nur izyan yasmin saat, masnizah mohd, shahrul azman mohd noah, sumaia mohammed al-ghuribi.  (2025).  beyond relevance: enhancing serendipity in content-based recommendations with knowledge graphs.  - ieee access.  142980 - 142989. 

neeraj tiwary, shahrul azman mohd noah, fariza fauzi, tan siok yee, sumaia al-ghuribi.  (2025).  enhancing recommender systems with deep reinforcement learning and knowledge graph embeddings.  - malaysian journal of computer science (mjcs).  1 - 17. 

nur atiqah zaini, tengku siti meriam tengku wook, mohd nor akmal khalid dan shahrul azman mohd noah.  (2025).  user requirements of adaptive learning through digital game-based learning: user-centered design approach to enhance the language literacy development.  - international journal of advanced computer science and applications (ijacsa).  184 - 197. 

ashour ali, shahrul azman mohd noah, lailatul qadri zakaria, saeed amer al ameri.  (2025).  a hybridized bert-based approach for crime news collection and classification from online newspapers.  - journal of computer science.  2000 - 2015. 

abubaker salem mohamed shibani, masnizah mohd, shahrul azman mohd noah.  (2025).  examining the critical factors influencing the development of a user trust-based e-learning for developing countries: a study based on pls-sem and the fsqca.  - espacio, tiempo y educación.  322 - 351. 

nurul hidayah md fadzil, suzana shahar, devinder kaur ajit singh, roslee rajikan, divya vanoh, nazlena mohamad ali dan shahrul azman mohd noah.  (2024).  mapping the landscape: a bibliometric analysis of information and communication technology adoption by older adults with cognitive frailty or impairment.  - geriatrics & gerontology international.  251-262. 

nur izyan yasmin saat, shahrul azman mohd noah, masnizah mohd.  (2024).  enhanced content-based recommendation using topic modelling and knowledge graph.  - elektronika ir elektrotechnika.  73-79. 

neeraj tiwary, shahrul azman mohd noah, fariza fauzi, tan siok yee.  (2024).  max explainability score a quantitative metric for explainability evaluation in knowledge graph-based recommendations.  - computers and electrical engineering.  1-16. 

amjed abbas ahmed, mohammad kamrul hasan, shahrul azman mohd noah, azana hafizah aman.  (2024).  design of time-delay convolutional neural networks (tdcnn) model for feature extraction for side-channel attacks.  - international journal of computing and digital systems.  341-351. 

hashim, siti farhana mohamad; noah, shahrul azman mohd; salim, juhana; mustapha, wan aida wan.  (2024).  development of flavouring ontology for recommending the halal status of flavours.  - journal of information science theory and practice.  22 - 35. 

neeraj tiwary, shahrul azman mohd noah, fariza fauzi, tan siok yee .  (2024).  a review of explainable recommender systems utilizing knowledge graphs and reinforcement learning.  - ieee access.  91999 - 92019. 

al-ghuribi, sumaia mohammed; noah, shahrul azman mohd; mohammed, mawal a.; tiwary, neeraj; saat, nur izyan yasmin.  (2024).  a comparative study of sentiment-aware collaborative filtering algorithms for arabic recommendation systems.  - ieee access.  174441 - 174454. 

nurul asilah ahmad, arimi fitri mat ludin, divya vanoh, noorlaili mohd tohit, zahara abdul manaf, shahrul azman mohd noah and suzana shahar.  (2024).  mobile health application (wefit) among community-dwelling older adults: development, validation, acceptance, and usability study.  - digital health.  1 - 17. 

kadhim, lubna emad, saif aamer fadhil, sumaia m. al-ghuribi, amjed abbas ahmed, mohammad kamrul hasan, shahrul a. mohd noah, and fatima n. al-aswadi..  (2024).  implementation of cyber network’s attacks detection system with deep learning designing algorithms.  - international journal of electrical and computer engineering systems.  819 - 827. 

divya vanoh, arimi fitri mat ludin. suzana shahar, shahrul azman mohd noah, zahara abdul manaf & noorlaili mohd tohit.  (2023).  development of wefi elopment of wefit screening tool for assessing pre-exercise fitness level for older adults in peninsular malaysia.  - journal of health research.  8-14. 

sumaia al-ghuribi, shahrul azman mohd noah, mawal mohammed.  (2023).  an experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets.  - peerj computer science.  1-26. 

yasir hadi farhan, shahrul azman mohd noah, masnizah mohd, jaffar atwan.  (2023).  word-embedding-based query expansion: incorporating deep averaging networks in arabic document retrieval.  - journal of information science.  1168-1186. 

sumaia mohammed al-ghuribi, shahrul azman mohd noah, mawal a. mohammed, sultan noman qasem, belal abdullah hezam murshed.  (2023).  to cluster or not to cluster: the impact of clustering on the performance of aspect-based collaborative filtering.  - ieee access.  41979-41994. 

israa akram alzuabidi, layla safwat jamil, amjed abbas ahmed, shahrul azman mohd noah, mohammad kamrul hasan.  (2023).  a hybrid technique for detecting extremism in arabic social media texts.  - elektronika ir elektrotechnika.  70-78. 

suzana shahar, devinder kaur ajit singh, roslee rajikan, nazlena mohamad ali and shahrul azman mohd noah.  (2023).  digital technology usage among older adults with cognitive frailty: a survey during covid-19 pandemic.  - digital health.  1-14. 

nurul asilah ahmad, arimi fitri mat ludin, suzana shahar, shahrul azman mohd noah, noorlaili mohd tohit.  (2022).  willingness, perceived barriers and motivators in adopting mobile applications for health-related interventions among older adults: a scoping review.  - bmj open.  1-13. 

mohamad amin osman, shahrul azman mohd noah, saidah saad.  (2022).  ontology-based knowledge management tools for knowledge sharing in organization - a review.  - ieee access.  43267-43283. 

ashour ali, shahrul azman mohd noah, lailatul qadri zakaria.  (2022).  representation of event-based ontology models: a comparative study.  - international journal of computer science and network security.  147-156. 

pavapriya ponvel, suzana shahar, devinder kaur ajit singh, arimi fitri mat ludin, roslee rajikan, nor fadilah rajab, chin ai-vyrn, normah che din, norhayati ibrahim,ponnusamy subramaniam, hasnah haron, aniza ismail, razinah sharif, kalavaty ramasamy,.  (2021).  multidomain intervention for reversal of cognitive frailty, towards a personalized approach (ageless trial): study design.  - journal of alzheimers disease.  673-687. 

nurul aida osman, shahrul azman mohd noah, mohammad darwich, masnizah mohd.  (2021).  integrating contextual sentiment analysis in collaborative recommender systems.  - plos one.  1-21. 

yasir hadi farhan, shahrul azman mohd noah, masnizah mohd, jaffar atwan.  (2021).  word embeddings-based pseudo relevance feedback using deep averaging networks for arabic document retrieval.  - journal of information science theory and practice.  1-17. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatulqadri zakaria.  (2021).  issues and challenges in the extraction and mapping of linked open data resources with recommender systems datasets.  - journal of information science theory and practice.  66-82. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatul qadri zakaria.  (2021).  integration of linked open data in collaborative group recommender systems.  - ieee access.  50753-50767. 

nurul asilah ahmad, arimi fitri mat ludin, suzana shahar, shahrul azman mohd noah, noorlaili mohd tohit.  (2020).  willingness, perceived barriers and motivators in adopting mobile applications for health-related interventions among older adults: a scoping review protocol.  - bmj open.  1-5. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatul qadri zakaria.  (2020).  evaluation of group modelling strategy in model-based collaborative filtering recommendation.  - international journal of machine learning and computing.  330-338. 

normaslina jamil, shahrul azman mohd noah, masnizah mohd.  (2020).  collaborative item recommendations based on friendship strength in social network.  - international journal of machine learning and computing.  437-443. 

mohammad darwich, shahrul azman mohd noah, nazlia omar.  (2020).  deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching.  - information processing and management: an international journal.  1-26. 

mohammad darwich, shahrul azman mohd noah, nazlia omar, nurul aida osman2, and ibrahim said ahmad.  (2020).  quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs.  - journal of advances in information technology.  109-118. 

noor huzaimi@karimah mohd noor, shahrul azman mohd noah, mohd juzaiddin ab aziz.  (2020).  classification of short possessive clitic pronoun nya in malay text to support anaphor candidate determination.  - journal of information and communication technology.  513-532. 

rohizah abd rahman, khairuddin omar, shahrul azman mohd noah mohd shahrul nizam mohd danuri and mohammed ali al-garadi.  (2020).  application of machine learning methods in mental health detection: a systematic review.  - ieee access.  83952-83964. 

sumaia mohammed al-ghuribi, shahrul azman mohd noah, sabrina tiun.  (2020).  unsupervised semantic approach of aspect-based sentiment analysis for large-scale user reviews.  - ieee access.  18592-18613. 

yasir hadi farhan, shahrul azman mohd noah, masnizah mohd.  (2020).  survey of automatic query expansion for arabic text retrieval.  - journal of information science theory and practice.  67-86. 

rohizah abd rahman, khairuddin omar, shahrul azman mohd noah dan mohd shahrul nizam mohd danuri.  (2020).  a survey on gender detection of online social network's users experiencing stress.  - international journal of advanced research in engineering and technology (ijaret).  1330-1341. 

bassam al-salemi, masri ayob, graham kendall, shahrul azman mohd noah.  (2019).  multi-label arabic text categorization: a benchmark and baseline comparison of multi-label learning algorithms.  - information processing and management.  . 

mohammad darwich, shahrul azman mohd noah, nazlia omar, nurul aida osman.  (2019).  corpus-based techniques for sentiment lexicon generation: a review.  - journal of digital information management.  296-305. 

mohamed lubani, shahrul azman mohd noah, rohana mahmud.  (2019).  ontology population: approaches and design aspects.  - journal of information science.  502-515. 

nurul aida osman, shahrul azman mohd noah, mohammad darwich.  (2019).  contextual sentiment based recommender system to provide recommendation in the electronic products domain.  - international journal of machine learning and computing.  425-431. 

vanoh divya, shahar suzana, rosdinom razali, nazlena mohamad ali, zahara abdul manaf, shahrul azman mohd noah, amrizal muhammad nur.  (2019).  the effectiveness of a web-based health education tool, wesihat 2.0, among older adults: a randomized controlled trial.  - journal of alzheimer's disease.  S255-S270. 

nurkhairizan khairudin, nurfadhlina mohd sharef, shahrul azman mohd noah, norwati mustapha.  (2019).  tensorized neural network for multi-aspect rating-based recommendation.  - international journal of recent technology and engineering.  547-551. 

sumaia mohammed al-ghuribi, shahrul azman mohd noah.  (2019).  multi-criteria review-based recommender system - the state of the art.  - ieee access.  9446-9468. 

norlia m. yusof, shahrul azman m. noah.  (2019).  malaysian food composition ontology evaluation.  - international journal of machine learning and computing.  700-705. 

mm abdulrazzaq, ift yaseen, shahrul azman mohd noah, ma fadhil.  (2018).  multi-level of feature extraction and classification for x-ray medical image.  - indonesian journal of electrical engineering and computer science.  . 

s hazrina, nm sharef, h ibrahim, maa murad, shahrul azman mohd noah.  (2018).  linguistic-based sparql translation model for semantic question answering system.  - advanced science letters.  . 

shahrul azman mohd noah, nazlena mohamad ali, mohd sabri hasan.  (2018).  penentuan fitur bagi pengekstrakan tajuk berita akhbar bahasa melayu.  - gema online journal of language studies.  . 

bassam al-salemi, masri ayob, shahrul azman mohd noah.  (2018).  feature ranking for enhancing boosting-based multi-label text categorization.  - expert systems with applications.  . 

mohamed lubani, shahrul azman mohd noah.  (2018).  building compact entity embeddings using wikidata.  - international journal on advanced science, engineering and information technology.  . 

nur izyan yasmin saat, shahrul azman mohd noah, masnizah mohd.  (2018).  towards serendipity for content based recommender systems.  - international journal on advanced science, engineering and information technology.  . 

mohd zabidin husin,saidah saad,shahrul azman mohd noah,hakim zainal,kaseh abu bakar.  (2018).  the extraction of concept on literary texts using syntactic rule-based approach.  - journal of telecommunication, electronic and computer engineering.  . 

rohizah abd rahman, khairuddin omar, shahrul azman mohd noah, mohd shahrul nizam mohd danuri.  (2018).  a survey on mental health detection in online social network.  - international journal on advanced science, engineering and information technology.  . 

divya vanoh, intan hafizah ishak, suzana shahar, zahara abdul manaf, nazlena mohamad ali, shahrul azman mohd noah.  (2018).  development and assessment of a web-based intervention for educating older people on strategies promoting healthy cognition.  - clinical interventions in aging.  1787-1798. 

shahrul azman mohd noah, nazlena mohamad ali, mohd sabri hasan.  (2018).  penjanaan ringkasan isi utama berita bahasa melayu berdasarkan ciri kata.  - gema online journal language studies.  . 

nurkhairizan khairudin, nurfadhlina mohd sharef, shahrul azman mohd noah, norwati mustapha.  (2018).  embedded learning for leveraging multi-aspect in rating prediction of personalized recommendation.  - malaysian journal of computer science.  . 

sofian hazrina, nurfadhlina mohd sharef, hamidah ibrahim, masrah azrifah azmi murad, shahrul azman mohd noah,.  (2017).  review on the advancements of disambiguation in semantic question answering system.  - information processing and management.  52-69. 

mohamad hidir mhd salim, nazlena mohamad ali, shahrul azman mohd noah.  (2017).  mobile application on healthy diet for elderly based on persuasive design.  - international journal on advanced science, engineering and information technology.  222-227. 

mahdi rohaninezhad, shahrul azman mohd noah, shereena mohd arif.  (2017).  defeasible policy language for online social networks.  - international journal on advanced science, engineering and information technology.  736-744. 

norlia yusof, shahrul azman noah, samirah taufiq wahid.  (2017).  an ontological approach to constraint-based design case adaptation.  - international journal on advanced science, engineering and information technology.  168-175. 

masita abdul jalil; noraida hj ali; nurul azarina abd rahman; shahrul azman noah.  (2017).  understanding design patterns application with cognitive based learning tool.  - advanced science letters.  4228-4231. 

yanti idaya aspura mohd khalid, shahrul azman mohd noah.  (2017).  semantic text-based image retrieval with multi-modality ontology and dbpedia.  - the electronic library.  1191-1214. 

siti farhana mohamad hashim, juhana salim, shahrul azman mohd noah, wan aida wan mustapha.  (2017).  a framework for tracing the flavouring information to accelerate halal certification.  - journal of telecommunication, electronic & computer engineering.  147-153. 

zaharudin ibrahim, tengku adil tengku izhar, mohd sazili shahibi, ahmad zam hariro, mohd riduan seman@kamalzaman, mahanem mat noor, sharul azman mohd noah.  (2017).  semantic relationship rules identification for the construction of medicinal herbs domain ontology.  - international journal of academic research in business and social sciences.  979-990. 

ayman s. ghabayen, shahrul azman mohd noah.  (2017).  using tags for measuring the semantic similarity of users to enhance collaborative filtering recommender systems.  - international journal on advanced science, engineering and information technology.  2063-2070. 

bassam al-salemi, shahrul azman noah, mohd. juzaiddin ab aziz.  (2016).  rfboost: an improved multi-label boosting algorithm and its application to text categorization.  - knowledge-based systems.  104-117. 

fatihah ramli, shahrul azman mohd noah.  (2016).  building an event ontology for historical domain to support semantic document retrieval.  - international journal on advanced science, engineering and information technology.  1154-1160. 

bassam al-salemi, mohd juzaiddin ab aziz, shahrul azman mohd noah.  (2015).  boosting algorithm with topic modeling for multi-label text categorization: a comparative empirical study.  - journal of information science.  732-746. 

abdulrazzaq m.m., noah s.a..  (2015).  improving the annotation accuracy of medical images in imageclefmed2005 using k-nearest neighbor (knn) classifier.  - asian journal of applied sciences.  16-26. 

hazalina hashim, shahrul azman mohd noah.  (2015).  development of domain ontology for a semantic online forum.  - journal of computer sciences.  750-763. 

mohd sabri hasan, shahrul azman mohd noah, nazlena mohamad ali.  (2015).  malay text features for automatic news headline generation.  - journal of theoretical and applied information technology.  36-41. 

mohamad muayyad abdulrazzaq, shahrul azman mohd noah.  (2015).  improving annotation accuracy of medical images in imageclefmed2005 using k-nn classifier.  - asian journal of applied science.  16-126. 

mehdi rohaninezhad, shereena mohd arif, shahrul azman mohd noah.  (2015).  a grounder for spindle defeasible logic reasoner.  - expert systems with applications.  7098-7109. 

bassam al-salemi, mohd juzaiddin ab aziz, shahrul azman mohd noah.  (2015).  lda-adaboost.mh: accelerated adaboost.mh based on latent dirichlet allocation for text categorization.  - journal of information science.  27-40. 

shahrul azman mohd noah nazlia omar dan amru yusrin amruddin.  (2015).  evaluation of lexical-based approaches to the semantic similarity of malay sentences.  - journal of quantitative linguistics.  135-156. 

khairul nizam baharin & shahrul azman mohd noah.  (2015).  efficient identity matching using static pruning q-gram indexing approach.  - decision support systems.  97-108. 

ghabayen, a.s. and shahrul azman mohd noah.  (2014).  exploiting social tags to overcome cold start recommendation problem.  - journal of computer science.  1166-1173. 

mohamed muayyad abdulrazzaq, shahrul azman mohd noah.  (2014).  content-based image retrieval in medical domains: an overview of methods, issues and systems.  - international review on computers and software (i.r.e.co.s.).  557-568. 

mahdi rohaninezhad, shereena mohd arif and shahrul azman mohd noah.  (2014).  defeasible logic-based strategies to regulate facebook.  - journal of applied sciences.  2953-2966. 

nurfadhlina mohd sharef, shahrul azman mohd noah, masrah azrifah azmi murad.  (2013).  issues and challenges in semantic question answering through natural language interface.  - journal of next generation information technology.  4(7):50-60. 

ayman s. ghabayen and shahrul azman mohd noah.  (2013).  enhancing the accuracy of social collaborative filtering based on the relevance weight of tagging.  - international journal of information processing and management.  4(6):127-136. 

juzlinda ghazali, shahrul azman mohd noah, lailatulqadri zakaria.  (2013).  classification of images for automatic textual annotation: a review of techniques.  - journal of applied sciences.  13(6):760-767. 

yamen batch, maryati mohd yusof, shahrul azman noah.  (2013).  icdtag: a prototype for a web-based system for organizing physician-written blog posts using a hybrid taxonomy-folksonomy approach.  - journal of medical internet research.  15(2):e41. 

suzana shahar, shirley ng & shahrul azman mohd noah.  (2013).  quality and accuracy assessment of nutrition information on the web for cancer prevention.  - informatics for health and social care.  38(1):15-26. 

masnizah mohd, qusay walid bsoul, nazlena mohamad ali, shahrul azman mohd noah, saidah saad, nazlia omar and mohd juzaiddin ab. aziz.  (2012).  optimal initial centroid in k-means for crime topic.  - journal of theoretical and applied information technology.  45(1):19-26. 

noraini jamal, masnizah mohd and shahrul azman noah.  (2012).  poetry classification using support vector machines.  - journal of computer science.  8(9):1441-1446. 

nazlena mohamad ali, masnizah mohd, nurul fitrah yacob, saidah saad, nazlia omar, mohd juzaiddin abd aziz, shahrul azman mohd noah.  (2012).  investigating user perception in a development of crime news retrieval system.  - international journal of digital content technology and its application.  6(10):118-126. 

juhana salim, siti farhana mohamad hashim, and shahrul azman mohamad noah.  (2012).  symbiosis of thesaurus, domain expert and reference sources in designing a framework for the construction of a multilingual ontology for islamic portal.  - international journal on electrical engineering and informatics.  4(1):120-133. 

nazlena mohamad ali, suzana shahar, you lee kee, azir rezha norizan, shahrul azman mohd noah,.  (2012).  design of an interactive digital nutritional education package for elderly people.  - informatics for health and social care (informa).  2012:1-13. 

saman shishehchi, seyed yashar banihashem, nor azan mat zin, shahrul azman mohd. noah.  (2012).  ontological approach in knowledge based recommender system to develop the quality of e-learning system.  - australian journal of basic and applied sciences.  6(2):115-123. 

hayati abdul rahman, shahrul azman mohd noah.  (2011).  a comparative analysis of the entropy and transition point approach in representing index terms of literary text.  - journal of computer science.  7(7):1088-1093. 

saman shishehchi, seyed yashar banihashem, nor azan mat zin and shahrul azman mohd noah.  (2011).  learning content recommendation for visual basic.net programming language based on ontology.  - journal of computer science.  7(2):188-196. 

alsmadi, m., omar, k.b., noah, s.a., almarashdeh, i..  (2011).  a hybrid memetic algorithm with back-propagation classifier for fish classification based on robust features extraction from plgf and shape measurements.  - information technology journal.  10(5):944-954. 

alsmadi m.k., omar k.b., mohd noah s.a..  (2011).  fish classification based on robust features extraction from color signature using back-propagation classifier.  - journal of computer science.  7(1):52-58. 

mutasem khalil alsmadi, khairuddin omar, shahrul azman mohd noah, & ibrahim almarashdeh.  (2010).  fish recognition based on robust features extraction from color texture measurements using back-propagation classifier.  - journal of theoretical and applied information technology.  18(1):11-18. 

mutasem khalil alsmadi, khairuddin omar, shahrul azman mohd noah, & ibrahim almarashdeh.  (2010).  fish recognition based on robust features extraction from size and shape measurements using neural network..  - journal of computer science.  6(10):1060-1066.. 

shahrul azman mohd noah, suraya yaakob dan suzana shahar.  (2009).  application of information visualization techniques in representing patients` temporal personal history data.  - lecture notes in computer science.  5857:168-179. 

i. zaharudin, s.a.noah, m.m.noor.  (2009).  knowledge acquisition from textual documents for the construction of medicinal herbs domain ontology.  - journal of applied sciences.  9(4):794-798.