ying zhou, mei choo ang, ummul hanan mohamad, ah-lian kor, kok weng ng, saraswathy shamini gunasekaran, halimah badioze zaman.  (2026).  from method-centric optimisation to failure-oriented robustness: a framework for industrial inspection systems.  - international journal of advanced computer science and applications.  827 - 840. 

intan nadiah abdul hakim, ummul hanan mohamad.  (2026).  a user-centered conceptual framework for designing augmented reality object recognition interventions to support early communication in children with autism.  - international journal of education, psychology and counselling (ijepc).  902 - 915. 

ummul hanan mohama.  (2025).  establishing expert consensus through a threeround delphi validation for a digital implementation readiness instrument.  - 9th international conference on education, business, islamic and technology 2025 (9th icebit 2025).  271 - 281. 

lixin yan, asim suleman abdullah alwabel, ummul hanan mohamad.  (2025).  ai-powered education: transforming teacher-student interactions and advancing sustainable learning practices.  - european journal of education.  1 - 14. 

roslan abdul wahab, ummul hanan mohamad, mohammad nazir ahmad.  (2025).  integrating behavioral science and data visualization in a conceptual framework for dao adoption in cooperatives.  - 9th international conference on education, business, islamic and technology 2025 (9th icebit 2025).  282 - 293. 

intan nadiah abdul hakim, ummul hanan mohamad, ahmad hanif ahmad baharin.  (2025).  enhancing early communication skills in children with autism through a user-centered augmented reality object-recognition application.  - proceeding: 9th international conference on education, business, islamic and technology 2025 (9th icebit 2025).  178 - 186. 

liew kok leong, fazita irma tajul urus, muhammad arif riza, mohammad nazir ahmad, ummul hanan mohamad .  (2025).  using epp theory and bmo-inspired approach to design a virtual reality dashboard design ontology.  - international journal of advanced computer science and applications (ijacsa).  912 - 920. 

shahiratul a. karim, ummul h. mohamad, puteri n. e. nohuddin.  (2025).  interaction-based feature selection technique using fuzzy discretization and class association rule mining for breast cancer classification.  - malaysian journal of fundamental and applied sciences.  1832 - 1859. 

roslan abdul wahab, ummul hanan mohamad, mohammad nazir ahmad.  (2025).  a dual approach to halal meat traceability through qr codes and blockchain .  - international journal on advanced science, engineering and information technology.  654 - 660. 

ummul hanan mohamad.  (2025).  comparative analysis of ai and nanotech approaches for pandemic prediction.  - .  69 - 104. 

shahiratul, a. karim, ummul, h. mohamad, puteri, n. e. nohuddin .  (2025).  discovery of interpretable patterns of breast cancer diagnosis via class association rule mining (carm) with shap-based explainable ai (xai) .  - malaysian journal of fundamental and applied sciences.  2008 - 2031. 

halimah badioze zaman, ummul hanan mohamad, rabiah abdul kadir, nora yusma mohamed yusoff, azlina ahmad, saraswathy shamini gunasekaran, amar hisham jaaffar, naziffa raha md nasir, ang mei choo, chaw jun kit, azura ali, bacthiar effendi zainal.  (2025).  use cases from malaysia's nas journey.  - .  . 

lingfeng deng, riza sulaiman, hanif baharin, ummul hanan mohamad, bruno a. pansera, domenico santoro.  (2025).  smart circular economy designed for the decarbonization of waste from industry to promote net zero and sustainable development goals.  - computers & industrial engineering.  1 - 13. 

lixin yan, asim suleman abdullah alwabel, ummul hanan mohamad.  (2025).  ai-powered education: transforming teacher- student interactions and advancing sustainable learning practices.  - european journal of education ( special issue from theory to practice: empowering the next generation for a sustainable future).  1 - 14. 

roslan abdul wahab, ummul hanan mohamad, mohammad nazir ahmad.  (2025).  comparative review of decentralized autonomous organizations adoption in social impact organizations focusing on transparency, governance models, and adoption challenges .  - 9th international visual informatics conference.  . 

peizhu xin, noreen izza arshad, ummul hanan mohamad, yuanjun huang, susan j. su.  (2025).  reframing the triple helix for sustainability: a mechanism-based framework for university–industry–government collaboration in global innovation systems.  - european journal of education.  1 - 15. 

ummul hanan mohamad.  (2025).  menuju malaysia pintar melalui transformasi data lokasi dengan sistem alamat nasional.  - bulletin ivi 2025.  . 

ummul hanan mohamad.  (2025).  towards a smart malaysia through transformation of location data with national address system.  - bulletin ivi 2025.  . 

ummul hanan mohamad, intan nadiah abdul hakim .  (2025).  enhancing healthcare 5.0: augmented reality for teaching object function to children with uutism .  - .  34 - 48. 

rabiah abdul kadir, ummul hanan mohamad, mohamad syahmi shahril.  (2025).  unlocking insights: cluster analysis of the asnaf community in perlis using a hybrid clustering model.  - international journal of law, government and communication.  83 - 96. 

hend ali musbah jebril, ummul hanan mohamad , mohammad nazir ahmad .  (2024).  exploring the application of issm and ttf theories: a literature review.  - international journal on advanced science, engineering and information technology.  1589 - 1595. 

shahiratul a. karim, ummul hanan mohamad, puteri n. e. nohuddin.  (2024).  feature selection techniques on breast cancer classification using fine needle aspiration features: a comparative study.  - 8th international visual informatics conference, ivic2023.  568-582. 

halimah badioze zaman, rahimah ismail, nazrita ibrahim, ummul hanan mohamad.  (2024).  a visual-based energy efficient digital agro (ee i-agro) project for design & technology subject, based on computational thinking skills across stem.  - 8th international visual informatics conference, ivic2023.  508-525. 

david wong you king, muhammad arif riza, liew kok leong, ummul hanan mohamad, rabiah abdul kadir, mohammad fairus zulkifli, mohammad nazir ahmad.  (2024).  blockchain-based traceability method - a review.  - 8th international visual informatics conference, ivic2023.  261-275. 

halimah badioze zaman, peter robinson, alan f. smeaton, renato lima de oliveira, bo nørregaard jørgensen, timothy k. shih, rabiah abdul kadir, ummul hanan mohamad, mohammad nazir ahmad.  (2024).  springer lncs: advances in visual informatics 2023.  - 8th international visual informatics conference, ivic2023.  1 - 677. 

mohammad nazir bin ahmad @ sharif;mohd azul mohamad salleh;ummul hanan binti mohamad.  (2024).  ontoexam: a conceptual model to facilitate the integration of eproctor module on examsini online exam solution.  - .  . 

david wong you king, muhammad arif riza, liew kok leong, ummul hanan mohamad, rabiah abdul kadir, mohammad fairus zulkifli, mohammad nazir ahmad . .  (2024).  blockchain-enhanced traceability framework for smart farming with integrated ontology-based data standardization .  - international journal on advanced science, engineering and information technology.  1464 - 1469. 

liew kok leong, muhammad arif riza, ahadi mohd nasir, ummul hanan mohamad, mohammad nazir ahmad, david wong you king.  (2024).  virtual reality dashboard design ontology (vrddo): a theoretical view.  - 2024 international conference on computer, control, informatics and its applications (ic3ina).  36 - 41. 

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. 

ummul h. mohamad and m.n. ahmad.  (2024).  leveraging qr code and blockchain technology for enhanced traceability in the halal meat supply chain.  - international halal symposium 2024.  . 

roslan abdul wahab.  (2024).  blok rantai senjata ampuh memerangi rasuah dan penyelewengan wang.  - dewan kosmik.  . 

ummul hanan mohamad, shahiratul amalina karim.  (2024).  cari jawapan: meneroka interaksi antara fitur untuk diagnosis kanser payudara .  - buletin institut informatik visual 2024.  . 

mohammad nazir ahmad, ummul hanan mohamad .  (2024).  ivi explores a fresh approach to research and innovation.  - buletin institut informatik visual 2024.  . 

mohammad nazir ahmad, ummul hanan mohamad .  (2024).  ivi teroka pendekatan penyelidikan dan inovasi serampang dua mata .  - buletin institut informatik visual 2024.  . 

ummul hanan mohamad, shahiratul amalina karim.  (2024).  unlocking the puzzle: exploring feature interactions in breast cancer diagnosis.  - buletin institut informatik visual 2024.  . 

intan nadiah abdul hakim, ummul hanan mohamad.  (2024).  learning object function with ar based object recognition for individuals with autism and communication problems: a participatory and user-centered design approach.  - proceedings of the 6th national symposium on human-computer interaction 2024 (fusion 2024).  33 - 38. 

tyng, khoo shiang; zaman, halimah badioze; mohamad, ummul hanan; ahmad, azlina.  (2023).  evaluation of the visual learning application for mathematics using holography display for the topic on shape and space.  - international journal on informatics visualization.  249 - 257. 

mohammad nazir bin ahmad @ sharif;mohd azul mohamad salleh;ummul hanan binti mohamad.  (2023).  a study of central repository design for supporting domain of interlocking institutional worlds: a case study of flood management.  - .  . 

ummul hanan binti mohamad;azlina bt. ahmad;aliza binti alias.  (2023).  a framework for designing an augmented reality application focusing on object function for children with autism.  - .  . 

mohd firdaus sulaiman, mohammad nazir ahmad, liew kok leong, ummul h. mohamad, nik mohd habibullah nik mohd nizam and azrulhizam shapii.  (2023).  ontologies for smart farming.  - 16th iadis international conference on information systems (is 2023).  221-230. 

shiang tyng khoo, halimah badioze zaman, ummul hanan mohamad, azlina ahmad.  (2023).  evaluation of the visual learning application for mathematics using holography display for the topic on shape and space.  - international journal on informatics visualization.  249-257. 

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. 

intan nadiah abdul hakim, ummul hanan mohamad.  (2023).  augmented reality frameworks for object recognition in learning application domain: a systematic review.  - journal of advanced research in applied sciences and engineering technology.  1-16. 

youcef benferdia, mohammad nazir ahmad, mushawiahti mustafa, ummul hanan mohamad, liew kok leong.  (2023).  ontology development methodology for virtual reality-based training (vrt) in ophthalmology domain: phaco cataract surgery case study.  - .  68-85. 

khoo shiang tyng, halimah badioze zaman, ummul hanan mohamad, azlina ahmad.  (2023).  perceived ease of use on visual learning application for mathematics using holography display for the topic on shape and space.  - f1000 research.  1-17. 

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. 

mohammad nazir ahmad, ummul hanan mohamad.  (2023).  penyelidik perlu doktrin penyelidikan baharu.  - buletin@ivi.  1. 

intan nadiah abdul hakim, ummul hanan mohamad.  (2023).  meneroka kemungkinan: realiti luasan sebagai alat pembelajaran interaktif untuk perkenalkan fungsi objek kepada kanak-kanak autisme.  - buletin@ivi.  8. 

ahmad hanif bin ahmad baharin;mohamad hanif bin md saad;ummul hanan binti mohamad.  (2023).  holistic user experience of online teaching and learning at universiti kebangsaan malaysia (ukm).  - .  . 

ying zhou, mei choo ang, ummul hanan mohamad, chaw jun kit, zewei kang, huamu lin, and ng kok weng.  (2023).  service robot based on autonomous navigation and human-computer interaction.  - interaksi seminar 2023.  152-160. 

rabiah abdul kadir, mohamad nazir ahmad, nazlena mohamad ali, ummul hanan mohamad, md mahidur rahman sarker, mohamad syahmi shahril, arif roslan.  (2023).  buletin@ivi: institut informatik visual.  - ukm.  1-16. 

sulaiman, mohd firdaus; ahmad, mohammad nazir; leong, liew kok; mohamad, ummul h.; mohd nizam, nik mohd habibullah nik; shapii, azrulhizam.  (2023).  ontologies for smart farming.  - proceedings of the 16th iadis international conference on information systems 2023, is 2023.  221 - 230. 

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. 

ang mei choo;amelia natasya binti abdul wahab;mohamad taha bin ijab;ummul hanan binti mohamad.  (2022).  a framework for sustainable product innovation based on triz.  - .  . 

ummul hanan mohamad.  (2022).  visualization of the factors influencing adoption of ict platforms among malaysian social entrepreneurs.  - the 5th international conference on economics, entrepreneurship and management 2022.  1-15. 

ummul hanan mohamad, mohammad nazir ahmad.  (2022).  visualization of the factors influencing adoption of ict platforms among malaysian social entrepreneurs.  - e-proceeding of the 5th international conference on economics, entrepreneuship & management 2022 (5th iceem).  12-18. 

ummul hanan mohamad, david wong you king, muhammad arif bin riza, mohammad nazir ahmad.  (2022).  emerging crop traceability system in smart farming.  - international conference on computer, information technology and intelligent computing 2022 (citic 2022).  1-16. 

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.  (2022).  sesi perkongsian permohonan perlindungan harta intelek melalui sistem eipr ukm.  - .  1-26. 

rahimah ismail, halimah badioze zaman, ummul hanan mohammad.  (2022).  a visual-based project production package for design and technology subject based on computational thinking skills across stem.  - international journal on informatics visualization.  445-454. 

ang mei choo;amelia natasya binti abdul wahab;puteri nor ellyza binti nohuddin;ummul hanan binti mohamad.  (2022).  technology forecasting model based on trends of engineering system evolution (tese) and big data for 4ir .  - .  . 

ummul hanan mohamad, david wong you king, muhammad arif riza, mohammad nazir ahmad.  (2022).  emerging crop traceability systems in smart farming: a review.  - proceedings of the international conference on computer, information technology and intelligent computing (citic 2022).  182-194. 

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. 

intan nadiah abdul hakim, ummul hanan mohamad, azlina ahmad.  (2021).  a framework for designing an augmented reality application focusing on object function for children with autism.  - journal of information system and technology management.  158-170. 

shiang tyng khoo, halimah badioze zaman, ummul hanan mohamad, azlina ahmad.  (2021).  visual learning application in mathematics using holographic display based on multi-touch technology.  - 7th international visual informatics conference, ivic 2021.  98-110. 

chin wen ng, kok weng ng, mei choo ang, amelia natasya abdul wahab, ummul hanan mohamad.  (2021).  the use of triz in detection and inactivation of pathogens.  - .  1-13. 

noor halimi rose mohamad, mohamad taha ijab, ummul hanan mohamad.  (2021).  visual interaction cues framework for recycling education using augmented reality (recycl-ar).  - .  1. 

ummul hanan mohamad, puteri nor ellyza nohuddin.  (2021).  visualizing the trend of childhood vaccination hesitancy in malaysia using text mining.  - .  58-78. 

rahimah ismail @ besar, ummul hanan mohamad, halimah badioze zaman.  (2021).  analisis keperluan pembangunan model reka bentuk dan teknologi sekolah rendah berasaskan kemahiran pemikiran komputasional.  - persidangan kependudukan kebangsaan 2021 (perkks 2021).  355-364. 

ummul h. mohamad, aliimran nordin, azlina ahmad.  (2020).  sedar mobile application for antibiotic resistance awareness.  - journal of mechanics of continua and mathematical sciences.  1-10. 

ummul hanan binti mohamad;azlina bt. ahmad;aliimran bin nordin.  (2020).  gamification of mobile application to raise public awareness on antibiotic resistance.  - .  . 

ummul hanan mohamad, ahmad mujahid ubaidillah zakaria, mohamad nazir ahmad, nor hazila mohd zain.  (2020).  challenges in building ontology for sharing economy domain.  - 13 th iadis international conference information systems 2020.  156-160. 

ummul hanan mohamad, mohammad nazir ahmad.  (2020).  utusan malaysia.  - aplikasi kenal pasti kesahihan logo halal.  24-25. 

ummul hanan mohamad, aliimran nordin, azlina ahmad.  (2020).  the conceptual model of an application to increase public awareness on antibiotic resistance.  - journal of information system and technology management.  33-45. 

chin wen ng, kok weng ng, mei choo ang, amelia natasya abdul wahab, ummul hanan mohamad.  (2020).  exploring the use of triz in detection and inactivation of pathogens.  - mytriz conference 2020.  1-13. 

ummul hanan mohamad.  (2020).  technology platform for usability engineering zgtv6034.  - .  1-31. 

azzan amin, haslina arshad, ummul hanan mohamad.  (2020).  visualisasi data e-dagang menggunakan augmentasi realiti.  - journal of information system and technology management.  104-122. 

ummul hanan mohamad.  (2020).  understanding social enterprise partnerships.  - .  1-28. 

ummul hanan mohamad.  (2020).  financial management and attracting resources.  - .  1-28. 

halimah badioze zaman, azlina ahmad, mohamad taha ijab, rabiah abdul kadir, norshita mat nayan, suraya hamid, hazleen aris.  (2020).  kajian dasar kesediaan data terbuka dalam sektor pendidikan di malaysia.  - .  1-111. 

ummul hanan mohamad.  (2020).  sedar: educating public on antibiotic resistance using gamification.  - international competition for educational innovation and research.  1-12. 

ummul hanan mohamad, mohammad nazir ahmad.  (2020).  pembentangan permohonan perlindungan harta intelek: smartbin gps based fraud detection.  - .  1-13. 

ummul hanan mohamad, mohammad nazir ahmad.  (2020).  pembentangan permohonan perlindungan harta intelek: aplikasi myselusuri halal.  - .  1-12. 

ummul hanan mohamad, mohammad nazir ahmad.  (2020).  methodological phases for production of the virtual reality (vr) applications or modules or contents for vr-based education and training (vrt) in healthcare domain- "aactio".  - .  1-10. 

ummul hanan mohamad.  (2020).  usability evaluation of sedar mobile application.  - .  1-20. 

halimah badioze zaman, azlina ahmad, ali imran n., hanif bahrin, hamidah yamat@ ahmad, puteri nor ellyza, n., ang, m.c., aliza, a., azwan shaiza, n., riza s., normazidah c.m., azizah, j., wahiza, w. nazlena, m.a., fauzanita k., mohamad taha, i., rabiah,.  (2020).  pembuktian konsep penyelesaian masalah menggunakan model pemikiran komputasional (ct) rentas stem untuk kesediaan data terbuka.  - .  96-138. 

ummul hanan mohamad, mohammad nazir ahmad.  (2020).  myselusuri-halal: stop misuse of malaysia's halal logo.  - majalah impak.  1-4. 

ummul h. mohamad.  (2019).  development of sedar mobile application for antibiotic resistance awareness.  - 3rd innovative research in engineering and information technology international conference 2019.  1-22. 

halimah b.z., riza s., azlina a. nazlena m.a., rabiah a.k., mei choo a., mohamad nazir a., azizah j., puteri nor ellyza n., norshita m.n., ely salwana m.s., hanif b., aliimran n., m. taha ijab., ummul hanan m..  (2019).  dasar pelan strategik institut informatik visual (ivi), ukm 2019 - 2024.  - .  1-199. 

ummul hanan mohamad.  (2019).  comparison of user-centered design antibiotic resistance awareness app to existing antibiotic-related mobile applications.  - advances in visual informatics.  82-90. 

ummul hanan mohamad, aliimran nordin, azlina ahmad.  (2019).  sustainable gamification framework to improve antibiotic resistance awareness for societal well being.  - .  190-207. 

ang mei choo, mohamad taha ijab, aliimran bin nordin, hanif bin ahmad baharin, ummul hanan mohamad.  (2019).  laman sesawang dan media sosial ivi.  - .  1-18. 

ummul hanan mohamad.  (2019).  rintangan antibiotik-sedarkah anda?.  - majalahsains.com.  1. 

halimah b.z., azlina a., aliimran n., hamidah y., a. aliza, m. c. ang, n. azwan s., s. riza, c. m. normazidah, j. azizah,w. wahiza.m. a. nazlena,k. fauzanita,n. puteri nor ellyza,h. baharin,i. mohamad taha,a. k. rabiah,m. n. norshita, ummul, ely salwana.  (2019).  computational thinking (ct) problem solving orientation based on logic-decomposition-abstraction (lda) by rural elementary school children using visual-based presentations.  - advances in visual informaticss, 6th international visual informatics conference 2019.  713-728. 

intan nadiah abdul hakim, azlina ahmad, ummul hanan mohamad, aliza alias.  (2019).  kerangka kerja konseptual untuk merekabentuk aplikasii realiti luasan (ar) berasaskan pengecaman objek bagi membantu masalah komunikasii kalangan kanak-kanak autisme.  - .  16. 

mohamad nazir ahmad, ely salwana mat surin, ummul hanan mohamad.  (2019).  towards an ontology for a sustainable smart waste management domain for societal well being.  - .  126-148. 

ummul h. mohamad, puteri n.e. nohuddin.  (2018).  text mining as a technic to visualize the literature trends in the molecular related personalized medicine context.  - journal of fundamental and applied sciences.  . 

ummul h. mohamad & puteri n.e. nohuddin.  (2018).  text mining as a tool to visualise the literature trends in the molecular-related personalised medicine context.  - international conference on engineering, life sciences and social science (icel3s) 2018.  . 

ummul h. mohamad, mohamad t. ijab, rabiah a. kadir.  (2018).  genomics big data hybrid depositories architecture to unlock precision medicine: a conceptual framework.  - international journal of engineering & technology.  . 

halimah badioze zaman , azlina ahmad, aliimran nordin, hamidah yamat@ ahmad, aliza,a., ang, m.c., azwan shaiza, n., riza s., normazidah c.m., aziziah, j., wahiza,w., nazlena, m.a., fauzanita k., azlina a.a.,puteri nor ellyza n.,h. baharin & mohamad taha,i.  (2018).  integrating computational thinking (ct) with english across stem: initial findings for the kedah state government grant.  - .  . 

ummul hanan mohamad.  (2018).  text mining as a technic to visualize the literature trends in the molecular-related personalized medicine context.  - international conference on engineering, life sciences and social science.  . 

ummul hanan mohamad, aliimran nordin, azlina ahmad.  (2018).  antibiotic resistance: the silent apocalypse.  - majalah impak edisi khas ukm-iic 2018.  . 

halimah badioze zaman , azlina ahmad,, aliimran nordin, hamidah yamat@ahmad, aliza,a., ang, m.c., azwan shaiza, n., riza s. , normazidah c.m. , aziziah, j., wahiza,w., nazlena, m.a., fauzanita k., azlina, a.a., puteri nor ellyza, n., h. baharin,[6].  (2018).  integrating computational thinking (ct) across stem (comel) model in teaching english amongst elementary school children in kedah, malaysia.  - visual informatics international seminar 2018.  . 

ummul h mohamad & puteri ne nohuddin.  (2017).  visualization of biological literature data using text mining approach.  - v.  . 

ummul h. mohamad, m.t. ijab & rabiah a. kadir.  (2017).  bridging the gap in personalised medicine through data driven genomics.  - advances in visual informatics.  88-99.