pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
norsamsiahsani@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
Biografi/ Biography :
Nor Samsiah Sani received her bachelor’s degree in Information Technology from Universiti Tenaga Nasional (UNITEN), Malaysia. She then continued her PhD at the University of Sheffield, United Kingdom, where her thesis focused on machine learning, deep learning, and evolutionary algorithms. She currently holds the position of Senior Lecturer at the Faculty of Information Science and Technology, Center for Artificial Intelligence Technology (CAIT), Universiti Kebangsaan Malaysia (UKM). She has been invited as a speaker for several seminars on Machine Learning (ML) and Deep Learning (DL). She has also been invited to conduct short courses on similar subjects. Currently, she is leading several projects involving collaboration with Malaysian government sectors and industries at the national and international levels. Her research interests primarily lie in the fields of predictive analytics, machine learning, data analytics, deep learning, evolutionary algorithms, data mining and optimization, and Chemoinformatics
noor faridatul ainun zainal, afzan adam, abdul hadi abd rahman, nor samsiah sani, nazhatul hafizah kamarudin. (2025). cabaran dji robomaster 2025. - buletin akses 2025. .
mohammed s. ibrahim, ahmed j. aljaaf, mohammed al-khafajiy, ahmed adil nafea, nor samsiah sani . (2025). systematic evaluation of chatgpt performance in providing renewable energy information. - peer j computer science. 1 - 23.
syaimak abdul shukor, jia huitang, iqraq kamal, mohd faizzuan mohammad, zalinda othman, shahnorbanun sahran, nor samsiah sani, mohd ridzwan yaakub, and azizi abdullah. (2025). predictive maintenance in aerospace: leveraging machine learning for optimized filter lifespan. - communications in computer and information science2483: first international symposium, sms 2024 johor bahru, malaysia, december 16–17, 2024 proceedings. 87 - 101.
liu luan xiang wei, nor samsiah sani. (2025). enhanced facial expression recognition based on resnet50 with a convolutional block attention module. - international journal of advanced computer science and applications . 695 - 711.
ahmad nuruddin bin azhar, nor samsiah sani, liu luan xiang wei3. (2025). enhancing covid-19 detection in x-ray images through deep learning models with different image preprocessing techniques. - international journal of advanced computer science and applications (ijacsa). 633 - 644.
maifuza mohd amin, nor samsiah sani, mohammad faidzul nasrudin. (2025). class-weighted dempster–shafer in dual-level fusion for multimodal fake real estate listings detection. - peer j computer science. 1 - 40.
hussein a.a. al-khamees, nor samsiah sani, ahmed sileh gifal, luan xiang, wei liu, mohd isrul esa. (2025). a dynamic model using k-nn algorithm for predicting diabetes and breast cancer. - computers in biology and medicine. 1 - 15.
rabie rehan, shahnorbanun sahran, nor samsiah sani, zaid alyasseri. (2025). a hybrid abd-based online evolving spiking neural network for unsupervised anomaly detection in streaming data. - peerj computer science. 1 - 39.
mohammed s. ibrahim, ahmed j. aljaaf, mohammed al-khafajiy, ahmed adil nafea, nor samsiah sani . (2025). systematic evaluation of chatgpt performance in providing renewable energy information. - peer j computer science. 1 - 23.
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.
rabiatul adawiyah alia, nik nor liyana nik ibrahim, wan azlina wan abd karim ghania , nor samsiah sani and hon loong lamd. (2024). demi interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management. - international journal of environmental science and technology . 1 - 18.
amit chhabra, sudip kumar sahana, nor samsiah sani, ali mohammadzadeh and hasmila amirah omar. (2022). energy-aware bag-of-tasks scheduling in the cloud computing system using hybrid oppositional differential evolution-enabled whale optimization algorithm. - energies. 1-36.
nur afyfah suwadi, morched derbali, nor samsiah sani, meng chun lam, haslina arshad, imran khan, and ki-il kim. (2022). an optimized approach for predicting water quality features based on machine learning. - wireless communications & mobile computing. 1-20.
rabiatul adawiyah ali, nik nor liyana nik ibrahim, wan azlina wan abdul karim ghani, hon loong lam, nor samsiah sani. (2022). utilization of process network synthesis and machine learning as decision making tools for municipal solid waste management. - international journal of environmental science and technology. 1985-1996.
amjed basil abdulkareem, nor samsiah sani, shahnorbanun sahran, zaid abdi alkareem alyessari, afzan adam, abdul hadi abd rahman, abdulkarem basil abdulkarem. (2021). predicting covid-19 based on environmental factors with machine learning. - intelligent automation and soft computing. 305-320.
mohammed s. ibrahim, ahmed j. aljaaf, mohammed al-khafajiy, ahmed adil nafea, nor samsiah sani . (2025). systematic evaluation of chatgpt performance in providing renewable energy information. - peer j computer science. 1 - 23.
rabie rehan, shahnorbanun sahran, zaid alyasseri, nor samsiah sani, mohammed azmi al-betar . (2025). hyperparameters optimization of evolving spiking neural network using artificial bee colony for unsupervised anomaly detection. - journal of intelligent systems. 1 - 30.
rabie rehan, shahnorbanun sahran, nor samsiah sani, zaid alyasseri. (2025). a hybrid abd-based online evolving spiking neural network for unsupervised anomaly detection in streaming data. - peerj computer science. 1 - 39.
liu luan xiang wei, nor samsiah sani. (2025). enhanced facial expression recognition based on resnet50 with a convolutional block attention module. - international journal of advanced computer science and applications . 695 - 711.
ahmad nuruddin bin azhar, nor samsiah sani, liu luan xiang wei3. (2025). enhancing covid-19 detection in x-ray images through deep learning models with different image preprocessing techniques. - international journal of advanced computer science and applications (ijacsa). 633 - 644.
syaimak abdul shukor, jia huitang, iqraq kamal, mohd faizzuan mohammad, zalinda othman, shahnorbanun sahran, nor samsiah sani, mohd ridzwan yaakub, and azizi abdullah. (2025). predictive maintenance in aerospace: leveraging machine learning for optimized filter lifespan. - communications in computer and information science2483: first international symposium, sms 2024 johor bahru, malaysia, december 16–17, 2024 proceedings. 87 - 101.
ali lamjid, khairul akram zainol ariffin, mohd juzaiddin ab aziz, nor samsiah sani. (2023). determine the optimal hidden layers and neurons in the generative adversarial networks topology for the intrusion detection systems. - 2022 international conference on cyber resilience (iccr). 1-7.
rusnita isnin@hamdan, azuraliza abu bakar, nur samsiah sani. (2020). does artificial intelligence prevail in poverty measurement?. - journal of physics: conference series. 1-13.
izwan azmi, mohamad syazwan shafei, mohammad faidzul nasrudin, nor samsiah sani, abdul hadi abd rahman. (2019). arucorsv: robot localisation using artificial marker. - the 6th international conference for robotics intelligence and applications (rita 2018). 189-198.
ahmad adlan anuar, mohd aliff afira sani, nor samsiah sani, mohd ismail yusof & silvia dewi kumalasari . (2024). a review on plant diseases classification methods using machine learning algorithms. - springerbriefs in applied sciences and . 91 - 98.
muhammad shafique ashroff md nor, mohd aliff afira sani, mohd ismail yusof, ashraf rohanim asari, sallaudin hassan & nor samsiah sani . (2024). development of vertical indoor farming using an arduino and iot. - . 79 - 85.
mohd aliff afira sani, joshua balan anak david, noor huda jaafar, mohd ismail yusof, nor samsiah sani & siti fairuz nurr sadikan . (2024). the development of a self-balancing robot based on complementary filter and arduino. - . 71 - 78.
mohd zakree ahmad nazri, nor samsiah sani & salwani abdullah. (2022). pengurusan mapan minyak sawit menggunakan pembelajaran mesin dan analitik: inovasi, hala tuju dan jurang. - . 30-54.
chong yu jie, nor samsiah sani, mohd zakree ahmad nazri, salwani abdullah. (2022). pengesanan dan kawalan penyakit tanaman kelapa sawit berasaskan model pembelajaran mendalam. - . 167-173.
mohd nor akmal khalid, shahrul azman mohd noah, mohd faidzul nasruddin, saidah saad, nor samsiah sani, wandeep kaur ratan singh, mastura sahak, ermizal sha hassan. (2025). pembangunan model asas bahasa besar untuk bahasa kebangsaan malaysia. - buletin akses ftsm 2025/2026. .
noor faridatul ainun zainal, afzan adam, abdul hadi abd rahman, nor samsiah sani, nazhatul hafizah kamarudin. (2025). cabaran dji robomaster 2025. - buletin akses 2025. .
noor faridatul ainun zainal, afzan adam, abdul hadi abd rahman, nor samsiah sani . (2024). bengkel dron kepada pelajar sosioekonomi b40. - buletin akses tahun 2024. .
hazura mohamed, ruzzakiah jenal, siti fadzilah mat nor, nor samsiah sani, fadhilah rosdi, nazatul aini abdul majid, hadi affendy dahlan, khairul azmi abu bakar, wan fariza binti paizi@fauzi, kauthar mohd daud, nur fazidah elias, suhaila zainuddin, zaihoosnita hood, tan siok yee. (2024). karnival inovasi digital 2024. - buletin akses ftsm. .
syaimak abdul shukor, zalinda othman, azizi abdullah, shahnorbanun sahran, mohd ridzwan yaakub, kerk yi wen, norsamsiah sani, nuramni ashikin anuar, iqraq kamal, sivadas chandra sekaran, mohd faizzuan mohammad. (2024). penyelenggaraan ramalan - menjamin kualiti terbaik. - buletin akses (advancing knowledge for success), ftsm, ukm. 12-13.
mohd nor akmal khalid, shahrul azman mohd noah, mohd faidzul nasruddin, saidah saad, nor samsiah sani, wandeep kaur ratan singh, mastura sahak, ermizal sha hassan. (2025). pembangunan model asas bahasa besar untuk bahasa kebangsaan malaysia. - buletin akses ftsm 2025/2026. .
noor faridatul ainun zainal, afzan adam, abdul hadi abd rahman, nor samsiah sani, nazhatul hafizah kamarudin. (2025). cabaran dji robomaster 2025. - buletin akses 2025. .
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.. - . .
azizi bin abdullah;shahnorbanun binti sahran;afzan binti adam;nor samsiah binti sani. (2024). ensemble of convolutional neural networks using multiple heterogeneous filter models for image classification.. - . .
syaimak abdul shukor, zalinda othman, azizi abdullah, shahnorbanun sahran, mohd ridzwan yaakub, kerk yi wen, norsamsiah sani, nuramni ashikin anuar, iqraq kamal, sivadas chandra sekaran, mohd faizzuan mohammad. (2024). penyelenggaraan ramalan - menjamin kualiti terbaik. - buletin akses (advancing knowledge for success), ftsm, ukm. 12-13.
ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Machine Learning, Deep Learning, Evolutionary Algorithm, Chemoinformatics, Data Analytics, Data Mining and Optimization
Pengalaman / Experience : -8 tahun/years(s)