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. 

rahman, md. mokhlesur; muniyandi, ravie chandren; sahran, shahnorbanun; usman, opeyemi lateef; moniruzzaman, md..  (2024).  restoring private autism dataset from sanitized database using an optimized key produced from enhanced combined pso-gwo framework.  - scientific reports.  1 - 21. 

nur aishah ab razak and shahnorbanun sahran.  (2023).  lightweight micro-expression recognition on composite database.  - applied sciences.  1-14. 

nur izzati mohd talib, nazatul aini abd majid dan shahnorbanun sahran.  (2023).  identification of student behavioral patterns in higher education using k-means clustering and support vector machine.  - applied sciences.  1-14. 

ashwaq qasem, siti norul huda sheikh abdullah, shahnorbanun sahran, dheeb albashish, shidrokh goudarzi, shantini arasaratnam.  (2022).  an improved ensemble pruning for mammogram classification using modified bees algorithm.  - neural computing and applications.  10093-10116. 

ahmed oday, azizi abdullah, shahnorbanun sahran.  (2025).  yolo-osam reassembly spatial attention mechanisms for facial expression recognition.  - traitement du signal.  2379 - 2387. 

noor atika azit, shahnorbanun sahran, leow voon meng , manisekar k. subramaniam, suryati mokhtar, azmawati mohammed nawi.  (2022).  the survival outcomes and prognostic factors of hepatocellular carcinoma among type 2 diabetes patients a two-centre retrospective cohort study.  - turkish journal of medical sciences.  1580-1590. 

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. 

afzan adam, shahnorbanun sahran, siti nurul huda sheikh abdullah, goh jee yuan, suria hayati md pauzi, nordashima abd shukor.  (2021).  the user interface evaluation of integrated cancer diagnosing system.  - malaysian journal of pathology.  137. 

shahnorbanun sahran.  (2021).  the utility of artificial intelligence in diagnostic pathology.  - malaysia journal of pathology.  115. 

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. 

ahmed oday, azizi abdullah, shahnorbanun sahran.  (2025).  yolo-osam reassembly spatial attention mechanisms for facial expression recognition.  - traitement du signal.  2379 - 2387. 

rahman, md. mokhlesur; muniyandi, ravie chandren; sahran, shahnorbanun; usman, opeyemi lateef; moniruzzaman, md..  (2024).  restoring private autism dataset from sanitized database using an optimized key produced from enhanced combined pso-gwo framework.  - scientific reports.  1 - 21. 

diah arianti, azizi abdullah, shahnorbanun sahran, wong zhyqin.  (2024).  weighted pso ensemble using diversity of cnn classifiers and color space for endoscopy image classification.  - international journal of advanced computer science and applications.  1137-1114. 

nur aishah ab razak and shahnorbanun sahran.  (2023).  lightweight micro-expression recognition on composite database.  - applied sciences.  1-14. 

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. 

mohammed omar salameh ; azizi abdullah ; shahnorbanun sahran.  (2016).  ensemble of vector and binary descriptor for loop closure detection.  - the 4th international conference on robot intelligence technology and applications, bucheon south korea.  329-340. 

kahwaji a., arshad h., sahran s., garba a.g., hussain r.i..  (2016).  hexagonal microstrip antenna simulation for breast cancer detection.  - 2016 international conference on industrial informatics and computer systems, ciics 2016.  1-4. 

wan noor aziezan baharuddin , siti norul huda sheikh abdullah , shahnorbanun sahran, ashwaq qasem, and azizi bin abdullah, rizuana iqbal, fuad ismail.  (2016).  type 2 fuzzy logic for mammogram breast tissue classification.  - 2016 international conference on industrial informatics and computer systems (ciics).  . 

baher h nayef, rizuana iqbal hussain, shahnorbanun sahran, siti norul huda sheikh abdullah.  (2013).  brain imaging classification based on learning vector quantization.  - 1st international conference on communications, signal processing, and their applications (iccspa) 2013.  . 

nahla shatnawi, shahnorbanun sahran, mohamad faidzul nasrudin.  (2023).  memory-based bees algorithm with levy flights for multilevel image thresholding.  - springer series in advanced manufacturin.  175-191. 

farshid pirahansiah, shahnorbanun sahran, and siti norul huda sheikh abdullah.  (2022).  camera calibration and video stabilization framework for robot localization.  - studies in systems, decision and cont.  267-285. 

syaimak abdul shukor, feybi ariani goni, shahnorbanun sahran, muriati mukhtar.  (2021).  pelaksanaan kelestarian di institut pengajian tinggi.  - .  34-50. 

shahnorbanun sahran, ashwaq qasem, khairuddin omar, dheeb albashih, afzan adam, siti norul huda sheikh abdullah, azizi abdullah, rizuana iqbal hussain, fuad ismail, norlia abdullah, suria hayati md pauzi, nurdashima abd shukor.  (2018).  machine learning methods for breast cancer diagnostic.  - .  57-76. 

afzan adam & shahnorbanun sahran.  (2017).  komputeran perubatan (mclab).  - .  20-27. 

mohammad khatim hasan, shahnorbanun sahran, suhaila zainudin, azizi abdullah, mohammad faidzul nasrudin, afzan adam, atika noor azit, siti nabihah md said.  (2025).  bengkel ai untuk penyelidikan perubatan.  - buletin akses ftsm.  . 

nurazeela nabiha zahrul nizam, shahnorbanun binti sahran.  (2024).  pengelasan dan penemberengan imej histopatologi menggunakan algoritma hover-net.  - .  . 

tan xin yi, shahnorbanun sahran.  (2024).  m-fgrow : sistem pemantauan dan penilaian tumbesaran janin untuk penduduk malaysia.  - .  . 

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, masri ayob, shahrul azman mohd noah, mohammad kamrul hasan, sabrina tiun, nazlia omar, shahnorbanun sahran, siti nabihah md said.  (2024).  bengkel penulisan jurnal berimpak pusat cait siri 1.  - buletin akses ftsm 2024 .  . 

mohammad khatim hasan, shahnorbanun sahran, suhaila zainudin, azizi abdullah, mohammad faidzul nasrudin, afzan adam, atika noor azit, siti nabihah md said.  (2025).  bengkel ai untuk penyelidikan perubatan.  - buletin akses ftsm.  . 

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..  - .  . 

ravie chandren a/l muniyandi;shahnorbanun binti sahran.  (2024).  deep learning with spiking neural p system for effective diagnosis and efficient predictions of learning pattern in autism spectrum disorder.  - .  . 

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. 

nurazeela nabiha zahrul nizam, shahnorbanun binti sahran.  (2024).  pengelasan dan penemberengan imej histopatologi menggunakan algoritma hover-net.  - .  .