pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
norsamsiahsani@ukm.edu.my
No. Telefon Rasmi : 6705
No. rasmi:
UKM : 03 8921 5555
Biografi/ Biography :
Nor Samsiah Sani received her bachelor’s degree in Information Technology from the 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 within the Faculty of Information Science and Technology, Center for Artificial Intelligence Technology (CAIT), Universiti Kebangsaan Malaysia (UKM). She has been invited as speaker for several seminars on Machine Learning (ML) and Deep Learning (DL), organized by the Malaysian IEEE-Electron Devices Society. She also has been invited to run short courses on similar subjects for the National Heart Institute and UKM Graduate School of Business respectively. She is currently leading four projects at the internal and national level, where one of the project sees her engaging into collaboration with the Malaysian government sectors, such as the Ministry of Higher Education and the Economic Planning Unit (EPU). Her research interests lie primarily in the fields of machine learning, deep learning, evolutionary algorithms, data mining and optimization, data analytics and Chemoinformatics.
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.
norashikin mustafa, nik shanita safii1*, mohd izham mohamad, sameeha mohd jamil, abdul hadi abdul rahman, nor samsiah sani, azimah ahmad, noor hafizah yatiman, ahmad zawawi zakaria, ruzita abd talib, poh bee koon. (2023). sports nutritionists adopt the nutrition care process road map to develop individualized meal planning for athletes. - malaysian journal of movement, health & exercise. 57-65.
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. - . .
nor samsiah binti sani;azizi bin abdullah;shahnorbanun binti sahran;afzan binti adam. (2023). adaptive load balancing task based on genetic programming in mapreduce for parallel computing . - . .
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. - . .
ahmad fikri mohamed nafuri, nor samsiah sani, nur fatin aqilah zainudin, abdul hadi abd rahman and mohd aliff. (2022). clustering analysis for classifying student academic performance in higher education. - applied sciences. 1-22.
illa iza suhana shamsuddin, zalinda othman, nor samsiah sani. (2022). water quality index classification based on machine learning: a case from the langat river basin model. - water. 1-20.
atheer bassel, amjed basil abdulkareem, zaid abdi alkareem alyasseri, nor samsiah sani and husam jasim mohammed. (2022). automatic malignant and benign skin cancer classification using a hybrid deep learning approach. - diagnostics. 1-15.
abdallah abdallah, mohamad khairi ishak, nor samsiah sani, imran khan, fahad r. albogamy, hirofumi amano, samih m. mostafa. (2022). an optimal framework for sdn based on deep neural network. - cmc-computers materials & continua. 1125-1140.
waleed shahjehan, abid ullah, syed waqar shah, imran khan, nor samsiah sani, ki-il kim. (2022). a sparse optimization approach for beyond 5g mmwave massive mimo networks. - cmc-computers materials & continua. 2797-2810.
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.
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.
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.
azuraliza abu bakar, rusnita hamdan, nor samsiah sani. (2020). ensemble learning for multidimensional poverty classification. - sains malaysiana. 447-459.
atheer bassel, amjed basil abdulkareem, zaid abdi alkareem alyasseri, nor samsiah sani and husam jasim mohammed. (2022). automatic malignant and benign skin cancer classification using a hybrid deep learning approach. - diagnostics. 1-15.
ahmad fikri mohamed nafuri, nor samsiah sani, nur fatin aqilah zainudin, abdul hadi abd rahman and mohd aliff. (2022). clustering analysis for classifying student academic performance in higher education. - applied sciences. 1-22.
illa iza suhana shamsuddin, zalinda othman, nor samsiah sani. (2022). water quality index classification based on machine learning: a case from the langat river basin model. - water. 1-20.
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.
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.
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.
mohd zakree ahmad nazri, nor samsiah sani & salwani abdullah. (2022). inovasi dalam pengurusan minyak sawit malaysia mendepani cabaran globalisasi. - . 177.
chong yu jie, nor samsiah sani, mohd zakree ahmad nazri, salwani abdullah. (2022). inovasi dalam pengurusan minyak sawit malaysia mendepani cabaran globalisasi. - . 7.
nor samsiah binti hj sani, muhammad yusri bin rosli. (2021). kampus digital: ke arah kampus yang lestari. - . 27.
nor samsiah mohd sani, zulaiha ali othman, mariah abdul rahman. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 46.
azuraliza abu bakar & nor samsiah sani. (2018). sains data penerokaan pengetahuan dari data raya. - . 22.
mohd aliff afira sani, mohamaad amirullah rozidi, mohd usairy syafiq samain, nor samsiah sani. (2022). advanced transdisciplinary engineering and technology. - . 398.
mohd zakree ahmad nazri, nor samsiah sani & salwani abdullah. (2022). inovasi dalam pengurusan minyak sawit malaysia mendepani cabaran globalisasi. - . 177.
chong yu jie, nor samsiah sani, mohd zakree ahmad nazri, salwani abdullah. (2022). inovasi dalam pengurusan minyak sawit malaysia mendepani cabaran globalisasi. - . 7.
nor samsiah binti hj sani, muhammad yusri bin rosli. (2021). kampus digital: ke arah kampus yang lestari. - . 27.
nor samsiah mohd sani, zulaiha ali othman, mariah abdul rahman. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 46.
zulaiha ali othman, hafiz mohd sarim, nor samsiah sani. (2021). data analytics and optimization seminar 2021. - . 125.
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. - . .
nor samsiah binti sani;azizi bin abdullah;shahnorbanun binti sahran;afzan binti adam. (2023). adaptive load balancing task based on genetic programming in mapreduce for parallel computing . - . .
mohd ridzwan bin yaakub;amelia natasya binti abdul wahab;rossilawati binti sulaiman;azrulhizam bin shapi`i;afzan binti adam;akmal bin aris;nor samsiah binti sani. (2022). targeted online and social media based on sentiment analysis for electoral boundaries. - . .
khairul akram bin zainol ariffin;khairuddin bin omar;siti norul huda bt. sheikh abdullah;nor samsiah binti sani. (2022). malware detection model based on memory forensics analysis using factorization machine algorithm. - . .
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. - . .
| Geran / Grant | Kolaborator / Collaborator | Status |
|---|---|---|
| MULTIMODAL DEEP NEURAL NETWORKS (DNN) FOR FAKE PROPERTY LISTINGS PREDICTION BASED ON MULTI-SOURCE DATA FUSION | faizal bin abd kadir | 34.7% (2022-10-01 sehingga 2024-09-30) |
| MODEL PERAMALAN HOLISTIK PRESTASI PELAJAR MELALUI GABUNGAN TEKNIK STATISTIK MULTIPEMBOLEHUBAH DAN PEMBELAJARAN MESIN | suruhanjaya perkhidmatan awam malaysia | 99.7% (2020-12-15 sehingga 2023-06-14) |