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. 

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. 

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. 

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. 

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. 

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. 

sunusi, yusuf; omar, nazlia; zakaria, lailatul qadri.  (2024).  exploring abstractive text summarization: methods, dataset, evaluation, and emerging challenges.  - international journal of advanced computer science and applications.  1340 - 1357. 

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. 

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 binti zakaria, rashad ahmed, hasan sar.  (2022).  a new rule-based approach for classical arabic in natural language processing.  - journal of mathematics.  1-20. 

ashour ali, shahrul azman mohd noah, lailatul qadri zakaria.  (2022).  representation of event-based ontology models: a comparative study.  - international journal of computer science and network security.  147-156. 

ahmad fadhil naswir, lailatul qadri zakaria, saidah saad.  (2022).  determining the best email and human behavior features on phishing email classification.  - international journal of advanced computer science and applications.  175-184. 

zul hilmi abdullah, waidah ismail, lailatul qadri zakaria, rimuljo hendradi.  (2022).  classification exergames for rehabilitation using artificial intelligence method.  - malaysian journal of public health medicine.  16. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatulqadri zakaria.  (2021).  issues and challenges in the extraction and mapping of linked open data resources with recommender systems datasets.  - journal of information science theory and practice.  66-82. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatul qadri zakaria.  (2021).  integration of linked open data in collaborative group recommender systems.  - ieee access.  50753-50767. 

ridha hussein chassab, lailatul qadri zakaria, sabrina tiun.  (2021).  automatic essay scoring: a review on the feature analysis techniques.  - international journal of advanced computer science and applications.  252-264. 

rosmamalmi mat nawi, shahrul azman mohd noah, lailatul qadri zakaria.  (2020).  evaluation of group modelling strategy in model-based collaborative filtering recommendation.  - international journal of machine learning and computing.  330-338. 

rawia mohamed-najeeb abu amra, lailatul qadri zakaria, waidah ismail.  (2020).  a review clinical decision support system using ontology.  - international journal of advanced science and technology.  1530-1541. 

ahmad fadhil naswir, lailatul qadri zakaria, saidah saa.  (2020).  phishing emails classification research trends: datasets, features, and methods.  - international journal of advance science and technology.  6921-6939. 

rawia mohamed- najeeb abu amr, waidah ismail, lailatul qadri zakaria, nurzi juana mohd zaizi, roesnita ismail, mahadi bahari, maryati mohd. yusof.  (2019).  horn clause techniques in rehabilitation clinic for return to work.  - international journal of recent technology and engineering.  59-63. 

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.  . 

ramzi esmail salah, lailatul qadri binti zakaria.  (2018).  building the classical arabic named entity recognition corpus (canercorpus).  - journal of theoretical and applied information technology.  . 

ramzi esmail salah, lailatul qadri binti zakaria.  (2017).  a comparative review of machine learning for arabic named entity recognition.  - international journal on advanced science, engineering and information technology.  511-518. 

ramzi esmail salah, lailatul qadri binti zakaria.  (2017).  arabic rule-based named entity recognition systems: progress and challenges.  - international journal on advanced science, engineering and information technology.  815-821. 

ali muttaleb hasan, lailatul qadri zakaria.  (2016).  question classification using support vector machine and pattern matching.  - journal of theoretical and applied information technology.  259-265. 

qusay bsoul, juhana salim and lailatul qadri zakaria.  (2016).  document clustering approach to detect crime.  - world applied sciences journal.  1026-1036. 

qusay bsoul, juhana salim and lailatul qadri zakaria.  (2016).  effect verb extraction on crime traditional cluster.  - world applied sciences journal.  1183-1189. 

ali sabah abdulameer, saidah saad, lailatul qadri zakaria.  (2015).  trend detection in the arabic social media using voting combination.  - journal of theoretical and applied information technology.  432-443. 

marylyn alex, lailatul qadri zakaria.  (2013).  implementation of kadazan tagger based on brill`s method.  - journal of ict research and applications.  7(3):177-190. 

juzlinda ghazali, shahrul azman mohd noah, lailatulqadri zakaria.  (2013).  classification of images for automatic textual annotation: a review of techniques.  - journal of applied sciences.  13(6):760-767.