pensyarah universiti
pusat kajian teknologi & pengurusan perisian (softam)
kefflee@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
Biografi/ Biography :
Zulkefli Mansor is an associate professor in software engineering at the Research Center for Software Technology and Management (SOFTAM), Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia. He holds a BSc (Hons) in Business Information System from the University of East London, and Master of Software Engineering from Universiti Malaya, and a Ph.D. degree in Software Engineering from Universiti Teknologi MARA. He also completed the Foundation Level Software Tester, IQSTB.
He serves on the editorial and reviewer’s board for several international journals such as IEEE Access, Computer, Continua & Materials, and many more. He is also involved in several committees and associations including the IEEE, Internet Society, Project Management Institute (PMI), and Associate Machine of Computer (ACM). He is a Senior Member of the Association of the Institute of Electrical and Electronics Engineers (IEEE).
Zulkefli’s teaching covers software engineering courses such as Software Management, Software Engineering Practices Software Project Management and so forth. Her current research interests include Agile Methods, Software Management, Data Analytics, and Applied Artificial Intelligence in Software Engineering. He received several grants and industrial projects in the areas of data analytics, software engineering, and agile. He published more than 100 papers comprising more than 30 articles in ISI/WOS journals, and more than 45 articles in SCOPUS, conferences, and technical reports.
He is also an Expert Panel for MQA for the Computing Program, Head of ICT Panel Cluster from MBOT, Panel for Professional Technology, Panel for MOSTI grants, and others. He was involved in curriculum development for various program levels, especially in the computing discipline. He conducted multiple workshops on curriculum development and OBE implementation.
shahab s. band, sultan noman qasem, zulkefli mansor, hao-ting pai, saeid mehdizadeh, brij b. gupta, amir mosavi . (2026). explainable deep learning hybrid models for enhanced prediction of river dissolved oxygen concentration. - journal of water process engineering. 1 - 14.
xiaoyan zhao, zulkefli mansor, rozilawati razali, mohd zakree ahmad nazri, liangyu li, xuwei guo. (2026). a review of optimization techniques for cost estimation in software development. - journal of intelligent data analysis. 217 - 234.
mohammad maftoun, , ehsanullah zia2 , nima shadkam3 , seyedeh somayeh salehi komamardakhi4 , zulkefli mansor5 , mohammad ali nematollahi6 , emrah arslan7 , and roohallah alizadehsani. (2026). malicious url detection using optimized hist gradient boosting classifier based on the grid search method. - lecture notes in computer science. 353 - 364.
nurhidayah bahar, zulkefli mansor, dian indrayani jambari, sabrina tiun, farzana parveen tajudeen, nur syahirah nabilah shahril. (2026). a comparative evaluation of moodle-based learning management system in malaysian public universities using a refined sqtl framework. - 2025 international conference on electrical engineering and informatics (iceei). 1 - 6.
liangyu li, zulkefli mansor, xiaoyan zhao, xin xiong, xuwei guo, xudong li, hao sun. (2026). an explainable hyperparameter-optimized genetic algorithm–backpropagation (ga–bp) neural network model for medical software cost estimation. - peerj computer science. 1 - 24.
shahab s. band, sultan noman qasem, javad ramezani, mohammadreza abbaspour, hao-ting pai, brij b. gupta , zulkefli mansor, amir mosavi . (2026). hybrid attention based deep learning for forecasting boundary layer ozone using satellite derived profiles. - ecotoxicology and environmental safety. 1 - 19.
shahab s. band, sultan noman qasem, zulkefli mansor, hao-ting pai, saeid mehdizadeh, brij b. gupta, amir mosavi . (2026). explainable deep learning hybrid models for enhanced prediction of river dissolved oxygen concentration. - journal of water process engineering. 1 - 14.
liangyu li, zulkefli mansor, xiaoyan zhao, xin xiong, xuwei guo, xudong li, hao sun. (2026). an explainable hyperparameter-optimized genetic algorithm–backpropagation (ga–bp) neural network model for medical software cost estimation. - peerj computer science. 1 - 24.
zhaoxiaoyan, zulkefli mansor, rozilawati razali, mohd zakree ahmad nazri, xiongxin. (2025). advancing agile software cost estimation through data synthesis: a comparative analysis of five generation techniques . - ieee access. 63219 - 63236.
shahab s. band, sultan noman qasem, zulkefli mansor, hao-ting pai, saeid mehdizadeh, brij b. gupta, amir mosavi . (2025). hybrid machine learning and deep learning models for river suspended sediment load forecasting. - engineering applications of computational fluid mechanics. 1 - 15.
xiaoyan zhao, zulkefli mansor, rozilawati razali, mohd zakree ahmad nazri, liangyu li, xuwei guo. (2026). a review of optimization techniques for cost estimation in software development. - journal of intelligent data analysis. 217 - 234.
farhan hanis muhmad asri, dalbir singh, zulkefli mansor, helmi norman. (2024). a review of cross-cultural design to improve user engagement for learning management system. - ksii transactions on internet and information systems. 397-419.
liangyu li, zulkefli bin mansor, siyi li, xiaoyan zhao, qingjie zhong, xuwei guo. (2024). medical software engineering cost estimation model based on multimodal improved genetic algorithm. - international journal of information technologies and systems approach (ijitsa) . 1 - 22.
javad hassannataj joloudari, hamid saadatfar, mohammad ghasemigol, roohallah alizadehsani, zahra alizadeh sani, fereshteh hasanzadeh, edris hassannataj, danial sharifrazi , zulkefli mansor. (2022). fcm-dnn: diagnosing coronary artery disease by deep accuracy fuzzy c-means clustering model. - mathematical biosciences and engineering. 3609-3635.
nirmala hiremani,1mohammad kamrul hasan,t. g. basavaraju,shayla islam, dabiah alboaneen,entisar alkayal, nesreen m. alharbi, zulkefli mansor, and sanaz amanlou. (2022). artificial intelligence-powered contactless face recognition technique for internet of things access for smart mobility. - wireless communications & mobile computing. 1-11.
shahab s. band, sultan noman qasem, javad ramezani, mohammadreza abbaspour, hao-ting pai, brij b. gupta , zulkefli mansor, amir mosavi . (2026). hybrid attention based deep learning for forecasting boundary layer ozone using satellite derived profiles. - ecotoxicology and environmental safety. 1 - 19.
xiaoyan zhao, zulkefli mansor, rozilawati razali, mohd zakree ahmad nazri, liangyu li, xuwei guo. (2026). a review of optimization techniques for cost estimation in software development. - journal of intelligent data analysis. 217 - 234.
shahab s. band, sultan noman qasem, zulkefli mansor, hao-ting pai, saeid mehdizadeh, brij b. gupta, amir mosavi . (2026). explainable deep learning hybrid models for enhanced prediction of river dissolved oxygen concentration. - journal of water process engineering. 1 - 14.
liangyu li, zulkefli mansor, xiaoyan zhao, xin xiong, xuwei guo, xudong li, hao sun. (2026). an explainable hyperparameter-optimized genetic algorithm–backpropagation (ga–bp) neural network model for medical software cost estimation. - peerj computer science. 1 - 24.
zhaoxiaoyan, zulkefli mansor, rozilawati razali, mohd zakree ahmad nazri, xiongxin. (2025). advancing agile software cost estimation through data synthesis: a comparative analysis of five generation techniques . - ieee access. 63219 - 63236.
mohammad maftoun, , ehsanullah zia2 , nima shadkam3 , seyedeh somayeh salehi komamardakhi4 , zulkefli mansor5 , mohammad ali nematollahi6 , emrah arslan7 , and roohallah alizadehsani. (2026). malicious url detection using optimized hist gradient boosting classifier based on the grid search method. - lecture notes in computer science. 353 - 364.
nurhidayah bahar, zulkefli mansor, dian indrayani jambari, sabrina tiun, farzana parveen tajudeen, nur syahirah nabilah shahril. (2026). a comparative evaluation of moodle-based learning management system in malaysian public universities using a refined sqtl framework. - 2025 international conference on electrical engineering and informatics (iceei). 1 - 6.
zulkefli mansor, rodziah latih1, kamalrufadillah sutling, muhd syamil samli said1adrisham ahmad, ahmad najmi ismail, amine m’zali, djaganadane mourougayane. (2025). testing criteria’s for ai model: a case study of ai warisan project. - proceedings of iconi 2025. 208 - 213.
hafiz adnan hussain, uzma jafar, zulkefli mansor, zarina shukur, mohd juzaiddin ab aziz, lusiana binti syaiful. (2025). reliefchain: a blockchain-enabled framework for transparent and accountable flood relief donations in malaysia. - 2025 international conference on electrical engineering and informatics (iceei). 1 - 6.
liangyu li; zulkefli bin mansor; xiaoyan zhao; minmin li; xianpeng wang. (2025). key factors affecting the cost of medical software development: cost and modeling. - ieee xplore. 264 - 270.
farhan hanis muhmad asri, dalbir singh, zulkefli mansor, helmi norman, muhammad turki alshurideh, majed radi alzoubi, nisreen falaki, sulieman ibraheem mohammad & anber abraheem shlash mohammad. (2025). an insight of the importance of stakeholders in collaborative online learning (colab). - studies in computational intelligence. 131 - 144.
maryati mohd. yusof, dian indrayani jambari, rozilawati razali, zulkefli mansor. (2019). pendekatan mengurus kualiti sistem maklumat organisasi. - . 1-15.
ivan tioh hon soon, zulkefli mansor. (2015). alat pemantauan projek berteraskan agile. - . 221-231.
bhavani seetharaman & zulkefli mansor. (2015). alat pengurusan kos projek berteraskan agile. - . 210-220.
babul airianah othman, ezarina zakaria, loh kee shyuan, kamisah osman, zulkefli mansor, zariyantey abd. hamid, malina jasamai, syafura abdul halim, nurazlinda nurul asri, irma hamilton hanifah, hamira nan. (2025). garis panduan akreditasi dan penilaian pematuhan program pengajian. - . .
nurhidayah bahar, rimaniza zainal abidin, zulkefli mansor, dian indrayani jambari, sabrina tiun. (2025). collaborative assignment design in lms supporting face-to- face teamwork with real-time collaboration and monitoring. - the congress and competition for innovation in teaching and learning.. .
wong leh qine, zulkefli mansor. (2023). sistem pengurusan ahli panel penilai (app). - sistem pengurusan ahli panel penilai (app). 1-13.
subashini a/p ganapathy, kamsuriah ahmad, zulkefli mansor. (2023). matrik amalan pengurusan pengetahuan sektor awam kaedah penilaian. - . 172.
syafura abdul halim, zulkefli mansor, che aniza che wel, yanti rosli, norzawani abdul rahim, nurul asmidar norozi, zatulhijannah miasin. (2023). laporan kewajaran pemakaian templat ringkasan maklumat kursus (summary of course information, table 4) bagi menggantikan format proforma sedia ada di universiti kebangsaan malaysia. - . 1-13.
babul airianah othman, ezarina zakaria, loh kee shyuan, kamisah osman, zulkefli mansor, zariyantey abd. hamid, malina jasamai, syafura abdul halim, nurazlinda nurul asri, irma hamilton hanifah, hamira nan. (2025). garis panduan akreditasi dan penilaian pematuhan program pengajian. - . .
lembaga teknologis malaysia. (2025). professional services standard for technologists and technicians. - . .
nurhidayah bahar, rimaniza zainal abidin, zulkefli mansor, dian indrayani jambari, sabrina tiun. (2025). collaborative assignment design in lms supporting face-to- face teamwork with real-time collaboration and monitoring. - the congress and competition for innovation in teaching and learning.. .
syafura abdul halim, zulkefli mansor, che aniza che wel, yanti rosli, norzawani abdul rahim, nurul asmidar norozi, zatulhijannah miasin. (2023). laporan kewajaran pemakaian templat ringkasan maklumat kursus (summary of course information, table 4) bagi menggantikan format proforma sedia ada di universiti kebangsaan malaysia. - . 1-13.
hafiz adnan hussain, zulkefli mansor, zarina shukur, uzma jafar. (2023). cost-optimized dynamic access control policy using blockchain and machine learning for enhanced security in iot smart homes. - e international conference on advances in machine intelligence, and cybersecurity technologies (amict2023).. 1-6.
| Geran / Grant | Kolaborator / Collaborator | Status |
|---|---|---|
| COMPARATIVE STUDY OF MALAYSIA AND JORDAN FOR COLLABORATIVE ONLINE LEARNING (COLAB) INITIATIVES IN SCHOOLS BASED ON CULTURAL APPROACH | the university of jordan | 63.4% (2025-04-01 sehingga 2026-09-30) |
SOFTWARE :INFORMATION AND COMMUNICATION TECHNOLOGY
Pengalaman / Experience : 20 tahun/years(s)
SOFTWARE & INFORMATION SYSTEM :TECHNOLOGY AND ENGINEERING
software management
Pengalaman / Experience : 12 tahun/years(s)
SOFTWARE & INFORMATION SYSTEM :TECHNOLOGY AND ENGINEERING
software project management
Pengalaman / Experience : 13 tahun/years(s)