Mohd Ridzwan Yaakub

National University of Malaysia — Malaysia

Computer Science · Physical Sciences

16h-index951citations63works3.92yr avg
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Research Topics

Sentiment Analysis and Opinion Mining(26), Advanced Text Analysis Techniques(18), Complex Network Analysis Techniques(11), Text and Document Classification Technologies(11), Spam and Phishing Detection(9)

Publications63 total

A Framework for Developing Datamining based on Analysis of Business Services in University Libraries
2025
Predictive Modeling of IMC Growth in BGA Component Solder Joints Using Artificial Neural Networks Under Rework and Temperature Cycling Conditions
2025· 1 cited
Exploring Social Media Posts on Lifestyle Behaviors: Sentiment and Content Analysis
JMIR Infodemiology·2025· 1 citedOpen Access
A data augmentation approach based on various GAN models to address class imbalance in fine-grained multimodal fake news datasets
Computing·2025· 2 cited
Predictive Maintenance in Aerospace: Leveraging Machine Learning for Optimized Filter Lifespan
Communications in computer and information science·2025
Artificial Neural Networks Analysis for Predicting Gold Diffusion in Solder Joints Under Various Rework and Thermal Cycling Conditions
Springer proceedings in physics·2025· 1 cited
Pre-COVID19: Knowledge and Level of Vaccine Acceptance Among University Students
Malaysian Applied Biology·2024Open Access
A Graph Convolutional Network Methodology for Aspect-Based Sentiment Analysis Focusing on Aspect-Term Relations
2024
Multi-Objective Unsupervised Feature Selection and Cluster Based on Symbiotic Organism Search
Algorithms·2024· 5 citedOpen Access
Enhanced Feature Representation for Multimodal Fake News Detection Using Localized Fine-Tuning of Improved BERT and VGG-19 Models
Arabian Journal for Science and Engineering·2024· 8 cited
Incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining
Neural Computing and Applications·2024· 8 cited
Enhanced Lexicon based Hybrid Method for Slang and Punctuation Scoring for Aspect Based Sentiment Analysis
2024· 6 cited
Strategies for improving the quality of community detection based on modularity optimization
IAES International Journal of Artificial Intelligence·2024Open Access
CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis
Journal of King Saud University - Computer and Information Sciences·2024· 18 citedOpen Access
Generating Attribute Similarity Graphs: A User Behavior-Based Approach from Real- Time Microblogging Data on Platform X
Research Square (Research Square)·2024Open Access
Measuring user influence in real-time on twitter using behavioural features
Physica A Statistical Mechanics and its Applications·2024· 9 cited
Detecting Community Through User Similarity Analysis on Twitter
2024· 2 cited
A systematic review of symbiotic organisms search algorithm for data clustering and predictive analysis
Journal of Intelligent Systems·2024· 4 citedOpen Access
A Hybrid Frequency Based, Syntax, and Conditional Random Field Method for Implicit and Explicit Aspect Extraction
IEEE Access·2024· 2 citedOpen Access
Improving Data Fusion for Fake News Detection: A Hybrid Fusion Approach for Unimodal and Multimodal Data
IEEE Access·2024· 11 citedOpen Access
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Frequent Co-authors

Azuraliza Abu Bakar(21), Suhaib Kh. Hamed(7), Mohd Juzaiddin Ab Aziz(7), Ibrahim Said Ahmad(6), Siti Rohaidah Ahmad(5), Amin Mahmoudi(5), Muhammad Iqbal Abu Latiffi(4), Yuefeng Li(3), Zulaiha Ali Othman(3), Mohd Zakree Ahmad Nazri(3), Makera Moayad Aziz(2), Nur Suhailayani Suhaimi(2), Zalinda Othman(2), Aladeen Y. R. Hmoud(2), Juhana Salim(2), Md Ahsan Ul Hasan(2), Filzah Zahilah Mohamed Zaki(2), Mohammad Mashrekul Kabir(2), Abbas Fadhil Jasim AL-Gburi(2), Zaid Abdi Alkareem Alyasseri(2)