yusuf sunusi; nazlia omar and lailatul qadri zakaria.  (2025).  enhanced transformer for lengthcontrolled abstractive summarization based on summary output area.  - peerj computer science.  1 - 33. 

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. 

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. 

cao xin, lailatul qadri zakaria.  (2024).  integrating bert with cnn and bilstm for explainable detection of depression in social media contents.  - ieee access.  161203 - 161212. 

hafsah, saidah saad, lailatul qadri zakaria and ahmad fadhil naswir.  (2023).  parallel-based corpus annotation for malay health documents.  - applied sciences.  1-16. 

ramzi salah, muaadh mukred, lailatul qadri zakaria, fuad a. m. al-yarimi.  (2024).  a machine learning approach for named entity recognition in classical arabic natural language processing.  - ksii transactions on internet and information systems.  2895 - 2919. 

muhammad azhar fairuzz hiloh, mohd juzaiddin ab aziz, lailatul qadri zakaria.  (2018).  the effectiveness of bottom up technique with probabilistic approach for a malay parser.  - gema online jurnal of language studies.  . 

yusuf sunusi; nazlia omar and lailatul qadri zakaria.  (2025).  enhanced transformer for lengthcontrolled abstractive summarization based on summary output area.  - peerj computer science.  1 - 33. 

ashour ali, shahrul azman mohd noah, lailatul qadri zakaria, saeed amer al ameri.  (2025).  a hybridized bert-based approach for crime news collection and classification from online newspapers.  - journal of computer science.  2000 - 2015. 

suhaila zainudin, nur aliah ahmad basri, lailatul qadri zakaria, fadilla 'atyka nor rashid.  (2025).  analisis sentimen tentang pandemik covid-19 indonesia berasaskan data twitter 2020 .  - asia-pacific journal of information technology and multimedia (apjitm).  438 - 452. 

aufa rafiki, melinda melinda, maulisa oktiana, ernita dewi meutia, afnan afnan, mulyadi mulyadi, lailatul qadri zakaria.  (2025).  implementation of vision transformer for early detection of autism based on eeg signal heatmap visualization.  - indonesian journal of electronics, electromedical engineering, and medical informatics.  102 - 112. 

muhammad irhamsyah, melinda melinda, lailatul qadri zakaria, yunidar yunidar, teuku yudha pramudia koprawi, rizka miftahujjannah.  (2025).  a fuzzy logic-based stress recognition system for final-year students using pss-10 neuropsychological measures..  - international journal on advanced science, engineering & information technology (ijaseit).  1663 - 1671. 

salehah hamzah, masnizah mohd, lailatul qadri zakaria.  (2023).  exploring the hybrid neural network and attention mechanism for classification of social bias.  - 2023 15th international conference on knowledge and systems engineering (kse).  1-4. 

zul hilmi abdullah, waidah ismail, lailatul qadri zakaria, shaharudin ismail & azizi abdullah.  (2023).  classification of exercise game data for rehabilitation using machine learning algorithms.  - the international conference on data science and emerging technologies.  293-304. 

marylyn alex, lailatul qadri zakaria.  (2013).  kadazan part of speech tagger system using brill`s tagger approach.  - procedia technology - the 4th international conference on electrical engineering and informatics (iceei 2013).  . 

qusay bsoul, juhana salim, lailatul qadri zakaria.  (2013).  an intelligent document clustering approach to detect crime patterns.  - procedia technology - the 4th international conference on electrical engineering and informatics (iceei 2013).  . 

mohammed, f.s., zakaria, l., omar, n., albared, m.y..  (2012).  automatic kurdish sorani text categorization using n-gram based model.  - 2012 international conference on computer and information science, iccis 2012 - a conference of world engineering, science and technology congress, estcon 2012;kuala lumpur.  . 

abdul hadi abd rahman, shahnorbanun sahran, khairul akram zainol ariffin, salwani abdullah, mohammad faidzul nasrudin, siti norul huda sheikh abdullah, azizi abdullah, lailatul qadri zakaria, nazatul aini abd majid & sabrina tiun abdullah.  (2017).  cabaran perdana robot berautonomi berpandukan data: robot didik pacuan data untuk pendidikan stem.  - .  161-168. 

bahari idrus, zuraidah abdullah, zurina muda, hazura mohamed, siti aishah hanawi, ruzzakiah jenal, siti fadzilah mat noor dan lailatul qadri zakaria..  (2015).  inovasi pengurusan projek tahun akhir.  - .  139-146. 

suhaila zainudin, nur aliah ahmad basri, lailatul qadri zakaria, fadilla 'atyka nor rashid.  (2025).  analisis sentimen tentang pandemik covid-19 indonesia berasaskan data twitter 2020 .  - asia-pacific journal of information technology and multimedia (apjitm).  438 - 452. 

arvind naido thirumoorty, lailatul qadri zakaria.  (2023).  sistem pencadang produk kosmetik menggunakan pembelajaran mesin.  - .  1-24. 

thanusha k.ravana, lailatul qadri zakaria.  (2021).  analisis sentimen dan pengelasan filem dan drama bersiri di netflix menggunakan pembelajaran mesin.  - final year project (honours year project) - 2021.  1-17. 

nik najwa nik azami, lailatul qadri zakaria.  (2021).  analisis sentimen kesan covid-19 terhadap pembelajaran atas talian bagi pelajar ipt di malaysia menggunakan kedah naive bayes.  - final year project (honours year project) - 2021.  1-18. 

pavithra ravi chandran, lailatul qadri zakaria.  (2021).  sistem pengurusan kehadiran pekerja.  - final year project (honours year project) - 2021.  1-12. 

lailatul qadri zakaria.  (2024).  building our own ai talents.  - the star.  1. 

ashour ali, shahrul azman mohd noah, lailatul qadri zakaria.  (2023).  a bert-based model: improving crime news documents classification through adopting pre-trained language models.  - .  1-16. 

arvind naido thirumoorty, lailatul qadri zakaria.  (2023).  sistem pencadang produk kosmetik menggunakan pembelajaran mesin.  - .  1-24. 

nazlia binti omar;azuraliza binti abu bakar;lailatul qadri binti zakaria;sabrina binti tiun.  (2022).  malay language sentiment lexicon generation using a hybrid of dictionary and corpus based approach.  - .  . 

nik najwa nik azami, lailatul qadri zakaria.  (2021).  analisis sentimen kesan covid-19 terhadap pembelajaran atas talian bagi pelajar ipt di malaysia menggunakan kedah naive bayes.  - final year project (honours year project) - 2021.  1-18.