suhaib kh. hamed, mohd juzaiddin ab aziz, mohd ridzwan yaakub.  (2025).  a data augmentation approach based on various gan models to address class imbalance in fine-grained multimodal fake news datasets.  - computing.  1 - 48. 

mohammad mashrekul kabir, zulaiha ali othman, and mohd ridzwan yaakub.  (2024).  a hybrid frequency based, syntax, and conditional random field method for implicit and explicit aspect extraction.  - ieee access.  72361-72373. 

makera moayad aziz, mohd ridzwan yaakub, & azuraliza abu bakar.  (2024).  incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining.  - neural computing and applications.  1-18. 

md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub.  (2024).  measuring user influence in real-time on twitter using behavioural features.  - physica a: statistical mechanics and its applications.  1-21. 

makera moayad aziz, azuraliza abu bakar, mohd ridzwan yaakub .  (2024).  corenlp dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis.  - journal of king saud university - computer and information sciences.  1-20. 

chuzhen li, mohd juzaiddin ab aziz, mohd ridzwan yaakub .  (2025).  multi-label text classification via document enhancement and label correlations learning.  - malaysian journal of computer science.  1 - 20. 

suhaib kh. hamed, mohd juzaiddin ab aziz, mohd ridzwan yaakub.  (2023).  disinformation detection about islamic issues on social media using deep learning techniques.  - malaysian journal of computer science.  242-270. 

amin mahmoudi, mohd ridzwan yaakub and azuraliza abu bakar.  (2020).  a new real-time link prediction method based on user community changes in online social networks.  - the computer journal.  448-459. 

siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub.  (2019).  ant colony optimization for text feature selection in sentiment analysis.  - intelligent data analysis.  133-158. 

siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub.  (2019).  a review of feature selection in sentiment analysis.  - intelligent data analysis.  159-189. 

ahmad khusyairi che rusli, fathin faizah said, zulkefly abd karim, mohd ridzwan yaakub.  (2025).  federal reserve policy and systemic risk spillovers: a minimum spanning tree (mst) analysis of bank credit default swap (cds), with a focus on united states of america banks within the global network.  - jurnal ekonomi malaysia.  137 - 149. 

chuzhen li, mohd juzaiddin ab aziz, mohd ridzwan yaakub .  (2025).  multi-label text classification via document enhancement and label correlations learning.  - malaysian journal of computer science.  1 - 20. 

yan yee yip, mohd ridzwan yaakub, mohd makmor-bakry, muhammad iqbal abu latiffi, wei wen chong.  (2025).  exploring social media posts on lifestyle behaviors: sentiment and content analysis.  - jmir infodemiology.  1 - 16. 

suhaib kh. hamed, mohd juzaiddin ab aziz, mohd ridzwan yaakub.  (2025).  a data augmentation approach based on various gan models to address class imbalance in fine-grained multimodal fake news datasets.  - computing.  1 - 48. 

tedy setiadi, mohd ridzwan yaakub, azuraliza abu bakar.  (2025).  community preserving sparsification based on k-core for enhanced community detection in attributed networks.  - international journal of advances in intelligent informatics.  550 - 566. 

adlil aizat ismail, maria abu bakar, azman jalar, mohd ridzwan yaakub, muhammad iqbal abu latiffi, erwan basiron, muhammad nizam ilias.  (2025).  artificial neural networks analysis for predicting gold diffusion in solder joints under various rework and thermal cycling.  - proceedings of the green materials and electronic packaging interconnect technology symposium.  10 - 17. 

syaimak abdul shukor, jia huitang, iqraq kamal, mohd faizzuan mohammad, zalinda othman, shahnorbanun sahran, nor samsiah sani, mohd ridzwan yaakub, and azizi abdullah.  (2025).  predictive maintenance in aerospace: leveraging machine learning for optimized filter lifespan.  - communications in computer and information science2483: first international symposium, sms 2024 johor bahru, malaysia, december 16–17, 2024 proceedings.  87 - 101. 

md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub.  (2024).  detecting community through user similarity analysis on twitter.  - 2024 18th international conference on ubiquitous information management and communication (imcom).  1-6. 

kabir, mohammad mashrekul; othman, zulaiha ali; yaakub, mohd ridzwan.  (2024).  enhanced lexicon based hybrid method for slang and punctuation scoring for aspect based sentiment analysis.  - proceedings - 6th international conference on electrical engineering and information and communication technology, iceeict 2024.  1418 - 1422. 

nur suhailayani suhaimi, zalinda othman, and mohd ridzwan yaakub.  (2022).  comparative analysis between macro and micro-accuracy in imbalance dataset for movie review classification.  - proceedings of seventh international congress on information and communication technology icict 2022, london.  83-94. 

norma mohamad nor, noorihan abdul rahman, mohd ridzwan yaakub, & sharifah aliman.  (2026).  lecture notes on data engineering and communications technologies.  - .  427 - 442. 

mohd ridzwan yaakub dan mohd khaizur khairuddin.  (2021).  penerokaan pengetahuan dan analisis ramalan terbitan buku pasport di jabatan imigresen malaysia.  - .  219-243. 

mohd ridzwan yaakub.  (2018).  analisis sentimen ke arah data ulasan produk.  - .  213-222. 

mohd ridzwan yaakub.  (2017).  analisis sentimen.  - .  59-64. 

mohd. nor akmal khalid, masnizah mohd, abdul hadi abd rahman, mohd ridzwan yaakub, elankovan a. sundararajan, kauthar mohd daud.  (2024).  ceramah kerjasama ukm-jaist.  - buletin akses ftsm 2024 .  . 

syaimak abdul shukor, zalinda othman, azizi abdullah, shahnorbanun sahran, mohd ridzwan yaakub, kerk yi wen, norsamsiah sani, nuramni ashikin anuar, iqraq kamal, sivadas chandra sekaran, mohd faizzuan mohammad.  (2024).  penyelenggaraan ramalan - menjamin kualiti terbaik.  - buletin akses (advancing knowledge for success), ftsm, ukm.  12-13. 

nurhizam safie mohd satar, mohd ridzwan yaakub, nazatul aini abd majid, syaimak abdul shukor, umi asma’ mokhtar, wan fariza paizi@fauzi, noorayisahbe mohd yaacob, yazrina yahya, mohamad adilah mohamad haini, rais imam.  (2024).  tiga dasawarsa: menjulang ilmu ke langit, mengakar budi ke bumi, menyulam mutu insani.  - .  . 

tan jing xuan, mohd ridzwan yaakub.  (2022).  analisis sentimen pilihan raya umum malaysia ke 15 pada sosial media.  - pta-ftsm-2022-100.  1-25. 

liew set teng, mohd ridzwan yaakub.  (2022).  model prediktif berasaskan analisis sentimen untuk malaysia pasca covid-19 pembangunan industri pelancongan.  - pta-ftsm-2022-126.  1-15. 

zalinda binti othman;mohd ridzwan bin yaakub.  (2024).  modeling adaptive convolution neural network predictor for data stream issues .  - .  . 

mohd. nor akmal khalid, masnizah mohd, abdul hadi abd rahman, mohd ridzwan yaakub, elankovan a. sundararajan, kauthar mohd daud.  (2024).  ceramah kerjasama ukm-jaist.  - buletin akses ftsm 2024 .  . 

syaimak abdul shukor, zalinda othman, azizi abdullah, shahnorbanun sahran, mohd ridzwan yaakub, kerk yi wen, norsamsiah sani, nuramni ashikin anuar, iqraq kamal, sivadas chandra sekaran, mohd faizzuan mohammad.  (2024).  penyelenggaraan ramalan - menjamin kualiti terbaik.  - buletin akses (advancing knowledge for success), ftsm, ukm.  12-13. 

mohd ridzwan bin yaakub;azuraliza binti abu bakar;zalinda binti othman.  (2023).  sentiment based predictive model for malaysia post-covid 19 tourism industry development.  - .  . 

mohammad mashrekul kabir, zulaiha ali othman, mohd ridzwan yaakub.  (2022).  hybrid dependency parsing, lexicon (and logistic regression) for aspect based sentiment analysis.  - laporan teknik ftsm.  1-16.