Automatic Topic Identification Using Ontology Hierarchy. - Sabrina Tiun; Rosni Abdullah; Tang Enya Kong (CICLing, 2001)

Natural Sounding Sub-Word Units Concatenation in Malay Speech Synthesis. - Sabrina Tiun; Rosni Abdullah; Tang Enya Kong (ICSAP, 2009)

Word sense disambiguation in evolutionary manner. - Saad Adnan Abed; Sabrina Tiun; Nazlia Omar (Connect. Sci., 2016)

Spoken language identification based on optimised genetic algorithm-extreme learning machine approach. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Fahad Taha AL-Dhief (Int. J. Speech Technol., 2019)

Various Pre-processing Strategies for Domain-Based Sentiment Analysis of Unbalanced Large-Scale Reviews. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Noah; Sabrina Tiun (AISI, 2020)

Unsupervised Semantic Approach of Aspect-Based Sentiment Analysis for Large-Scale User Reviews. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Sabrina Tiun (IEEE Access, 2020)

Spoken Language Identification Based on Particle Swarm Optimisation-Extreme Learning Machine Approach. - Musatafa Abbas Abbood Albadr; Sabrina Tiun (Circuits Syst. Signal Process., 2020)

Genetic Algorithm Based on Natural Selection Theory for Optimization Problems. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Fahad Taha AL-Dhief (Symmetry, 2020)

Towards a Secure Signature Scheme Based on Multimodal Biometric Technology: Application for IOT Blockchain Network. - Oday Ali Hassen; Ansam A. Abdulhussein; Saad M. Darwish; Zulaiha Ali Othman; Sabrina Tiun; Yasmin A. Lotfy (Symmetry, 2020)

Mel-Frequency Cepstral Coefficient Features Based on Standard Deviation and Principal Component Analysis for Language Identification Systems. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Manal Mohammed; Fahad Taha AL-Dhief (Cogn. Comput., 2021)

POS Tagging Model for Malay Tweets Using New POS Tagset and BiLTSM-CRF Approach. - Sabrina Tiun; Siti Noor Allia Noor Ariffin; Yee Dhong Chew (ALTNLP, 2022)

Enhanced clustering models with wiki-based k-nearest neighbors-based representation for web search result clustering. - Ali Sabah Abdulameer; Sabrina Tiun; Nor Samsiah Sani; Masri Ayob; Adil Yaseen Taha (J. King Saud Univ. Comput. Inf. Sci., 2022)

Arabic light-based stemmer using new rules. - Hamood Alshalabi; Sabrina Tiun; Nazlia Omar; Fatima N. Al-Aswadi; Kamal Ali Alezabi (J. King Saud Univ. Comput. Inf. Sci., 2022)

Speech emotion recognition using optimized genetic algorithm-extreme learning machine. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Fahad Taha AL-Dhief; Khairuddin Omar; Mhd Khaled Maen (Multim. Tools Appl., 2022)

Unified Graph-Based Missing Label Propagation Method for Multilabel Text Classification. - Adil Yaseen Taha; Sabrina Tiun; Abdul Hadi Abd Rahman; Masri Ayob; Ali Sabah Abdulameer (Symmetry, 2022)

EduChat: AI-Powered Chatbot with Personalized Engagement for Online Learning. - Rabiah Abdul Kadir; Mohammad Fairus Zulkifli; Sabrina Tiun; Modi Lakulu; Shaidah Jusoh; Ahmad Faridz Ahmad Faudzi (IntelliSys (3), 2023)

The Impact of Preprocessing Techniques Towards Word Embedding. - Mustazzihim Suhaidi; Rabiah Abdul Kadir; Sabrina Tiun (IVIC, 2023)

Twitter Hate Speech Detection: A Systematic Review of Methods, Taxonomy Analysis, Challenges, and Opportunities. - Zainab Mansur; Nazlia Omar; Sabrina Tiun (IEEE Access, 2023)

Grey wolf optimization-extreme learning machine for automatic spoken language identification. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Mohd Zakree Ahmad Nazri; Fahad Taha AL-Dhief (Multim. Tools Appl., 2023)

DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (NCAA (3), 2024)

Arabic Narrative Question Answering (QA) Using Transformer Models. - Mohammad A. Ateeq; Sabrina Tiun; Hamed Abdelhaq; Nawras Rahhal (IEEE Access, 2024)

An Optimized LSTM-Based Augmented Language Model (FLSTM-ALM) Using Fox Algorithm for Automatic Essay Scoring Prediction. - Ridha Hussein Chassab; Lailatul Qadri Zakaria; Sabrina Tiun (IEEE Access, 2024)

Important Aspects of Food Home-Business Sales Based on Customer Review in Shopee. - Siti Malihah Mohd Yusof; Zulaiha Ali Othman; Sabrina Tiun (Int. J. Asian Bus. Inf. Manag., 2024)

TCHFN: Multimodal sentiment analysis based on Text-Centric Hierarchical Fusion Network. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Knowl. Based Syst., 2024)

An optimized BERT fine-tuned model using an artificial bee colony algorithm for automatic essay score prediction. - Ridha Hussein Chassab; Lailatul Qadri Zakaria; Sabrina Tiun (PeerJ Comput. Sci., 2024)

Particle Swarm Optimization-Based Extreme Learning Machine for COVID-19 Detection. - Musatafa Abbas Abbood Albadr; Sabrina Tiun; Masri Ayob; Fahad Taha AL-Dhief (Cogn. Comput., 2024)

Unsupervised Context-Linking Retriever for Question Answering on Long Narrative Books. - Mohammad A. Ateeq; Sabrina Tiun; Hamed Abdelhaq; Wandeep Kaur (IEEE Access, 2025)

Text-centric disentangled representation interaction network for Multimodal Sentiment Analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Neurocomputing, 2025)

TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Neural Networks, 2025)

Data augmentation for Arabic text classification: a review of current methods, challenges and prospective directions. - Samia F. Abdhood; Nazlia Omar; Sabrina Tiun (PeerJ Comput. Sci., 2025)

Fast Learning Network Algorithm for Voice Pathology Detection and Classification. - Musatafa Abbas Abbood Albadr; Masri Ayob; Sabrina Tiun; Fahad Taha AL-Dhief; Muataz Salam Al-Daweri; Raad Z. Homod; Ali Hashim Abbas (Multim. Tools Appl., 2025)

Parkinson's disease diagnosis by voice data using particle swarm optimization-extreme learning machine approach. - Musatafa Abbas Abbood Albadr; Masri Ayob; Sabrina Tiun; Raad Z. Homod; Fahad Taha AL-Dhief; Mohammed Hasan Mutar (Multim. Tools Appl., 2025)

Combining review elements for modelling various multi-criteria collaborative recommendation models. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Sabrina Tiun; Mawal A. Mohammed; Nur Izyan Yasmin Saat (J. Big Data, 2025)