s. divyashree, christy jackson joshua, abdul quadir md, senthilkumar mohan, a. sheik abdullah, ummul hanan mohamad, nisreen innab, ali ahmadian.  (2024).  enabling business sustainability for stock market data using machine learning and deep learning approaches.  - annals of operations research.  1 - 36. 

jianqiang gu, liurong zhao, xiaoguang yue, noreen izza arshad, ummul hanan mohamad.  (2023).  multistage quality control in manufacturing process using blockchain with machine learning technique.  - information processing and management.  1-14. 

zhifu gong, jingyi ji, pengyuan tong, ahmed sayed m. metwally, ashit kumar dutta, joel j. p. c. rodrigues, ummul hanan mohamad.  (2023).  smart urban planning: intelligent cognitive analysis of healthcare data in cloud-based iot.  - computers and electrical engineering.  1-13. 

r. priyadarshini, abdul quadir md, senthilkumar mohan, abdullah alghamdi, mesfer alrizq, ummul hanan mohamad, ali ahmadian.  (2023).  novel framework based on ensemble classification and secure feature extraction for covid-19 critical health prediction.  - engineering applications of artificial intelligence.  1-15. 

ummul h. mohamad, mohammad nazir ahmad, ahmad mujahid ubaidillah zakaria.  (2022).  ontologies application in sharing economy (se) domain: a systematic review.  - online information review.  807-825. 

xiaochun lei, ummul hanan mohamad, aliza sarlan, mishal shutaywi, yousef ibrahim daradkeh, hazhar omer mohammed.  (2022).  development of an intelligent information system for financial analysis depend on supervised machine learning algorithms.  - information processing and management.  1-11. 

ummul hanan mohamad, mohammad nazir ahmad, youcef benferdia, azrulhizam shapi'i, mohd yazid bajuri.  (2021).  an overview of ontologies in virtual reality-based training for healthcare domain.  - frontiers in medicine.  1-13.