pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
zao@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
Biografi/ Biography :
Zulaiha is an associate professor in the Centre of Artificial Intelligence Technology, Faculty of Information Science and Technology, UKM. Now is the head of ICT Unit, Centre of Research Innovation and Management, UKM. She has involved with various Intelligent system projects since 2003, in particular in developing intelligent techniques based on artificial intelligence for problem-solving, agents, knowledge discovery, searching, data analytic, and knowledge manipulation. She has vast experience in framework development, algorithm development, and applied artificial intelligence solutions in various domain problems such as network intrusion detection, human talent, poverty, and weather and air pollution. He has conducted many local, industry, and an international project which totals more up to RM 10 million. She has published more than 200 articles publications in various local and international includes the high impact journal as well such as Journal of an expert system with Application, Applied Intelligence, Intelligent Data Analysis, Applied Soft Computing, etc. She also had graduated with more than 20 Ph.D. students who come from around the world. Besides academics, she is very concerned about community development. She involves in various NGO activities helping the people are needed in a regular basis.
yousra abudaqqa, zulaiha ali othman, azuraliza abu bakar. (2026). dendritic cell algorithm with reinforcement learning for adaptive signal categorization. - cmes computer modeling in engineering & sciences. 1 - 29.
selvia lorena br ginting, zulaiha ali othman. (2026). 8c sps model: a seller product selection model for home-based business sellers using a multi-criteria decision-making approach. - international journal of advanced computer science and applications. 673 - 690.
selvia lorena br ginting, zulaiha ali othman. (2025). a comparison between fahp-topsis and fahp-ftopsis methods for selecting the best products for home-based sellers: a performance analysis. - international journal of advanced computer science and applications. 1125 - 1135.
ivan michael siregar, zulaiha ali othman, azuraliza abu bakar. (2025). deep learning based recommendation system for employee retention using bipartite link prediction. - jurnal intech teknik industri universitas serang raya. 1 - 8.
yousra abudaqqa, zulaiha ali othman, azuraliza abu bakar. (2025). enhancing dendritic cell algorithm by integration with multi-layer perceptron for anomaly detection. - ijacsa. 1035 - 1044.
yousra abudaqqa, zulaiha ali othman, azuraliza abu bakar. (2026). dendritic cell algorithm with reinforcement learning for adaptive signal categorization. - cmes computer modeling in engineering & sciences. 1 - 29.
ivan michael siregar, zulaiha ali othman, azuraliza abu bakar. (2025). enhancing link prediction model for seller product selection in e-commerce: a bipartite and tripartite network approach with domain-specific integration. - journal of king saud university computer and information sciences . 1 - 21.
herman yuliansyah, zulaiha ali othman, azuraliza abu bakar. (2025). co-authorship prediction method based on degree of gravity and article keywords similarity. - physica a: statistical mechanics and its applications . 1 - 19.
mohammad mashrekul kabir, zulaiha ali othman, and mohd ridzwan yaakub. (2024). a hybrid frequency based, syntax, and conditional random field method for implicit and explicit aspect extraction. - ieee access. 72361-72373.
ammar said nasif, zulaiha ali othman, nor samsiah sani, mohammad kamrul hasan, yousra abudaqq. (2024). huffman deep compression of edge node data for reducing iot network traffic. - ieee access. 122988 - 122997.
zulaiha ali othman, azuraliza abu bakar, nor samsiah sani, jamaludin sallim. (2020). household overspending model amongst b40, m40 and t20 using classification algorithm. - (ijacsa) international journal of advanced computer science and applications. 392-399.
zulaiha ali othman, mokhtar massoud kerwad, suhaila zainudin. (2019). hybrid an improvement water flow-like algorithm with single based metaheuristic for cvrp. - international journal of computer science and network security (ijcsns). 40-48.
hamidah jantan, nur hamizah syafiqah che azemi, zulaiha ali othman. (2019). artificial immune-based algorithm for academic leadership assessment. - international journal of advanced computer science and applications. 364-370.
mahmoud sammour, zulaiha ali othman, zurina muda, roliana ibrahim. (2019). an agglomerative hierarchical clustering with association rules for discovering climate change patterns. - international journal of advanced computer science and applications. 231-239.
zulaiha ali othman, noraini ismail, mohd zakree ahmad nazri, hamidah jantan. (2019). development of talent model based on publication performance using apriori technique. - international journal of advanced computer science and applications. 631-640.
yousra abudaqqa, zulaiha ali othman, azuraliza abu bakar. (2026). dendritic cell algorithm with reinforcement learning for adaptive signal categorization. - cmes computer modeling in engineering & sciences. 1 - 29.
selvia lorena br ginting, zulaiha ali othman. (2026). 8c sps model: a seller product selection model for home-based business sellers using a multi-criteria decision-making approach. - international journal of advanced computer science and applications. 673 - 690.
selvia lorena br ginting, zulaiha ali othman. (2025). a comparison between fahp-topsis and fahp-ftopsis methods for selecting the best products for home-based sellers: a performance analysis. - international journal of advanced computer science and applications. 1125 - 1135.
ivan michael siregar, zulaiha ali othman, azuraliza abu bakar. (2025). enhancing link prediction model for seller product selection in e-commerce: a bipartite and tripartite network approach with domain-specific integration. - journal of king saud university computer and information sciences . 1 - 21.
amira najiha azmi, azuraliza abu bakar, zulaiha ali othman, nor samsiah sani. (2025). mining association rules to determine the overspending behavior among low income households in malaysia. - asia-pacific journal of information technology and multimedia. 164 - 179.
kabir, mohammad mashrekul; othman, zulaiha ali; yaakub, mohd ridzwan. (2024). enhanced lexicon based hybrid method for slang and punctuation scoring for aspect based sentiment analysis. - proceedings - 6th international conference on electrical engineering and information and communication technology, iceeict 2024. 1418 - 1422.
rosmayati mohemad, nazratul naziah mohd muhait, noor maizura mohamad noor & zulaiha ali othman. (2020). unstructured malay text analytics model in crime. - the 6th international conference on software engineering & computer systems. 1-7.
noraini ismail, zulaiha ali othman. (2019). improved ozone pollution prediction using extreme learning machine with tribas regularization activation function. - 2nd international conference on intelligent and interactive computing 2018. 151-165.
zulaiha ali othman, noraini ismail, roliana ibrahim, and hamidah jantan. (2019). publication model for academic talent based on apriori technique. - 2nd international conference on intelligent and interactive computing 2018 (iic 2018) lecture notes in networks and systems. 127-140.
omar fitian rashid, zulaiha ali othman, suhaila zainudin. (2019). features selection for intrusion detection system based on dna encoding. - 2nd international conference on intelligent and interactive computing 2018 (iic 2018). 323-335.
nor samsiah mohd sani, zulaiha ali othman, mariah abdul rahman. (2021). kelompok pelbagai dimensi kemiskinan bagi golongan b40. - . 118-164.
zulaiha ali othman, hafiz mohd sarim. (2018). mynda: penjana aplikasi sistem sokongan keputusan. - . 239-265.
zulaiha ali othman, norshahidayu othman, nurul hashimah jaffar & zurina muda. (2017). kajian impak etika siber dan keagamaan terhadap salahlaku pengunaan siber. - modal insan siri yang ke-8 (semai viii). 34-51.
zulaiha ali othman, roslan ahmad, umi nadrah ali othman, nurul hashimah jaffar & noor harzun hashbullah. (2017). model pendididikan etika siber terhadap pelajar sekolah rendah. - . 52-64.
azuraliza abu bakar & zulaiha ali othman. (2017). perlombongan data dan pengoptimuman (dmo). - . 54-58.
norman mohd saleh, zulaiha ali othman, mohd zaidi omar, mohd azlan shah zaidi, wan zawiah wan zin@wan ibrahim, nazura abdul manap, zahari othman, nurhizam safie mohd satar, norizan harun. (2024). polisi pengintegrasian dan tadbir urus data kementerian pendidikan tinggi. - . .
zulaiha ali othman, norman mohd saleh, mohd. zaidi omar, nurhizam safie mohd satar, wan zawiah wan zin @ wan ibrahim, nazura abdul manap, mohd azlan shah zaidi. (2024). kerangka kerja pengintegrasian data kementerian pengajian tinggi malaysia. - . .
nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar;afzan binti adam;abdul hadi bin abd rahman. (2023). analitik prestasi dan tingkah laku pelajar b40 di pendidikan tinggi malaysia berasaskan teknik penyatuan pembelajaran mesin. - . .
suhaila zainudin, shahrina shahrani, zulaiha ali othman, wan fariza paizi@fauzi & khairul akram zainol ariffin, praveen a/l kanagarajah. (2022). pembangunan dan penilaian pengguna untuk aplikasi kesedaran etika siber. - malaysian journal of information and communication technology. 54-68.
nornadia binti ahmad salhi, zulaiha ali othman. (2022). model spesifikasi keperluan aplikasi keibubapaan siber berdasarkan kesedaran dan permintaan ibu bapa. - laporan teknik ftsm. 1-15.
norman mohd saleh, zulaiha ali othman, mohd zaidi omar, mohd azlan shah zaidi, wan zawiah wan zin@wan ibrahim, nazura abdul manap, zahari othman, nurhizam safie mohd satar, norizan harun. (2024). polisi pengintegrasian dan tadbir urus data kementerian pendidikan tinggi. - . .
zulaiha ali othman, norman mohd saleh, mohd. zaidi omar, nurhizam safie mohd satar, wan zawiah wan zin @ wan ibrahim, nazura abdul manap, mohd azlan shah zaidi. (2024). kerangka kerja pengintegrasian data kementerian pengajian tinggi malaysia. - . .
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.. - . .
shahrina shahrani, suhaila zainuddin, kauthar mohd daud, zulaiha ali othman. (2023). fun cybersafe : perkongsian isu siber secara interaktif kepada remaja. - advancing knowledge for success (akses). 80-81.
nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar;afzan binti adam;abdul hadi bin abd rahman. (2023). analitik prestasi dan tingkah laku pelajar b40 di pendidikan tinggi malaysia berasaskan teknik penyatuan pembelajaran mesin. - . .
| Geran / Grant | Kolaborator / Collaborator | Status |
|---|---|---|
| DEVELOPING AN EDUCATION ANALYTICS MODEL TO IMPROVE STUDENT PERFORMANCE THROUGH DATA-DRIVEN INSIGHTS IN MALAYSIA AND JORDAN | applied science private university (asu) | 71.3% (2025-04-01 sehingga 2027-03-31) |
| DEVELOPING AN EDUCATION ANALYTICS MODEL TO IMPROVE STUDENT PERFORMANCE THROUGH DATA-DRIVEN INSIGHTS IN MALAYSIA AND JORDAN | applied science private university (asu) | 71.3% (2025-04-01 sehingga 2027-03-31) |
| DEVELOPING AN EDUCATION ANALYTICS MODEL TO IMPROVE STUDENT PERFORMANCE THROUGH DATA-DRIVEN INSIGHTS IN MALAYSIA AND JORDAN | applied science private university (asu) | 71.3% (2025-04-01 sehingga 2027-03-31) |
| DEVELOPING AN EDUCATION ANALYTICS MODEL TO IMPROVE STUDENT PERFORMANCE THROUGH DATA-DRIVEN INSIGHTS IN MALAYSIA AND JORDAN | applied science private university (asu) | 71.3% (2025-04-01 sehingga 2027-03-31) |
COMPUTER SCIENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Intelligent Agent
Pengalaman / Experience : 20 tahun/years(s)
DATA SCIENCES & DATA ANALYTICS :INFORMATION AND COMMUNICATION TECHNOLOGY
neural network, fuzzy, apriori, decision tree
Pengalaman / Experience : 15 tahun/years(s)
ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
neural network, water flow algorithm, ant colony, cuckoo
Pengalaman / Experience : 15 tahun/years(s)
DATA SCIENCES & DATA ANALYTICS :INFORMATION AND COMMUNICATION TECHNOLOGY
Human resource, climate change, network traffic, DNA sequence, Ozone
Pengalaman / Experience : 15 tahun/years(s)
ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Object oriented modeling, Structure method
Pengalaman / Experience : 20 tahun/years(s)