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. 

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. 

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. 

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. 

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. 

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. 

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

ali sabah, sabrina tiun, nor samsiah sani, masri ayob, adil yaseen taha.  (2021).  enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach.  - plos one.  1-22. 

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. 

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. 

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. 

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.  . 

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.  . 

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