-heuristic For Combinatorial Optimization Problems.  - Ieee Transactions On Evolutionary Computation.  17(6):840-861. 
Masri Ayob, Mohd Zakree Ahmad Nazri, Yang Xiao Fei.  (2013).  Local Search Heuristics For The One Dimensional Bin Packing Problems.  - Journal Of Applied Sciences.  13(6):919-923. 
H.y. Tarawneh, Masri Ayob And Zulkifli Ahmad.  (2013).  A Hybrid Simulated Annealing With Solutions Memory For Curriculum-based Course Timetabling Problem.  - Journal Of Applied Sciences.  13(2):262-269. 
Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Hafiz Mohd Sarim.  (2013).  Adaptive Guided Variable Neighborhood Search.  - Journal Of Applied Sciences.  13(6):883-888. 
Mohammed Hadwan, Masri Ayob, Nasser R. Sabar And Roug Qu.  (2013).  A Harmony Search Algorithm For Nurse Rostering Problems.  - Information Sciences.  233:126-140. 
Hamzah Ali Alkhazaleh, Masri Ayob, Zalinda Othman And Zulkifli Ahmad.  (2013).  Constructive Heuristics For Team Orienteering Problems.  - Journal Of Applied Sciences.  13(6):876-882. 
Masri Ayob, Mohammed Hadwan, Mohd Zakree Ahmad Nazri And Zulkifli Ahmad.  (2013).  Enhanced Harmony Search Algorithm For Nurse Rostering Problems.  - Journal Of Applied Sciences.  13(6):846-853. 
Masri Ayob, Mohd Zakree Ahmad Nazri, Suhaila Zainuddin And Tri Basuki Kurniawan.  (2013).  Component Pick And Place Scheduling For Surface Mount Device Placement Device Placement Machine.  - International Journal Of Soft Computing.  8(1):29-41. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Zulkifli Ahmad.  (2013).  Harmony Search Algorithm For Vehicle Routing Problem With Time Windows.  - Journal Of Applied Sciences.  13(4):633-638. 
Masri Ayob And Mohd Zakree Ahmad Nazri.  (2012).  Improving The Throughput Of Component Placement Machines By Nozzle Optimisation.  - International Journal Of Systems Signal Control And Engineering Application.  5(2):31-46. 
Nasser R. Sabar, Masri Ayob, Rong Qu And Graham Kendall.  (2012).  A Graph Coloring Constructive Hyper-heuristic For Examination Timetabling Problems.  - Applied Intelligence.  37(2012):1-11. 
Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu.  (2012).  A Honey-bee Mating Optimization Algorithm For Educational Timetabling Problems.  - European Journal Of Operational Research.  216(3):533-543. 
Masri Ayob And Ariff Ab Malik.  (2011).  A New Model For An Examination-room Assignment Problem.  - Journal Of Computer Science And Network Security.  11(10):187-190. 
Ghaith M. Jaradat And Masri Ayob.  (2011).  A Comparison Between Hybrid Population-based Approaches For Solving Post-enrolment Course Timetabling Problems.  - International Journal Of Computer Science And Network Security.  11(11):116-123. 
Rafidah Abdul Aziz, Masri Ayob And Zalinda Othman.  (2011).  A Case Study Of Practical Course Timetabling Problems.  - Journal Of Computer Science And Network Security.  11(10):152-155. 
Masri Ayob, Mohd Zakree Ahmad Nazri, Abdul Razak Hamdan, Erna Budhiarti Nababan And Hafiz Mohd Sarim.  (2011).  State-of-the-art On Reactive Search.  - Journal Of Computer Science And Network Security.  11(10):196-200. 
Ayob, M; Kendall, G.  (2009).  The Optimisation Of The Single Surface Mount Device Placement Machine In Printed Circuit Board Assembly: A Survey.  - International Journal Of Systems Science.  40(6):553-569. 
Masri Ayob, Graham Kendall.  (2008).  A Survey Of Surface Mount Device Placement Machine Optimisation: Machine Classification.  - European Journal Of Operational Research.  186(3):893-914. 

Prosiding Terindeks

Masri Ayob And Dewan Mahmuda Zaman.  (2023).  Elitism-based Genetic Algorithm Hyper-heuristic For Solving Real-life Surgical Scheduling Problem.  - 15th Asian Conference, Aciids 2023.  510-523. 
Mohamad Khairulamirin Md Razali, Abdul Hadi Abd Rahman, Masri Ayob, Razman Jarmin, Liu Chian Yong, Muhammad Maaya, Azarinah Izaham, Raha Abdul Rahman.  (2023).  Saturation Degree Based Constructive Heuristic For Master Surgery Scheduling Problem.  - 2023 Ieee International Conference On Artificial Intelligence In Engineering And Technology (iicaiet).  27-32. 
Mohammed Hadwan, Masri Ayob, Mohammed Al-hagery & Bassam Naji Al-tamimi.  (2019).  Climbing Harmony Search Algorithm For Nurse Rostering Problems.  - Proceedings Of The 3rd International Conference Of Reliable Information And Communication Technology Irict 2018.  74-83. 
Xiao Fei Yang, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2018).  An Investigation Of Timetable Satisfaction Factors For A Practical University Course Timetabling Problem.  - Proceedings Of The 2017 6th International Conference On Electrical Engineering And Informatics. 
S.n.h.s. Abdullah, W.f. Fauzi, M.n. Sudin, N.n. Zahari, Z. A. Rahman, A.ismail, N. R. M. Suradi, A.s. Rambely, N. Sarnon, A. H. Shaari, S. Samrun, N. Arsad, M.h.m. Saad, M. Mohd, M. Ayob, K.v. Jyn, K. A. Z. Nazri, R. Yaakub, Ariffin,m.z.a.na.  (2018).  Assessment Of Self-identity Among Teens Towards Self-crime Prevention Program.  - Cyber Resilience Conference 2018. 
Al-salemi, B., Ayob, M., Mohd Noah, S. A. & Ab Aziz, M. J..  (2017).  Feature Selection Based On Supervised Topic Modeling For Boosting-based Multi-label Text Categorization.  - Proceedings Of The 2017 6th International Conference On Electrical Engineering And Informatics: Sustainable Society Through Digital Innovation, Iceei 2017. 
Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman.  (2012).  The Effect Of Learning Mechanism In Variables Neighborhood Search.  - 2012 4th Conference On Data Mining And Optimization, Dmo 2012;langkawi. 
Esam Taha Yassen, Masri Ayob, Mohd Zakree Ahmad Nazri And Nasser R. Sabar.  (2012).  Multi-parent Insertion Crossover For Vehicle Routing Problem With Time Windows.  - 2012 4th Conference On Data Mining And Optimization, Dmo 2012;langkawi. 
Jaradat, G.m., Ayob, M..  (2011).  Scatter Search For Solving The Course Timetabling Problem.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Malik, A.m.a., Othman, A.k., Ayob, M., Hamdan, A.r..  (2011).  Hybrid Integrated Two-stage Multi-neighbourhood Tabu Search-emcq Technique For Examination Timetabling Problem.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Abobaker, R.a., Ayob, M., Hadwan, M..  (2011).  Greedy Constructive Heuristic And Local Search Algorithm For Solving Nurse Rostering Problems.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Hadwan, M., Ayob, M..  (2011).  A Semi-cyclic Shift Patterns Approach For Nurse Rostering Problems.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Jamom, M., Ayob, M., Hadwan, M..  (2011).  A Greedy Constructive Approach For Nurse Rostering Problem.  - 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Masri Ayob, Ghaith M. Jaradat, Abdul Razak Hamdan, Hafiz Mohd Sarim; Mohd Zakree Ahmad Nazri.  (2011).  Solving The Viva Presentations Timetabling Problem: A Case Study At Ftsm-ukm.  - 2011 International Conference On Electrical Engineering And Informatics, Iceei 2011; Bandung. 
Abuhamdah A., Ayob M..  (2011).  Mpca-arda For Solving Course Timetabling Problems.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Al-tarawneh H.y., Ayob M..  (2011).  Using Tabu Search With Multi-neighborhood Structures To Solve University Course Timetable Ukm Case Study (faculty Of Engineering).  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Othman, Z.a., Hamdan, A.r., Abu Bakar, A., Zainudin, S., Sarim, H.m., Nazri, M.z.a., Othman, Z., (...), Abdul Ghani, A.t..  (2011).  Mynda - An Intelligent Data Mining Application Generator.  - 2nd International Visual Informatics Conference, Ivic 2011; Selangor (lecture Notes In Computer Science). 
Ebtisam Sharif, Masri Ayob And Mohammed Hadwan.  (2011).  Hybridization Of Heuristic Approach With Variable Neighborhood Descent Search To Solve Nurse Rostering Problem At Universiti Kebangsaan Malaysia Medical Centre (ukmmc).  - 2011 3rd Conference On Data Mining And Optimization (dmo), Putrajaya, Malaysia. 
Masri Ayob!, Abdul Razak Hamdan, Salwani Abdullah, Zalinda Othman, Mohd Zakree Ahmad Nazri, Kiftiah Abd Razak, Rohana Tan, Norashikin Baharom, Hilmiah Abd Ghafar, Rashidah Md Dali And Nasser R.  (2011).  Intelligent Examination Timetabling Software.  - Procedia Social And Behavioral Sciences -kongres Pengajaran Dan Pembelajaran Ukm, 2010. 
Ghaith Jaradat And Masri Ayob.  (2010).  A Hybrid Elitist-ant System For Solving The Course Timetabling Problem.  - Lecture Notes In Computer Science. 
Hadwan, M, Ayob, M..  (2010).  A Constructive Shift Patterns Approach With Simulated Annealing For Nurse Rostering Problem.  - 4th International Symposium On Information Technology, Kuala Lumpur. 
Ariff Md Ab Malik, Masri Ayob And Abdul Razak Hamdan.  (2010).  Stratified Random Sampling Technique For Integrated Two-stage Multi-neighbourhood Tabu Search For Examination Timetabling Problem.  - Proc. Of 10th International Conference On Intelligent Systems Design And Applications, Ieee, Isda 2010. 
Anmar Abuhamdah And Masri Ayob.  (2010).  Adaptive Randomized Descent Algorithm Using Round Robin For Solving Course Timetabling Problems.  - Proc. Of 10th International Conference On Intelligent Systems Design And Applications, Ieee, Isda 2010. 
Ghaith Jaradat And Masri Ayob.  (2010).  Big Bang-big Crunch Optimization Algorithm To Solve The Course Timetabling Problem.  - Proc. Of 10th International Conference On Intelligent Systems Design And Applications, Ieee, Isda 2010. 
Anmar Abuhamdah And Masri Ayob.  (2010).  Average Late Acceptance Randomized Descent Algorithm For Solving Course Timetabling Problems.  - International Symposium On Information Technology (itsim 2010). 
Ahmed Oughalime, Wan Rosmanira Ismail, Liong Choong-yeun And Masri Ayob.  (2009).  Vehicle And Driver Scheduling Modelling: A Case Study In Ukm.  - 2nd Conference On Data Mining And Optimization,dmo `09, Selangor.. 
Anmar Abuhamdah And Masri Ayob.  (2009).  Hybridization Multi-neighbourhood Particle Collision Algorithm And Great Deluge For Solving Course Timetabling Problems.  - 2nd Conference On Data Mining And Optimization, 2009. Dmo `09, Residence Hotel, Selangor, Malaysia,. 
Anmar Abuhamdah And Masri Ayob.  (2009).  Multi-neighbourhood Particle Collision Algorithm For Solving Course Timetabling Problems.  - 2nd Conference On Data Mining And Optimization (dmo `09), Selangor.. 

Buku Penyelidikan

Masri Ayob, Mohd Hariszam Khamis.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 12. 

Bab Dalam Buku

Masri Ayob, Mohd Hariszam Khamis.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 12. 

Penerbitan Lain-lain

Zulaiha Binti Ali Othman;masri Binti Ayob;nor Samsiah Binti Sani.  (2024).  A Deep Learning Prune Based Algorithm With Compression To Optimise Iot Capability And Communication..  -
Dahlila Putri Binti Dahnil Sikumbang;masri Binti Ayob;salwani Binti Abdullah.  (2024).  Integrating Adaptive Radio Resource Allocation And Energy Harvesting Technique For Future Green Communication Systems.  -
Siti Norul Huda Sheikh Abdullah, Masri Ayob, Mohd Syazwan Baharuddin.  (2023).  Laporan Sitasi Ftsm Sehingga 2022 (unit P&i).  - Lp-ftsm-2023-001.  1-15. 
Masri Binti Ayob;raha Binti Abdul Rahman;mohd Zakree Bin Ahmad Nazri;razman Bin Jarmin;muhammad Bin Maaya;nor Samsiah Binti Sani;liu Chian Yong;sabrina Binti Tiun.  (2022).  Discrete Differential Evolution Algorithm Enhancement Using Self-adaptive Learning Mechanism For Solving Surgery Scheduling Problems.  -
Mohamad Norizal Abdullah, Masri Ayob, And Raja Nur Natasha Raja Ahmad Anuar.  (2021).  Anaesthetist Rostering Mobile Application For Hospital Canselor Tuanku Muhriz.  - Lp-cait-ftsm-2021-003.  1-5. 
Masri Ayob, Dewan Mahmuda Zaman.  (2021).  Scheduling Strategies For Operating Room Surgical Scheduling Problems.  - 1-4. 
Norizal Abdullah, Masri Ayob, Meng Chun Lam, Nasser R. Sabar.  (2021).  Issues In Surgical Scheduling Problem: Uncertainty, Capacity Planning, Request And Demand.  - Lp-cait-ftsm-2021-002.  1-4. 
Masri Ayob, Dewan Mahmuda Zaman.  (2021).  Simulated Annealing For Optimizing Surgical Scheduling Considering Different Real-life Constraints For Elective Patients.  - 1-4. 
Norizal Abdullah, Masri Ayob, Meng Chun Lam, And Nasser R. Sabar.  (2021).  Monthly Roster Model For Anaesthetist Rostering Problem At Hospital Canselor Tuanku Muhriz.  - Lp-cait-ftsm-2021-001.  1-17. 
Mohamad Norizal Abdullah, Masri Ayob, And Nurul Camelia Murada.  (2021).  Anaesthetist Rostering Web Application For Hospital Canselor Tuanku Muhriz.  - Lp-cait-ftsm-2021-007.  1-5. 
Masri Binti Ayob;mohd Zakree Bin Ahmad Nazri.  (2020).  Optimizing Port And Logistic Solutions For Container Terminal: A Simulation Study On Westports.  -
Masri Binti Ayob;abdul Razak Bin Hamdan;mohd Zakree Bin Ahmad Nazri.  (2019).  Solving Combinatorial Optimisation With Aoristic Problems Using Hyper-heuristic Approaches.  - 1-9. 
Meng Chun Lam, Jun Yang Lee, Masri Ayob & Faizal Amri Hamzah.  (2018).  Case Study: Bed Management Mobile Application For Hospital Canselor Tuanku Muhriz.  - Regional Conference On Non-communicable Diseases 2018 (rcncd 2018). 
Nursyakirah Hamimah Mohamad Halim & Masri Ayob.  (2018).  Aplikasi Mudah Alih Sistem Pemantauan Giliran Di Pusat Perubatan Universiti Kebangsaan Malaysia (ppukm).  - Pta-ftsm-2018-121. 
Boo Siet Mun & Masri Ayob.  (2018).  Aplikasi Go Ambulance.  - Pta-ftsm-2018-111. 
Nur Ezzati Atira Zulkiffeli & Masri Ayob.  (2018).  Aplikasi Mudah Alih Sistem Maklumat Giliran Di Unit Kecemasan Hospital Kerajaan.  - Pta-ftsm-2018-019. 
Amira Suhaimi & Masri Ayob.  (2018).  Aplikasi Mudah Alih Pemantauan Pesakit Di Zon Kritikal Dan Separa Kritikal Jabatan Kecemasan Pusat Perubatan Universiti Kebangsaan Malaysia.  - Pta-ftsm-2018-050. 
Meng Chun Lam, Jun Yang Lee, Masri Ayob & Faizal Amri Hamzah.  (2018).  Case Study: Bed Management Mobile Application For Hospital Canselor Tuanku Muhriz.  - Regional Conference On Non-communicable Diseases 2018 (rcncd 2018). 
Afzan Adam, Thong Wing Yin, Raja Zahratul Azma Raja Sabudin & Masri Ayub.  (2018).  Automatic Detection And Counter For Lymphoblast Cell.  - Regional Conference Onf Non-communicable Diseases. 
Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri & Sawsan Abu-taleb.  (2018).  Multi-objectives Memetic Discrete Differential Evolution Algorithm For Solving The Container Pre-marshalling Problem.  - The 4 Th International Multi-conference On Artificial Intelligence Technology (m-cait 2018). 
Goh Jee Yuan, Afzan Adam, Raja Zahratul Azma Raja Sabudin And Masri Ayob.  (2018).  Automatic Leucocytes Detector, Classifier And Counter.  - Regional Conference On Non-communicable Diseases 2018 (rcncd2018). 
Masri Ayob, Yap Yao, Young & Kalaivani Chellapan.  (2018).  Digital Signal Processing And Fuzzy Clustering For Vascular Compliance And Classification Compliance.  - Regional Conference On Non-communicable Diseases 2018 (rcncd2018). 
Yap Yao Young & Masri Ayob.  (2018).  Pemprosesan Isyarat Digital Dan Fuzzy Cluster Untuk Pengesanan Dan Klasifikasi Pematuhan Vaskular.  - Pta-ftsm-2018-015. 
Nur Alya Aqilah Nohd Nazri, Masri Ayob.  (2018).  Aplikasi Mudah Alih Pemantauan Pesakit Dalam Ambulans Melalui Panggilan.  - Pta-ftsm-2018-014. 
Nor Atiqah Mohd Masduki, Masri Ayob.  (2018).  Sistem Pengurusan Ambulan.  - Pta-ftsm-2018-168. 
Bassam Al-salemi, Masri Ayob & Shahrul Azman Mohd Noah.  (2017).  Post-optimized Boosting Algorithms For Multi-label Text Categorization.  - Reactive Research For Sol. 
Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Mohamad Amirul Asraf Mohammad Razali, Abbas Salimi, Bedir Yilmaz, Fasihah Nabihah Rahman, Afzan Adam, Shahnorbanun Sahran & Masri Ayob.  (2017).  Vehicle Classification Using Surf Bow And Support Vector Machine.  - An Assemble Of Image Prim. 
Xiao Fei Yang, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2017).  An Investigation Of Timetable Satisfaction Factors For A Practical University Course Timetabling Problem.  - Reactive Research For Sol. 
Bassam Al-salemi, Masri Ayob, Shahrul Azman Mohd Noah & Mohd. Juzaiddin Ab Aziz.  (2017).  Feature Selection Based On Supervised Topic Modeling For Boosting-based Multi-label Text Categorization.  - Reactive Research For Sol. 
Bassam Al-salemi, Masri Ayob & Shahrul Azman Mohd Noah.  (2017).  Multi-label Arabic Text Categorization: A Benchmark And Baseline Comparison Of Multi-label Learning Algorithms.  - An Enhanced Superficial M. 
Fatin Afifa Kasim & Masri Ayob.  (2017).  Aplikasi Mudah Alih Pengurusan Menjejak Pesakit Di Jabatan Kecemasan Ppukm.  - Reactive Research For Sol. 
Bassam Al-salemi, Masri Ayob, Shahrul Azman Mohd Noah, Mohd. Juzaiddin Ab Aziz.  (2017).  Feature Selection Based On Supervised Topic Modeling For Boosting-based Multi-label Text Categorization.  - 6th International Conference On Electrical Engineering And Informatics (iceei2017).  1-6. 
Lee Lin & Masri Ayob.  (2017).  Aplikasi Pemantauan Pesakit Di Dalam Ambulan.  - Reactive Research For Sol. 
Bassam Al-salemi, Masri Ayob & Shahrul Azman Mohd Noah.  (2017).  Feature Ranking For Enhancing Boosting-based Multi-label Text Categorization.  - Reactive Research For Sol. 
Esam Taha Yassen, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2016).  The Effectiveness Of Selection Mechanisms On Multi Parent Crossover Operator In Solving Vehicle Routing Problem With Time Windows.  - Reactive Research For Sol. 
Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Zulkifli Ahmad & Nasser R. Sabar.  (2016).  An Adaptive Guided Variable Neighborhood Search Based On Honey-bee Mating Optimization Algorithm For The Course Timetabling Problem.  - Negative Associative Clas. 
Esam Taha Yassen, Anas Arram, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2016).  A Constructive Heuristic For Police Patrol Routing Problems.  - Negative Associative Clas. 
Esam Taha Yassen, Anas Arram, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2016).  A Constructive Heuristic For Police Patrol Routing Problems.  - Multi-conference On Artificial Intelligence Technology (m-cait 2016). 
Anas Arram, Masri Ayob & Mohd Zakree Ahmad Nazri.  (2016).  Multi-parent Order Crossover In Genetic Algorithm For Combinatorial Optimization Problems.  - Negative Associative Clas. 
Anas W.a. Arram & Masri Ayob.  (2016).  Meta-bird Mating Optimizer For Combinatorial Optimization Problems.  - Reactive Research For Sol. 
Anas W.a. Arram & Masri Ayob.  (2016).  Bird Mating Optimizer For Combinatorial Optimization Problems.  - Cait-dmo-2016-13. 
Nasser R. Sabar, Masri Ayob And Graham Kendall.  (2014).  An Exponential Monte-carlo Local Search Algorithm For The Berth Allocation Problem.  - The 10th International Conference Of Practice And Theory Of Automated Timetabling, Patat2014. 
Hamzah Jusoh, Habibah Ahmad, Jalalulddin Abdul Malek, Sivapalan Selvadurai, Azima Abdul Manaf, Masri Ayob & Marsitah Mohd Radzi.  (2008).  Kajian Pembentukan Indeks Keefisienan Bandaraya Utama Semenanjung Malaysia (poster Penyelidikan Fakulti Sains Sosial Dan Kemanusiaan 2008).  -
Ruzzakiah Jenal, Wan Rosmanira Ismail, Liong Choong Yuen, Masri Ayob, Mohd Khairi Muda.  (2007).  Aplikasi Pengaturcaraan Gol 0-1 Dalam Penjadualan Jururawat.  - Proceedings Of International Conference On Mathematical Sciences 2007 (icms07). 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

ezRonda2: Smart Patrolling System Advancing by Artificial Intelligent and IR4.0 Technology , Ketua Projek , 01-01-2023 sehingga 30-06-2024 , Universiti
An Enhanced Framework for Intrusion Detection in Software Defined Networking using Deep Learning Model with Consensus Algorithm for Internet of Medical Things , Penyelidik Bersama , 01-10-2023 sehingga 30-09-2026 , Kebangsaan
IMPROVED NON-DOMINATED SORTING DIFFERENTIAL SEARCH ALGORITHM AND FLUX BALANCE ANALYSIS FOR OPTIMIZED BIOFUELS PRODUCTION AND GROWTH RATE , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan

Tamat

POPULATION BASED HYPER-HEURISTIC SCHEDULER FOR REDUCING CANCELLATION RATE IN ELECTIVE SURGICAL OPERATIONS , Ketua Projek , 01-12-2019 sehingga 31-05-2024 , Kebangsaan
Meta-evolutionary approach for Solving Combinatorial Optimization Problems in Healthcare , Ketua Projek , 01-10-2019 sehingga 30-09-2022 , Universiti
Discrete Differential Evolution Algorithm Enhancement Using Self-Adaptive Learning Mechanism For Solving Surgery Scheduling Problems , Ketua Projek , 01-01-2019 sehingga 30-09-2021 , Kebangsaan
Automated Medical Services via IoT, Mobile Application and Big Data Integration , Ketua Projek , 01-09-2017 sehingga 29-02-2020 , Universiti
Solving Combinatorial Optimisation with Aoristic Problems Using Hyper-Heuristic Approaches , Ketua Projek , 01-02-2015 sehingga 31-01-2019 , Universiti
HYPER-HEURISTICS APPROACHES FOR POLICE PATROL ROUTING AND ROSTERING PROBLEMS , Ketua Projek , 20-05-2013 sehingga 19-05-2016 , Kebangsaan
Optimizing Port and Logistic Solutions for Container Terminal: A Simulation Study on Westports , Ketua Projek , 10-05-2013 sehingga 09-11-2014 , Kebangsaan
Nature-Inspired Cooperative Hyper-Heuristics Based on Honey-Bee Mating Algorithm: A New Hyper-Heuristic Framework , Ketua Projek , 04-04-2012 sehingga 03-04-2014 , Kebangsaan
Searching For Solutions Methods: Cartesian Genetic Programming Hyper-heuristics , Ketua Projek , 08-08-2011 sehingga 07-08-2012 , Universiti
A Dynamic Automated Scheduler Using Meta-Heuristic Approach , Ketua Projek , 01-10-2007 sehingga 01-10-2009 , Kebangsaan
Integrating Adaptive Radio Resource Allocation and Energy Harvesting Technique for Future Green Communication Systems , Penyelidik Bersama , 01-08-2020 sehingga 31-07-2023 , Universiti
Convolution neural network enhancement based on adaptive convexity and regularization functions for fake video analytics , Penyelidik Bersama , 01-09-2019 sehingga 31-05-2023 , Kebangsaan
A Deep learning prune based algorithm with compression to optimise IoT capability and communication. , Penyelidik Bersama , 01-09-2019 sehingga 31-05-2022 , Kebangsaan
USING STEM DATA THROUGH SMART SELF-CRIME PREVENTION AT SCHOOLS FOR OPEN DATA READINESS TAJUK PROGRAM : Fusion Technologies For Stem Education In Schools To Enhance Open Data Readiness In An Innovative Digital Economy , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2020 , Kebangsaan
Intelligent Vehicle Identity Recognition for Surveillance , Penyelidik Bersama , 04-10-2016 sehingga 03-10-2018 , Kebangsaan
Hyper-heuristic Approaches For Crime Data-Mining , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
A novel plant root-based evolutionary algorithm to solve Mobile Cloud Computing Workflow Scheduling Problem , Penyelidik Bersama , 01-07-2014 sehingga 30-12-2016 , Kebangsaan
Hyper-Heuristic Approaches for Crime Data Mining, Polis Patrol Routing and Rostering Problems , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
NATURE INSPIRED APPROACHES IN OPTIMIZATION AND DATA MINING PROBLEMS , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
An Adaptive Hybrid Optimization Based Timber Harvest Planning Model , Penyelidik Bersama , 21-06-2011 sehingga 20-12-2013 , Kebangsaan
An Ontology-based Decison Support System for Halal Determination using Ingredient Mining Approach , Penyelidik Bersama , 01-10-2010 sehingga 31-05-2013 , Universiti
Intelligent Medical Data Miner , Penyelidik Bersama , 01-10-2007 sehingga 31-03-2011 , Universiti
Kajian pembentukan indeks keefisienan bandaraya utama Semenanjung Malaysia , Penyelidik Bersama , 01-08-2007 sehingga 31-07-2010 , Kebangsaan
An Agent Based Rough Set Data Mining Tool , Penyelidik Bersama , 01-12-2006 sehingga 30-10-2008 , Kebangsaan
PROGRAM: ARTIFICIAL INTELLIGENCE WITH MULTIMODAL APPROACH FOR ADVANCING HEALTHCARE SERVICE DELIVERY AND REDUCING SURGICAL CANCELLATION RATE , Ketua Program , 01-12-2019 sehingga 31-08-2023 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Lain / Pingat Gangsa-Automatic Cataloguing , 2003
Anugerah Perkhidmatan Cemerlang , 2008
Anugerah Perkhidmatan 20 Tahun / Anugerah Perkhidmatan 20 Tahun , 2018
Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2022

Anugerah-anugerah Lain

Penghargaan PTJ , 2021
MyRA - Anugerah Kecemerlangan MyRA Prestasi 2019 (Keseluruhan) - Sijil Penghargaan , 2021
Pingat Gangsa-Automatic Cataloguing , 2003
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

COURSE TIMETABLING USING MODIFIED GENETIC ALGORITHM., MUFID MOHAMED A. MUSRATI, Sarjana
Optimisasi Penetapan Bilik Dengan Menggunakan Algoritma Semut., MUSTIKA RAHMI, Sarjana
HEURISTIC APPROACHES TO SOLVING THE NURSE ROSTERING PROBLEM, MOUNA SAIED M.JAMOM, Sarjana
AL-KHAFAJI ASAAD SHAKIR HAMEED, Sarjana
GREEDY CONTRUCTIVE HEURISTIC AND SIMULATED ANNEALING FOR, REMA A. ABOBAKER ALMABRUK, Sarjana
MAMOON SALAM FLAYYIH, Sarjana
EBTISAM ABDUSALAM SHARIF, Sarjana
AN ENHANCED FIREWORK ALGORITHM FOR SOLVING CAPACITATED VEHICLE ROUTING PROBLEM, NOORA HANI ABDULMAJEED AL-DABBAGH, Sarjana
PENJADUALAN AUTOMASI MENGGUNAKAN SISTEM KOMPUTERAN AWAN, MUHAMMAD ABDUL GHANI RIZQI, Sarjana
MAGNETIC OPTIMIZATION ALGORITHM FOR BERTH ALLOCATION, MOHAMMAD MOBASHER KASHANI, Sarjana

Pelajar Doktor Falsafah

ONLINE FEEDBACK MECHANISM WITH REINFORCEMENT LEARNING (RL) IN HYPER-HEURISTICS FOR ANAESTHETIST ROSTERING PROBLEM (ARP), MOHAMAD NORIZAL BIN ABDULLAH, Doktor Falsafah
A SEQUENCE-BASED SELECTION HYPER-HEURISTIC APPROACH USING A Q-LEARNING FOR DYNAMIC EMERGENCY SURGICAL RESCHEDULING PROBLEMS, OUSSAMA S. A. ENSHASSI, Doktor Falsafah
PENJADUALAN PEMBEDAHAN INDUK MENGGUNAKAN ALGORITMA HIBRID PARTICLE SWARM OPTIMIZATION DENGAN MENGAMBIL KIRA KETIDAKTENTUAN DALAM DURASI PEMBEDAHAN, MOHAMAD KHAIRULAMIRIN BIN MD RAZALI, Doktor Falsafah
MUHAMMAD FAHEEM BIN MOHD EZANI, Doktor Falsafah
INTEGRATING ADAPTIVE RADIO RESOURCE ALLOCATION AND ENERGY HARVESTING TECHNIQUE FOR FUTURE GREEN COMMUNICATION SYSTEMS, SAADEDDIN A. M. HROUB, Doktor Falsafah
WANG YUTING, Doktor Falsafah
LI JIALIN, Doktor Falsafah
ENHANCED TABU SEARCH TECHNIQUES FOR UNIVERSITY EXAMINATION, ARIFF BIN MD AB MALIK, Doktor Falsafah
HYBRID META-HEURISTIC ALGORITHMS FOR UNIVERSITY COURSE TIMETABLING, KHALID SHAKER JASIM, Doktor Falsafah
Enhanced and Hybridized Harmony Search Algorithm for Nurse Rostering Problems, MOHAMMED ABDO SALEH HADWAN, Doktor Falsafah
Optimization of nurse scheduling using constraint-based programming, RUZZAKIAH BINTI JENAL, Doktor Falsafah
Meta-Heuristic Approacher For Solving University Course Timetabling Problems, ANMAR FAKHRI MOH'D ABUHAMDAH, Doktor Falsafah
Novel Meta-Huristic for Simultaneous Vehicle and Driver Scheduling., AHMED OUGHALIME, Doktor Falsafah
DIVERSIFICATION AND INTENSIFICATION STRATEGIES IN POPULATION BASED, GHAITH MOHAMMAD HASSAN JARADAT, Doktor Falsafah
AN ADAPTIVE GENETIC ALGORITHM HYPER-HEURISTIC WITH Q-LEARNING FOR AUTOMATIC HEURISTICS SELECTION AND SOLVING SURGICAL SCHEDULING PROBLEM, DEWAN MAHMUDA ZAMAN, Doktor Falsafah
ENHANCEMENT OF SIMULATED ANNEALING ALGORITHM FOR SOLVING UNIVERSITY COURSE TIMETABLING PROBLEMS, HASSAN YOUNIS JAFAR AL-TARAWNEH, Doktor Falsafah
MOHANAD SABAH ABDULHAMEED, Doktor Falsafah
Mekanisma Pembelajaran Di Dalam Carian Multi Kejiranan Untuk Menyelesaikan Masalah, RAFIDAH BINTI ABDUL AZIZ, Doktor Falsafah
HYPER-HEURISTICS FOR COMBINATIONAL OPTIMIZATION PROBLEMS, NASSER R SABAR, Doktor Falsafah
ENHANCED SCATTER SEARCH ALGORITHM FOR TEAM ORIENTEERING PROBLEM, HAMZAH ALI KHALAF ALKHAZALEH, Doktor Falsafah
Sisipan Berasaskan Pembinaan Heuristik Serta Meta-Heuristik Carian Cuckoo Metaheuristik Untuk Masalah Penghalaan Kenderaan Berkapasiti, MANSOUR ALI ABDOULHA, Doktor Falsafah
HARMONY SEARCH ALGORITHM FOR VEHICLE ROUTING PROBLEM WITH TIME WINDOWS, ESAM TAHA YASSEN, Doktor Falsafah
ALGORITHM PENCARIAN TEMPATAN UNTUK MENYELESAIKAN MASALAH SEBENAR PENJADUALAN KURSUS PENGAJIAN UNIVERSITI, YANG XIAO FEI, Doktor Falsafah
SMART ROOT SEARCH (SRS): ALGORITMA INOVATIF BERASASKAN PERTUMBUHAN AKAR TUMBUHAN UNTUK MENYELESAIKAN MASALAH PENOPTIMUMAN, NARJES KHATOON NASERI, Doktor Falsafah
Pengoptima Burung Mengawan Untuk Masalah Pengoptimuman Kombinatorik, ANAS W.A. ARRAM, Doktor Falsafah
Algoritma Pengoptimuman Evolusi Pembezaan Memetic Dipertingkat Untuk Masalah Penggugusan Data, HOSSAM MOH'D JABR MUSTAFA, Doktor Falsafah
SESECEBIS KELICINAN DAN FUNGSI-FUNGSI KEHILANGAN BERASASKAN RANGKAIAN NEURAL PERLINGKARAN UNTUK PENGKELASAN DAN PENJANAAN IMEJ, ANAHITA GHAZVINI, Doktor Falsafah
KAEDAH KESELAMATAN PELBAGAI LAPISAN UNTUK IMEJ DAN KEKUNCI STEGANOGRAFI, SAMAR KAMIL KHUDHAIR, Doktor Falsafah
ABDUL REHMAN NIZAMANI, Doktor Falsafah
PENGKELOMPOKAN KEPUTUSAN CARIAN WEB BERDASAARKAN KAEDAH GABUNGAN PELBAGAI PANDANGAN (MULTIVIEW) DAN PELBAGAI PERWAKILAN (MULTIREPRESENTATION), ALI SABAH ABDULAMEER, Doktor Falsafah
PENGELASAN TEKS PELBAGAI LABEL BERDASARKAN PERAMBATAN MAKLUMAT GRAF BERSATU DAN PILIHAN FITUR DINAMIK PELBAGAI SAMPEL, ADIL YASEEN TAHA, Doktor Falsafah
MODEL MENGENALPASTI BAHASA PERTUTURAN BERDASARKAN FITUR MEL-FREQUENCY CEPSTRAL COEFFICIENTS YANG DIKECILKAN DAN MESIN PEMBELAJARAN ALGORITMA-EKSTREM GENETIK YANG DIOPTIMUMKAN, MUSATAFA ABBAS ABBOOD ALBADR, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

A Novel Hybrid Approach for Curriculum based Course Timetabling Problem , 24-01-2014 sehingga 11-07-2014 , Antarabangsa
Cooperation Mechanism for Distributed Resource Scheduling for Artificial Bee Colony based SelfOrganized Scheduling System , 24-01-2014 sehingga 11-07-2014 , Antarabangsa
A Discrete Artificial Bee Colony Algorithm for the Parallel Machine Scheduling Problem in DYO Painting Company , 24-01-2014 sehingga 11-07-2014 , Antarabangsa
Maximizing the Nurses' preferences in Nurse Scheduling Problem: Mathematical Modeling and a Meta-heuristic Algorithm , 15-04-2014 sehingga 06-06-2014 , Antarabangsa
Group Decision Making in Selection Hyperheuristics , 15-03-2014 sehingga 07-05-2014 , Antarabangsa
The effect of the initial feeder assignment on the result of control optimizer of a PCB assembly machine , 24-06-2014 sehingga 30-11-2014 , Antarabangsa
Directed search to optimize nozzle and feeder assignments in a highspeed collectandplace machine , 18-09-2015 sehingga 18-11-2015 , Antarabangsa
A variable neighborhood search based genetic algorithm for flexible job shop scheduling problem , 27-03-2015 sehingga 27-05-2015 , Antarabangsa
Heterogeneous Cooperative Coevolution Memetic Algorithms for Big Data Optimisation Problems , 04-10-2015 sehingga 11-12-2015 , Antarabangsa
Pakar Rujuk Untuk Penjadualan Pengawas Peperiksaan , 24-06-2014 sehingga 30-06-2015 , Negeri
Bengkel Penilaian Permohonan Prototype Grant Scheme (PRGS) Fasa 1/2015 , 17-04-2015 sehingga 30-04-2015 , Kampung / Taman
Exact and heuristic methods for tradingoff makespan and stability in stochastic project scheduling , 29-01-2015 sehingga 30-04-2015 , Antarabangsa
A construtive heuristic to reduce costs on an integrated productiondistribution environment , 20-01-2015 sehingga 30-04-2015 , Antarabangsa
Pakar Penilai Sesi Soal Jawab dan Demonstrasi Aplikasi Sistem Balance Scorecard and Key Performance Indicator PDRM , 16-03-2015 sehingga 29-01-2016 , Kebangsaan
Universiti Sains Malaysia , 08-12-2016 sehingga 30-12-2016 , Kebangsaan
A sensitivity analysis method aimed at enhancing the metaheuristics for continuous optimization , 15-08-2016 sehingga 30-10-2016 , Antarabangsa
R3_A methodology for determining an effective subset of heuristics in selection hyper-heuristics , 29-12-2016 sehingga 19-01-2017 , Antarabangsa
R2_A methodology for determining an effective subset of heuristics in selection hyper-heuristics , 23-10-2016 sehingga 27-11-2016 , Antarabangsa
R1_A methodology for determining an effective subset of heuristics in selection hyper-heuristics , 20-03-2016 sehingga 30-05-2016 , Antarabangsa
R2-Heterogeneous Cooperative Coevolution Memetic Algorithms for Big Data Optimisation Problems , 11-02-2016 sehingga 08-03-2016 , Antarabangsa
Machine configuration and workload balancing of modular placement machines in multi-product PCB assembly , 05-05-2016 sehingga 07-08-2016 , Antarabangsa
Bengkel Penulisan Jurnal Berkesan , 27-09-2016 sehingga 27-12-2016 , Negeri
AHLI JAWATANKUAS PERSIDANGAN MCAIT 2016 , 06-01-2016 sehingga 24-08-2016 , Antarabangsa
PENILAI PROPOSAL FRGS FASA 1 2016 , 23-02-2016 sehingga 29-02-2016 , Daerah / Jajahan
Programme Assessor for Bachelor of Computer Engineering (Hons) , 02-10-2017 sehingga 30-09-2022 , Kebangsaan
PENILAI LUAR BAGI TUJUAN KENAIKAN PANGKAT KE JAWATAN PROFESOR MADYA (DS54) UUM , 23-04-2017 sehingga 25-05-2017 , Kebangsaan
PENILAI LUAR BAGI TUJUAN KENAIKAN PANGKAT KE JAWATAN PROFESOR MADYA (DS54) UTM , 26-10-2017 sehingga 15-11-2017 , Kebangsaan
Penceramah Bengkel Manuskrip Kumpulan Penyelidikan Multimedia dan Kebolehgunaan , 12-01-2017 sehingga 12-01-2018 , Daerah / Jajahan
Panel Penilai Permohonan Geran FRGS Fasa 1-2017 , 15-12-2016 sehingga 20-03-2017 , Daerah / Jajahan
Jointly Rostering, Routing, and Rerostering for Home Health Care Services: A Harmony Search Approach with Genetic, Saturation, Inheritance, and Immigrant Schemes , 20-06-2017 sehingga 30-07-2017 , Antarabangsa
A methodology for determining an effective subset of heuristics in selection hyperheuristics , 30-12-2016 sehingga 19-01-2017 , Antarabangsa
Wet Lab Analysis to Predictive Analytics: Cost-effective , 08-10-2017 sehingga 14-11-2017 , Antarabangsa
Schema Theory Based Data Engineering in Gene Expression Programming for Big Data Analytics , 24-10-2016 sehingga 02-11-2017 , Antarabangsa
Quantum Inspired Meta-heuristic Algorithms for Image Thresholding , 10-07-2017 sehingga 06-08-2017 , Antarabangsa
Panel Penilai Big Data Analytics and IoT initiative Idea Challenge 2017 , 02-08-2017 sehingga 02-08-2017 , Daerah / Jajahan
Identifying Component For Building Smart City Maturity Model Through Document Based Weigthing and City Problem in Indonesia , 19-07-2017 sehingga 06-11-2017 , Antarabangsa
Integrated Evolving Spiking Neural Network (ESNN) and Harmony Search Algorithm (HSA) for parameter optimization , 19-07-2017 sehingga 06-11-2017 , Antarabangsa
Cabaran Perdana FTSM , 30-08-2016 sehingga 30-08-2020 , Kampung / Taman
Cabaran Perdana FTSM , 30-08-2016 sehingga 30-08-2020 , Kampung / Taman
Addressing Examination Timetabling Problems Using a Partial Exams Approach in Constructive and Improvement , 24-05-2018 sehingga 19-10-2018 , Kebangsaan
PANEL TEMU DUGA BAGI PROGRAM BIASISWA YANG DITAWARKAN DI KEMENTERIAN PENDIDIKAN MALAYSIA TAHUN 2018 , 20-07-2018 sehingga 20-07-2018 , Kebangsaan
UNIVERSITI KUALA LUMPUR KAMPUS KOTA MALAYSIAN INSTITUTE OF INFORMATION TECHNOLOGY , 02-10-2017 sehingga 19-12-2018 , Kebangsaan
The Exam Scheduling Problem with Allowable Conflicts , 04-12-2017 sehingga 05-03-2018 , Antarabangsa
PENCERAMAH BAGI PROGRAM SIMPOSIUM MEMPERKASA INFRASTRUKTUR ICT KPM MENDEPANI CABARAN PENDIDIKAN DIGITAL SIRI 2 2018 , 05-11-2018 sehingga 05-12-2018 , Kebangsaan
KOLEJ PROFESIONAL MARA (KPM) , 01-03-2018 sehingga 28-02-2020 , Kebangsaan
Self-Adaptive Learning for Hybrid Genetic Algorithms , 09-03-2018 sehingga 22-04-2018 , Antarabangsa
Cabaran Perdana Iot in Healthcare , 01-12-2015 sehingga 31-12-2020 , Kampung / Taman
Optimisation of dynamic berth allocation in a container terminal with a mixed layout design , 01-10-2019 sehingga 01-12-2019 , Antarabangsa
Optimisation of dynamic berth allocation in a container terminal with a mixed layout design , 01-10-2019 sehingga 01-12-2019 , Antarabangsa
Scheduling Emergency Physicians based on A multi-objective Programming Approach: A Case study of West China Hospital of Sichuan University , 26-03-2019 sehingga 10-06-2019 , Antarabangsa
Evolutionary Computation Automated Design of Ship Hull Forms for the Industry 4.0 Era , 01-02-2019 sehingga 25-02-2019 , Antarabangsa
A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark Problems , 01-02-2019 sehingga 25-02-2019 , Antarabangsa
Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution , 01-02-2019 sehingga 28-02-2019 , Antarabangsa
An adapted ABC algorithm to solve the University Bus Routing Problem: A case study , 08-11-2020 sehingga 07-01-2021 , Antarabangsa
A Pareto Front Transformation Model for Multi-Objective-Based Constrained Optimization , 16-01-2020 sehingga 23-01-2020 , Antarabangsa
A Meta-heuristic based approach for QoS-Aware Service Composition , 12-03-2020 sehingga 19-11-2020 , Antarabangsa
Cell Granularity Optimization Method of Embryonic Hardware in Application Design Process Based on Improved Adaptive Artificial Immune Algorithm , 15-02-2020 sehingga 22-02-2020 , Antarabangsa
Efficient Heuristics for Real-world Large-scale Waste Collection Problems , 23-10-2020 sehingga 03-12-2020 , Antarabangsa
Modeling and Algorithm s for Task-Driven Vehicle Routing Problem with Recirculating Delivery , 15-11-2020 sehingga 25-12-2020 , Antarabangsa
Experimental based Dehumidifier Performance Evaluation using Gene Expression Programming based Fuzzy Logic: A Novel Approach for Multi-Responsive Optimisation , 14-04-2020 sehingga 05-05-2020 , Antarabangsa
PROF. MADYA DR.MOHD SHAHIZAN OTHMAN , 12-08-2020 sehingga 19-10-2020 , Kebangsaan
Prof. Madya Dr. Shukor bin Abd Razak , 12-08-2020 sehingga 15-10-2020 , Kebangsaan
External Assessor for Associate Professor/Professor Candidate-Sze San Nah , 05-04-2021 sehingga 30-04-2021 , Kebangsaan
PENILAI LUAR KENAIKAN PANGKAT KE JAWATAN PROFESOR MADYA (DS54) - DR. AZURAH BINTI A SAMAH , 29-11-2021 sehingga 09-12-2021 , Kebangsaan
PENILAI LUAR KENAIKAN PANGKAT KE JAWATAN PROFESOR MADYA (DS54) - DR. ROHAYANTI BINTI HASSAN , 21-11-2021 sehingga 02-12-2021 , Kebangsaan
External Panel for Master of Business Analytics Program , 05-10-2021 sehingga 31-10-2024 , Kebangsaan
Heuristic Approaches To Address Vehicle Routing Problem In The Iot-Based Waste Management System , 03-12-2021 sehingga 03-02-2022 , Antarabangsa
Panel penilai luar kenaikan pangkat Dr. Syed Norris Hikmi Syed Abdullah ke jawatan Prof. Madya (DS54). , 17-02-2022 sehingga 17-03-2022 , Kebangsaan
Universiti Malaysia Sabah , 01-11-2022 sehingga 31-10-2024 , Kebangsaan
kenaikan pangkat Dr. Norasnita binti Ahmad ke jawatan Prof. Madya (DS54) , 07-08-2022 sehingga 31-12-2022 , Kebangsaan
Penilai Kenaikan Pangkat Dr Stephanie Chua Hui Li ke jawatan DS54 , 01-09-2022 sehingga 31-12-2022 , Kebangsaan
Harmony Search: Current Studies and Uses on Healthcare Systems , 01-10-2022 sehingga 01-12-2022 , Antarabangsa
Rethinking Selection in Genetic Algorithms: Learning to Select Parents for Recombination , 04-12-2022 sehingga 29-01-2023 , Antarabangsa
Rethinking Selection in Genetic Algorithms: Learning to Select Parents for Recombination , 04-01-2023 sehingga 29-01-2023 , Antarabangsa
Rethinking Selection in Generational Genetic Algorithms to Solve Combinatorial Optimization Problems: An Upper Bound-based Parent Selection Strategy for Recombination , 07-10-2023 sehingga 24-11-2023 , Antarabangsa
Unit-Based Metaheuristics for Optimal Multipurpose Batch Plant Scheduling , 19-06-2023 sehingga 23-12-2023 , Antarabangsa
External Examiner for the Bachelor of Computer Engineering Technology (Computer Systems) with Honours , 07-03-2023 sehingga 06-03-2028 , Kebangsaan

Khidmat Dalam

PENILAI GERAN GUP PERINGKAT FTSM , 01-04-2020 sehingga 04-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
AHLI JAWATANKUASA PENILAIAN BAGI PERMOHONAN PRGS FASA 1 2022 , 07-01-2022 sehingga 06-01-2023 , Universiti
Ahli Jawatankuasa Penilai Geran Penyelidikan di bawah Dana UP Tahun 2020 , 15-05-2020 sehingga 31-12-2020 , Universiti
Ahli Sidang Pengarang Jurnal Teknologi Maklumat dan Multimedia Asia Pacifik , 25-09-2014 sehingga 30-06-2017 , Fakulti / Institut / Pusat Perkhidmatan
Audit Dalaman SPK PPPS MS ISO 9001:2015 , 01-12-2018 sehingga 30-11-2021 , Universiti
BENGKEL PENILAIAN PROJEK DANA GERAN UNIVERSITI PENYELIDIKAN (GUP) TAHUN 2019 , 31-07-2019 sehingga 31-07-2019 , Universiti
BENGKEL PENILAIAN PROJEK DANA IMPAK PERDANA (DIP) TAHUN 2019 , 31-07-2019 sehingga 31-07-2019 , Universiti
Cabaran Perdana FTSM , 01-12-2015 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
FUTSAL (P) SUKAN STAF ANTARA GUGUSAN UKM 2023 - GUGUSAN IKHTISAS , 05-06-2023 sehingga 20-06-2023 , Universiti
JAWATANKUASA PENILAIAN PRGS FASA 1/2019 , 15-01-2019 sehingga 14-01-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
JK Pemeriksa dan Peperiksaan Lisan Bil.12/2018 , 17-04-2018 sehingga 17-04-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.21/2018 , 21-05-2018 sehingga 21-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.28/2018 , 09-08-2018 sehingga 09-08-2018 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Bil.31/2018 , 05-10-2018 sehingga 15-10-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Bil.38/2018 , 05-12-2018 sehingga 05-12-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.2/2020 , 25-02-2020 sehingga 25-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.21/2019 , 14-06-2019 sehingga 14-06-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.7/2019 , 10-04-2019 sehingga 10-04-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan iMINDA , 01-02-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kenaikan Pangkat , 24-11-2020 sehingga 24-11-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatankuasa Pakar Rujuk Arificial Intelligence (AI)@UKM , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pementoran FTSM , 01-03-2020 sehingga 30-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pemeriksa dan Peperiksaan Lisan Siswazah - Sarjana , 02-01-2017 sehingga 29-12-2017 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana Muda Teknologi Maklumat , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penilai Sesi Mempertahan Usulan , 01-09-2020 sehingga 14-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Perancangan Penyelidikan dan Inovasi (JPPI) , 02-05-2023 sehingga 31-12-2024 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawatankuasa Program Pengajian Sarjana Muda Teknologi Maklumat , 01-07-2022 sehingga 30-06-2024 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Program Sarjana Muda Teknologi Maklumat , 01-07-2020 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Task Force MCAIT , 01-01-2020 sehingga 31-12-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Kejohanan Sukan Staff Antara Gugusan UKM 2022 (Futsal Wanita) , 01-06-2022 sehingga 19-06-2022 , Universiti
PANEL PENILAI DANA INOVASI FASA 3/2020 BIL 1 , 03-12-2020 sehingga 03-12-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
PANEL PENILAI GERAN FRGS FASA 1/2016 , 29-01-2016 sehingga 28-04-2016 , Universiti
PANEL PENILAI GERAN FRGS FASA 1/2017 , 15-12-2016 sehingga 20-03-2017 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENDIDIKAN TINGGI (DP KPT) TAHUN 2024 , 16-12-2023 sehingga 31-12-2024 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2021 , 01-01-2021 sehingga 31-12-2021 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2022 , 24-03-2022 sehingga 31-12-2022 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI GERAN PENYELIDIKAN TRANSDISIPLINARI (TRGS) FASA 1/2018 PERINGKAT UKM , 15-01-2018 sehingga 30-03-2018 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1/2018 PERINGKAT UKM , 15-01-2018 sehingga 16-04-2018 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI PERINGKAT UNIVERSITI KEBANGSAAN MALAYSIA (UKM) - SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1/2019 , 15-01-2019 sehingga 11-04-2019 , Universiti
Panel Penilai APEL.A , 01-01-2023 sehingga 31-12-2024 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2022 , 01-06-2022 sehingga 31-12-2022 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2023 , 26-07-2023 sehingga 31-12-2023 , Universiti
Panel Penilai PRGS Fasa 1/2018 - Sistem MyGrants , 09-02-2018 sehingga 26-02-2018 , Universiti
Pelantikan Sebagai Ahli Jawatankuasa Penilaian Program Dana Penyelidikan Kementerian Pengajian Tinggi (DP KPT) Tahun 2020 Peringkat Universiti Kebangsaan Malaysia , 01-01-2020 sehingga 31-12-2020 , Universiti
Pelantikan Sebagai Ahli Sidang Pengarang APJITM , 01-10-2019 sehingga 30-09-2022 , Fakulti / Institut / Pusat Perkhidmatan
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai FRGS Peringkat Fakulti , 17-11-2023 sehingga 07-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran FRGS FTSM Tahun 2022 , 14-01-2022 sehingga 21-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran GUP Tahun 2024 FTSM , 24-05-2024 sehingga 24-05-2024 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan Dana Universiti , 26-05-2022 sehingga 26-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan di bawah Dana RU Tahun 2021 , 01-05-2021 sehingga 31-12-2021 , Universiti
Penilai LMCK (Citra Kompentensi) , 02-01-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian Geran Universiti Penyelidikan (GUP dan GGPM) , 13-04-2023 sehingga 19-05-2023 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Sem 1 2020/2021 , 18-01-2021 sehingga 22-01-2021 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Sem 2 2020/2021 , 28-06-2021 sehingga 02-07-2021 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Semester 1 2021/2022 , 17-01-2022 sehingga 21-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Semester 2 2021/2022 , 04-07-2022 sehingga 08-07-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Semester I 2022/2023 , 23-01-2023 sehingga 27-01-2023 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Semester II 2022/2023 , 03-07-2023 sehingga 07-07-2023 , Fakulti / Institut / Pusat Perkhidmatan
Program 3M , 28-09-2016 sehingga 28-09-2016 , Fakulti / Institut / Pusat Perkhidmatan
Program Sarjana Muda Teknologi Maklumat , 01-03-2019 sehingga 28-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
RESEARCH DAY @ FTSM , 27-10-2016 sehingga 27-10-2016 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pemantauan Cuti Belajar Siri 2/2020 , 23-12-2020 sehingga 23-12-2020 , Universiti
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan