sumaia mohammed al-ghuribi, shahrul azman mohd noah, sabrina tiun, mawal a. mohammed, nur izyan yasmin saat.  (2025).  combining review elements for modelling various multi-criteria collaborative recommendation models.  - journal of big data.  1 - 25. 

mohammad a. ateeq, sabrina tiun, hamed abdelhaq, and wandeep kaur.  (2025).  unsupervised context-linking retriever for question answering on long narrative books.  - ieee access.  101066 - 101088. 

jingming hou, nazlia omar, sabrina tiun, saidah saad, qian he.  (2025).  text-centric disentangled representation interaction network for multimodal sentiment analysis.  - neurocomputing.  1 - 13. 

abdhood, samia f.; omar, nazlia; tiun, sabrina.  (2025).  data augmentation for arabic text classification: a review of current methods, challenges and prospective directions.  - peerj computer science.  1 - 32. 

samia f abdhood, nazlia omar, sabrina tiun .  (2025).  a novel data augmentation framework for arabic multi-label text classification using arabart, aragpt2, and borderline-smote.  - ieee access.  169769 - 169778. 

zainab mansur, nazlia omar, sabrina tiun, eissa m. alshari .  (2025).  a hybrid bert-based normalization framework for hate speech detection.  - asia-pacific journal of information technology and multimedia (apjitm).  472 - 495. 

siti noor allia noor ariffin, sabrina tiun, nazlia omar.  (2025).  m-covidlex: the construction of a domain-specific mixed code sentiment lexicon.  - (ijacsa) international journal of advanced computer science and applications.  334 - 347. 

musatafa abbas abbood albadr, masri ayob, sabrina tiun, raad z. homod, fahad taha al-dhief, mohammed hasan mutar.  (2025).  parkinson’s disease diagnosis by voice data using particle swarm optimization-extreme learning machine approach.  - multimedia tools and applications.  26843 - 26876. 

musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, muataz salam al-daweri, raad z. homod, ali hashim abbas.  (2025).  fast learning network algorithm for voice pathology detection and classification.  - multimedia tools and applications.  18567 - 18598. 

ridha hussein chassab, lailatul qadri zakaria, sabrina tiun .  (2024).  an optimized bert fine-tuned model using an artificial bee colony algorithm for automatic essay score prediction.  - peerj computer science.  1 - 21. 

ridha hussein chassab; lailatul qadri zakaria; sabrina tiun.  (2024).  an optimized lstm-based augmented language model (flstm-alm) using fox algorithm for automatic essay scoring prediction.  - ieee access.  48713-48724. 

zainab mansur, nazlia omar , sabrina tiun, eissa m. alshari.  (2024).  a normalization model for repeated letters in social media hate speech text based on rules and spelling correction.  - plos one.  1-25. 

mohammad a. ateeq , sabrina tiun, hamed abdelhaq, nawras rahhal.  (2024).  arabic narrative question answering (qa) using transformer models.  - ieee access.  2760-2777. 

hou, jingming; omar, nazlia; tiun, sabrina; saad, saidah; he, qian.  (2024).  tchfn: multimodal sentiment analysis based on text-centric hierarchical fusion network.  - knowledge-based systems.  1 - 12. 

albadr, musatafa abbas abbood; tiun, sabrina; ayob, masri; al-dhief, fahad taha.  (2024).  particle swarm optimization-based extreme learning machine for covid-19 detection.  - cognitive computation.  1858 - 1873. 

majid hameed ahmed , sabrina tiun , nazlia omar, nor samsiah sani.  (2024).  a multi-view representation technique based on principal component analysis for enhanced short text clustering.  - plos one.  1 - 25. 

abu hanifah ayob, zulaiha ali othman, sabrina tiun, zurina muda.  (2024).  a data mining approach to understand female entrepreneurs across the globe .  - international journal of professional business review.  1 - 20. 

ng chin mei, sabrina tiun, gita sastria.  (2024).  multi-label aspect-sentiment classification on indonesian cosmetic product reviews with indobert model.  - international journal of advanced computer science and applications.  712 - 720. 

zainab mansur, nazlia omar and sabrina tiun.  (2023).  twitter hate speech detection: a systematic review of methods, taxonomy analysis, challenges, and opportunities.  - ieee access.  16226-16249. 

musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, anas arram and sura khalaf.  (2023).  breast cancer diagnosis using the fast learning network algorithm.  - frontiers in oncology.  1-16. 

azrul fahmi abdul aziz1, sabrina tiun, noraini ruslan.  (2023).  end to end text to speech synthesis for malay language using tacotron and tacotron 2.  - international journal of advanced computer science and applications.  415-421. 

musatafa abbas abbood albadr, sabrina tiun, masri ayob, mohd zakree ahmad nazri, fahad taha al-dhief.  (2023).  grey wolf optimization-extreme learning machine for automatic spoken language identification.  - multimedia tools and applications.  27165-27191. 

nor fariza mohd nor, tasha erina taufek, azhar jaludin, jamaluddin aziz, lam kuok choy, sabrina tiun.  (2023).  a corpus assisted discourse analysis case study of public opinion on climate change in malaysia.  - gema online® journal of language studies.  34-55. 

mohammad mashrekul kabir, zulaiha ali othman, mohd ridzwan yaakub, sabrina tiun.  (2023).  hybrid syntax dependency with lexicon and logistic regression for aspect-based sentiment analysis.  - international journal of advanced computer science and applications.  797-804. 

adil yaseen taha, sabrina tiun, abdul hadi abd rahman, masri ayob and ali sabah abdulameer.  (2022).  unified graph-based missing label propagation method for multilabel text classification.  - symmetry.  286-307. 

ali sabah abdulameer, sabrina tiun, nor samsiah sani, masri ayob, adil yaseen taha.  (2022).  enhanced clustering models with wiki-based k-nearest neighbors-based representation for web search result clustering.  - journal of king saud university - computer and information sciences.  840-850. 

tasha erina taufek, nor fariza mohd nor, azhar jaludin, sabrina tiun, lam kuok choy, jamaluddin aziz.  (2022).  media report about climate change in an english online malaysian newspaper through thematic and discourse analysis approaches.  - 3l: language, linguistics, literature® the southeast asian journal of english language studies.  193-210. 

siti noor allia noor ariffin, sabrina tiun.  (2022).  improved pos tagging model for malay twitter data based on machine learning algorithm.  - international journal of advanced computer science and applications,.  229-234. 

musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, mohammad kamrul hasan.  (2022).  gray wolf optimization-extreme learning machine approach for diabetic retinopathy detection.  - frontiers in public health.  1-16. 

musatafa abbas abbood albadr, sabrina tiun, masri ayob, fahad taha al-dhief, khairuddin omar, mhd khaled maen.  (2022).  speech emotion recognition using optimized genetic algorithm-extreme learning machine.  - multimedia tools and applications.  23963-23989. 

hamood alshalabi, sabrina tiun, nazlia omar, elham abdulwahab anaam, yazid saif.  (2022).  bpr algorithm: new broken plural rules for an arabic stemmer.  - egyptian informatics journal.  363-371. 

hamood alshalabi, sabrina tiun, nazlia omar, fatima n. al-aswadi, kamal ali alezabi.  (2022).  arabic light-based stemmer using new rules.  - journal of king saud university - computer and information sciences.  6635-6642. 

hamood alshalabi, sabrina tiun, nazlia omar, kamal ali alezabi, fatima n. al-aswadi.  (2022).  the effectiveness of arabic stemmers using arabized word removal.  - international journal of information science and management (ijism).  85-100. 

majid hameed ahmed, sabrina tiun, nazlia omar , nor samsiah sani.  (2022).  short text clustering algorithms, application and challenges: a survey.  - applied sciences.  1-39. 

anis nadiah che abdul rahman, imran ho abdullah, intan safinaz zainudin, sabrina tiun, azhar jaludin.  (2021).  domain specific stop words in malaysian parliamentary debates 1959-2018.  - gema online journal of language studies.  1-27. 

adil yaseen taha, sabrina tiun, abdul hadi abd rahman, ali sabah.  (2021).  multilabel over-sampling and under-sampling with class alignment for imbalanced multilabel text classification.  - journal of information and communication technology.  423-456. 

musatafa abbas abbood albadr, sabrina tiun, masri ayob, manal mohammed, fahad taha al-dhief.  (2021).  mel-frequency cepstral coefficient features based on standard deviation and principal component analysis for language identification systems.  - cognitive computation.  1136-1153. 

tasha erina taufek, nor fariza mohd nor, azhar jaludin, sabrina tiun, lam kuok choy.  (2021).  public perceptions on climate change: a sentiment analysis approach.  - gema online® journal of language studies.  209-233. 

ridha hussein chassab, lailatul qadri zakaria, sabrina tiun.  (2021).  automatic essay scoring: a review on the feature analysis techniques.  - international journal of advanced computer science and applications.  252-264. 

oday a. hassen, ansam a. abdulhussein, saad m. darwish, zulaiha ali othman, sabrina tiun, yasmin a. lotfy.  (2020).  towards a secure signature scheme based on multimodal biometric technology: application for iot blockchain network.  - symmetry.  1-18. 

musatafa abbas albadr, sabrina tiun, masri ayob, fahad al-dhief.  (2020).  genetic algorithm based on natural selection theory for optimization problems.  - symmetry.  1-31. 

sabrina tiun, liew siaw hong.  (2020).  identification of features in predicting prominent malay words using decision tree.  - malaysian journal of computer science.  298-305. 

siti noor allia noor ariffin, sabrina tiun.  (2020).  rule-based text normalization for malay social media texts.  - international journal of advanced computer science and applications.  156-162. 

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. 

musatafa abbas abbood albadr, sabrina tiun, masri ayob, fahad taha al-dhief, khairuddin omar, faizal amri hamzah.  (2020).  optimised genetic algorithm-extreme learning machine approach for automatic covid-19 detection.  - plos one.  1-28. 

rami n. m. yousef, sabrina tiun, nazlia omar, eissa m. alshari.  (2020).  enhance medical sentiment vectors through document embedding using recurrent neural network.  - international journal of advanced computer science and applications.  372-378. 

musatafa abbas abbood albadr, sabrina tiun.  (2020).  spoken language identification based on particle swarm optimisation-extreme learning machine approach.  - circuits systems and signal processing.  4596-4622. 

adil yaseen taha, sabrina tiun, abdul hadi abd rahman, masri ayob, ali sabah.  (2020).  a dynamic two-layers mi and clustering-based ensemble feature selection for multi-labels text classification.  - international journal of advanced computer science and applications.  514-523. 

rami naim mohammad yousef, sabrina tiun, nazlia omar.  (2019).  extended trigger terms for extracting adverse drug reactions in social media texts.  - journal of computer science.  873-879. 

nazilah ahmad@ahmad arifin, umi asma' mokhtar, zaihosnita hood, sabrina tiun, dian indrayani jambari.  (2019).  parental awareness on cyber threats using social media.  - jurnal komunikasi.  485-498. 

musatafa abbas abbood albadr, sabrina tiun, masri ayob, fahad taha al-dhief.  (2019).  spoken language identification based on optimised genetic algorithm extreme learning machine approach.  - international journal of speech technology.  711-727. 

nor fariza mohd nor, anis nadiah che abdul rahman, azhar jaluddin, imran ho abdullah, sabrina tiun.  (2019).  a corpus driven analysis of representations around the word 'ekonomi' in malaysian hansard corpus.  - gema online® journal of language studies.  66-94. 

zaid farooq salih , sabrina tiun.  (2018).  term expansion and powerlabel set for multi-label hierarchical on short document classification.  - international journal of applied engineering research.  539-544. 

hamed zakeri rad, sabrina tiun, saidah saad.  (2018).  vbs stemmer: a vocabulary-based stemmer.  - international journal of engineering & technology.  . 

musatafa abbas abbood albadr,sabrina tiun, fahad taha al-dhief,mahmoud a. m. sammour.  (2018).  spoken language identification based on the enhanced self-adjusting extreme learning machine approach.  - plos one.  . 

hamed zakeri rad,sabrina tiun, saidah saad.  (2018).  lexical scoring system of lexical chain for quranic document retrieval.  - gema online journal of language studies.  . 

musatafa abbas abbood albadr,sabrina tiun, fahad taha al-dhief.  (2018).  evaluation of machine translation systems and related procedures.  - arpn journal of engineering and applied sciences.  . 

siti noor allia noor ariffin, sabrina tiun.  (2018).  part-of-speech tagger for malay social media texts.  - gema online journal of language studies.  . 

wafaa al-saiagh, sabrina tiun, ahmed al-saffar, suryanti awang, a. s. al-khaleefa.  (2018).  metaheuristic for word sense disambiguation: a review.  - international journal of engineering & technology.  . 

wafaa al-saiagh, sabrina tiun, ahmed al-saffar, suryanti awang, a. s. al-khaleefa.  (2018).  word sense disambiguation using hybrid swarm intelligence approach.  - plos one.  . 

mustafa abdulkareem, sabrina tiun.  (2017).  comparative analysis of ml pos on arabic tweets.  - journal of theoretical and applied information technology.  403-411. 

musatafa abbas abbood albadr, sabrina tiun.  (2017).  extreme learning machine: a review.  - international journal of applied engineering research.  4610-4623. 

ali abdulkadhim hasan , sabrina tiun , maryati mohd yusof , umi asma` mokhtar dian indrayani jambari.  (2017).  enhanced feature for short document classification.  - journal of engineering and applied sciences.  3534-3540. 

adil yaseen taha, sabrina tiun.  (2016).  binary relevance (br) method classifier of multi-label classification for arabic text.  - journal of theoretical and applied information technology.  414-422. 

saad adnan abeda, sabrina tiun, nazlia omar.  (2016).  word sense disambiguation in evolutionary manner.  - connection science.  226-241. 

thamer salah, sabrina tiun.  (2016).  focused crawling of online business web pages using latent semantic indexing approach.  - arpn journal of engineering and applied sciences.  9229-9234. 

mohammed moath abdulghani, sabrina tiun.  (2016).  feature selection in web ner using genetic algorithm approach.  - journal of theoretical and applied information technology.  552-560. 

merfat.m. altawaier, sabrina tiun.  (2016).  comparison of machine learning approaches on arabic twitter sentiment analysis.  - international journal on advanced science, engineering and information technology.  1067-1073. 

zaid alaa, sabrina tiun, mohammedhasan abdulameer.  (2016).  cross-language plagiarism of arabic-english documents using linear logistic regression.  - journal of theoretical and applied information technology.  20-33. 

omar jamal mohamed, sabrina tiun.  (2015).  word sense disambiguation based on yarowsky approach in english quranic information retrieval system.  - journal of theoretical and applied information technology.  165-171. 

eiman alharbi, sabrina tiun.  (2015).  a hybrid method of linguistic features and clustering approach for identifying biomedical named entities.  - asian journal of applied sciences.  210-216. 

saad adnan abed, sabrina tiun, nazlia omar.  (2015).  harmony search algorithm for word sense disambiguation.  - plos one.  e0136614. 

ahmed mounaf mahdi, sabrina tiun.  (2014).  utilizing wordnet and regulator expressions for instance-based schema matching.  - research journal of applied sciences, engineering and technology.  460-470. 

ali mashaan abed, sabrina tiun, mohammed albared.  (2013).  arabic term extraction using combined approach on islamic document.  - journal of theoretical and applied information technology.  601-608. 

sabrina tiun, rosni abdullah and tang enya kong.  (2012).  restricted domain malay speech synthesizer using syntax-prosody representation.  - journal of computer science.  8(12):1961-1969.