Transformer-based sentiment analysis classification in natural language processing for Bahasa Melayu

Sentiment analysis in Bahasa Melayu leverages Natural Language Processing (NLP) to interpret opinions and emotional tone expressed in Malay texts. This research investigates the application of transformer-based deep learning models, Bidirectional Encoder Representations from Transformers (BERT), Dis...

Full description

Bibliographic Details
Main Author:	Zulkalnain, Mohd Asyraf
Format:	Thesis
Language:	English English
Published:	2025
Subjects:	Q Science QA Mathematics
Online Access:	http://eprints.utem.edu.my/id/eprint/29320/
Abstract	Abstract here

Similar Items

Practical approach to knowledge-based question answering with natural language understanding and advanced reasoning
by: Wilson, Wong Yik Sen
Published: (2005)

Analysis on reflective writing using natural language processing and sentiment analysis
by: Chong, Calvin Kar Ming
Published: (2025)

Incorporating Informative Score For Instance Selection In Semi-supervised Sentiment Classification
by: Vivian, Lee Lay Shan
Published: (2022)

A comparative analysis of Parkinson’s disease classification using artificial intelligent techniques for mobile application
by: Lee, Teng Hong
Published: (2025)

Dimension Reduction For Classification Using Principal Component Analysis (PCA) To Detect Malicious Executables
by: Jamal, Zalifh
Published: (2017)

Automated frequency-based statistical and linguistic feature process models for financial news sentiment classification
by: Yazdani, Sepideh Foroozan
Published: (2017)

Neural network-based echocardiogram video classification by incorporating dynamic information and attention mechanism
by: Ye, Zi
Published: (2022)

Numerical analysis of combined natural and marangoni convection in trapezoidal enclosure with nanofluids / Sharifah Dini Afiqah Syed Zaharuddin
by: Sharifah Dini Afiqah , Syed Zaharuddin
Published: (2024)

Aco-based feature selection algorithm for classification
by: Al-mazini, Hassan Fouad Abbas
Published: (2022)

Persistency and permanency of two stages splicing languages based on DNA recombination process by using Yusof-Goode (Y-G) approach
by: Mohammad Hassan, Mudaber
Published: (2015)

An adaptive ant colony optimization algorithm for rule-based classification
by: Al-Behadili, Hayder Naser Khraibet
Published: (2020)

Similarity-Based Weights For Cross-Domain Sentiment Classification Of Product Reviews
by: Gupta, Aditi
Published: (2023)

A matlab-based graphical user interface (GUI) to predict the food quality during frying process
by: Siti Nabihah, Othman
Published: (2022)

Persepsi Bakal Guru Terhadap Pelaksanaan Pengajaran dan Pembelajaran Subjek Matematik Dalam Bahasa Inggeris : Kajian Kes di Institut Bahasa Melayu Malaysia, Kuala Lumpur
by: Ab. Rahman, Che Hamad
Published: (2004)

Malaysian sign language recognition framework based on sensory glove
by: Altaha, Mohamed Aktham Ahmed
Published: (2019)

Modelling of n-TH order limit language using automata theory in DNA splicing system
by: Siti Hajar, Mohd Khairuddin
Published: (2022)

An enhanced robust association rules method for missing values imputation in Arabic language data set
by: Salem, Awsan Thabet
Published: (2023)

Voltage instability analysis of electric power systems using artificial neural network based approach
by: Mohamad Nor, Ahmad Fateh
Published: (2017)

Wastewater treatment process: a modified model for oxidation pond
by: Syafiqah Hanis, Mohd Fauzi
Published: (2021)

Logistic regression methods for classification of imbalanced data sets
by: Santi Puteri Rahayu, -
Published: (2012)

Classification for large number of variables with two imbalanced groups
by: Ahmad Hakiim, Jamaluddin
Published: (2020)

Image watermarking optimization algorithms in transform domains and feature regions
by: Tao, Hai
Published: (2012)

Automated Deform Detection For Automotive Body Panels Using Image Processing Techniques
by: Edris, Muhammad Zuhair Bolqiah
Published: (2016)

A two-warehouse inventory model with rework process and time-varying demand / Nurnadiah Nurhasril
by: Nurnadiah , Nurhasril
Published: (2021)

Association ruleset formulation for cyberattack attribution process in cyber threat intelligence using apriori algorithm
by: Abu, Md Sahrom
Published: (2021)

Flexible lot size for kanban system to reduce material overflow in hard disc assembly process
by: Astuti, Fatma Hermining
Published: (2015)

Adaptive transfer learning and word stimulation for robust EEG-based authentication
by: Yap, Hui Yen
Published: (2025)

The Causal Relationship Between Stock Markets: Awavelet Transform-Based Approach
by: Ahmed Dghais, Amel Abdoullah
Published: (2016)

Classification Modeling for Malaysian Blooming Flower Images Using Neural Networks
by: Muhammad Ashraq, Salahuddin
Published: (2013)

Mammogram images classification based on fuzzy soft set
by: Anwar Lashari, Saima
Published: (2016)

The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
by: Nur Syafiqah, Mohd Nafis
Published: (2022)

Hybrid fuzzy analytical hierarchy process with fuzzy inference system on ranking stem approach towards blended learning in mathematics
by: Durrani Aimi, Abdul Malik
Published: (2022)

Gait force-based multimodal fusion architectures with deep neural network for gait disorders in older adults
by: Kazi Ashikur, Rahman
Published: (2025)

An Integrated Principal Component Analysis And Weighted Apriori-T Algorithm For Imbalanced Data Root Cause Analysis
by: Ong, Phaik Ling
Published: (2016)

An optimized federated learning framework for internet of vehicles based on noise data and incremental data processing
by: Lei, Yuan
Published: (2024)

Malaysia household incomes classification prediction with k-means clustering and fuzzy inference system
by: Hamzah, Nur Atiqah
Published: (2018)

Magnetic resonance image segmentation using wavelet transform and self-organizing maps / Woo Chaw Seng.
by: Woo, Chaw Seng
Published: (1999)

Kesetandingan makna terjemahan berkomputer Arab-Melayu
by: Taj Rijal Muhamad Romli
Published: (2017)

Multitask learning with bidirectional encoder representations from transformers for sentiment analysis and sarcasm detection / Tan Yik Yang
by: Tan , Yik Yang
Published: (2024)

Analysis Of Continuous And Discrete Control Systems Using PID Controller
by: Khalaf, Aswaq Abdulameer
Published: (2016)