hamood alshalabi, sabrina tiun, nazlia omar, elham abdulwahab anaam, yazid saif.  (2022).  bpr algorithm: new broken plural rules for an arabic stemmer.  - egyptian informatics journal.  363-371. 

aisha adel, nazlia omar, salwani abdullah and adel al-shabi.  (2022).  co-operative binary bat optimizer with rough set reducts for text feature selection.  - applied sciences.  1-35. 

majid hameed ahmed, sabrina tiun, nazlia omar , nor samsiah sani.  (2022).  short text clustering algorithms, application and challenges: a survey.  - applied sciences.  1-39. 

samia f. abd-hood and nazlia omar.  (2021).  hashtag segmentation: a comparative study involving the viterbi, triangular matrix and word breaker algorithms.  - journal of advances in information technology.  311-318. 

mohammed m. al-ani, nazlia omar and ahmed adil nafea.  (2021).  a hybrid method of long short-term memory and auto-encoder architectures for sarcasm detection.  - journal of computer science.  1093-1098. 

ahmed adil nafea, nazlia omar and mohammed m. al-ani.  (2021).  adverse drug reaction detection using latent semantic analysis.  - journal of computer science.  960-970. 

mohammad darwich, shahrul azman mohd noah, nazlia omar, nurul aida osman2, and ibrahim said ahmad.  (2020).  quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs.  - journal of advances in information technology.  109-118. 

rami n. m. yousef, sabrina tiun, nazlia omar, eissa m. alshari.  (2020).  enhance medical sentiment vectors through document embedding using recurrent neural network.  - international journal of advanced computer science and applications.  372-378. 

shamsan gaber, mohd zakree ahmad nazri, nazlia omar, salwani abdullah.  (2020).  part-of-speech (pos) tagger for malay language using naive bayes and k-nearest neighbor model.  - journal of critical reviews.  248-257. 

manal mohammed dan nazlia omar.  (2020).  question classification based on blooms taxonomy cognitive domain using modified tf-idf and word2vec.  - plos one.  1-21. 

mohammad darwich, shahrul azman mohd noah, nazlia omar.  (2020).  deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching.  - information processing and management: an international journal.  1-26. 

rami naim mohammad yousef, sabrina tiun, nazlia omar.  (2019).  extended trigger terms for extracting adverse drug reactions in social media texts.  - journal of computer science.  873-879. 

mohammad darwich, shahrul azman mohd noah, nazlia omar, nurul aida osman.  (2019).  corpus-based techniques for sentiment lexicon generation: a review.  - journal of digital information management.  296-305. 

abdulgabbar saif, nazlia omar, ummi zakiah zainodin.  (2019).  incorporating noun compounds in distributional-based semantic representation approaches for measuring semantic relatedness.  - international journal of reasoning-based intelligent systems.  11-23. 

aisha adel, nazlia omar, mohammed albared, adel al-shabi.  (2019).  feature selection method based on statistics of compound words for arabic text classification.  - the international arab journal of information technology.  178-185. 

omaia al-omari, nazlia omar.  (2019).  enhanced document classification using noun verb (nv) terms extraction approach.  - international journal of advanced trends in computer science and engineering.  85-92. 

ulfa nadia, nazlia omar.  (2019).  malay named entity recognition using rule based approach.  - asia-pacific journal of information technology and multimedia.  37-47. 

nazlia omar, qasem al-tashi.  (2018).  arabic nested noun compound extraction based on linguistic features and statistical measures.  - gema online journal of language studies.  . 

ahmed al-saffar, suryanti awang, hai tao, nazlia omar, wafaa al-saiagh, mohammed al-bared.  (2018).  malay sentiment analysis based on combined classification approaches and senti-lexicon algorithm.  - plos one.  . 

tareq al-moslmi,mohammed albared adel al-shabi, nazlia omar,salwani abdullah.  (2018).  arabic senti-lexicon: constructing publicly available language resources for arabic sentiment analysis.  - journal of information science.  . 

abdulgabbar saif, ummi zakiah zainodin, nazlia omar, abdullah saeed ghareb.  (2018).  weighting-based semantic similarity measure based on topological parameters in semantic taxonomy.  - natural language engineering.  . 

manal mohammed, nazlia omar.  (2018).  question classification based on blooms taxonomy using enhancedtf idf.  - international journal on advanced science, engineering and information technology.  . 

roiss alhutaish, nazlia omar.  (2017).  feature selection for multi-label document based on wrapper approach through class association rules.  - international journal on advanced science engineering information technology.  642-649. 

tareq al-moslmi, nazlia omar, mohammed albared, adel alshabi.  (2017).  feature transfer through new statistical association measure for cross-domain sentiment analysis.  - journal of engineering and applied sciences.  . 

abdullatif abolohom and nazlia omar.  (2017).  a computational model for resolving arabic anaphora using linguistic criteria.  - indian journal of science and technology.  1-6. 

tareq al-moslmi, nazlia omar, salwani abdullah, mohammed albared.  (2017).  approaches to cross-domain sentiment analysis: a systematic literature review.  - ieee access.  16173-16192. 

tareq al-moslmi, nazlia omar, mohammed albared, adel a-shabi.  (2017).  feature transfer through new statistical association measure for cross-domain sentiment analysis.  - journal of engineering and applied sciences.  164-170. 

abdulgabbar saif, nazlia omar, mohd juzaiddin ab aziz, ummi zakiah zainodin, naomie salim.  (2017).  semantic concept model using wikipedia semantic features.  - journal of information science.  1-26. 

baydaa hashim, nazlia omar.  (2016).  a back propagation neural network for identifying multi-word biomedical named entities.  - international review on computers and software (i.re.co.s.).  682-690. 

saad adnan abeda, sabrina tiun, nazlia omar.  (2016).  word sense disambiguation in evolutionary manner.  - connection science.  226-241. 

abdulgabbar saif, mohd juzaiddin ab aziz, nazlia omar.  (2016).  reducing explicit semantic representation vectors using latent dirichlet allocation.  - knowledge-based system.  145-159. 

mohammed albared, tareq al-moslmi, nazlia omar, adel al-shabi, fadl mutaher ba-alwi.  (2016).  probabilistic arabic part of speech tagger with unknown words handling.  - journal of theoretical and applied information technology.  236-246. 

rawad mezher dan nazlia omar.  (2016).  a hybrid method of syntactic feature and latent semantic analysis for automatic arabic essay scoring.  - journal of applied sciences.  5. 

muneer a. s. hazaa, nazlia omar, fadl mutaher ba-alwi, mohammed albared.  (2016).  automatic extraction of malay compound nouns using a hybrid of statistical and machine learning methods.  - international journal of electrical and computer engineering (ijece).  925-935. 

aqdas eesee dan nazlia omar.  (2016).  a hybrid method for arabic educational sentiment analysis.  - journal of applied sciences.  216-222. 

nidaa ghalib ali and nazlia omar.  (2015).  a hybrid of statistical and machine learning methods for arabic keyphrase extraction.  - asian journal of applied sciences.  269-276. 

khaldoon mezher, nazlia omar.  (2015).  a backpropagation neural network to improve arabic stemming.  - journal of theoretical and applied information technology.  385-394. 

suhad al-shoukry, nazlia omar.  (2015).  proper nouns recognition in arabic crime text using machine learning approach.  - journal of theoretical and applied information technology.  506-513. 

ahmed alsaffar and nazlia omar.  (2015).  integrating a lexicon based approach and k nearest neighbour for malay sentiment analysis.  - journal of computer science.  639-644. 

dhuha abdulhadi abduljabbar dan nazlia omar.  (2015).  exam questions classification based on bloom`s taxonomy cognitive level using classifiers combination.  - journal of theoretical and applied information technology.  447-455. 

hamzah noori fejer and nazlia omar.  (2015).  automatic multi-document arabic text summarization using clustering and keyphrase extraction.  - journal of artificial intelligence.  1-9. 

syahidah sufi haris dan nazlia omar.  (2015).  bloom`s taxonomy question categorization using rules and n-gram approach.  - journal of theoretical and applied information technology.  401-407. 

rahem k.r., omar n..  (2015).  rule-based named entity recognition for drugrelated crime news documents.  - journal of theoretical and applied information technology.  229-235. 

al-shoukry s.a.h., omar n..  (2015).  arabic named entity recognition for crime documents using classifiers combination.  - international review on computers and software.  628-634. 

saad adnan abed, sabrina tiun, nazlia omar.  (2015).  harmony search algorithm for word sense disambiguation.  - plos one.  e0136614. 

shahrul azman mohd noah nazlia omar dan amru yusrin amruddin.  (2015).  evaluation of lexical-based approaches to the semantic similarity of malay sentences.  - journal of quantitative linguistics.  135-156. 

alhutaish r., omar n..  (2015).  arabic text classification using k-nearest neighbour algorithm.  - international arab journal of information technology.  190-195. 

al-mashhadani m., omar n..  (2015).  extraction of arabic nested noun compounds based on a hybrid method of linguistic approach and statistical methods.  - journal of theoretical and applied information technology.  408-416. 

kasturi dewi varathan,tengku mohd tengku sembok,rabiah abdul kadir,nazlia omar.  (2014).  semantic indexing for question answering system.  - malaysian journal of computer science.  261-274. 

suliana sulaiman, khairuddin omar, nazlia omar, mohd zamri murah, and hamdan abdul rahman.  (2014).  the effectiveness of a jawi stemmer for retrieving relevant malay documents in jawi characters.  - acm transactions on asian language information processing,.  2-21. 

khalid khalifa and nazlia omar.  (2014).  a hybrid method using lexicon-based approach and naive bayes classifier for arabic opinion question answering.  - journal of computer science.  1961-1968. 

rund mahafdah, nazlia omar and omaia al-omari.  (2014).  arabic part of speech tagging using k-nearest neighbour and naive bayes classifiers combination.  - journal of computer science.  1865-1873. 

abdulgabbar saif, mohd juzaiddin ab aziz, nazlia omar.  (2014).  evaluating knowledge-based semnatic measures on arabic.  - international journal on communication antenna and propagation.  180-194. 

baraa sharef, nazlia omar and zeyad sharef.  (2014).  an automated arabic text categorization based on the frequency ratio accumulation.  - the international arab journal of information technology.  213-221. 

omar n., albared m., al-moslmi t., al-shabi a..  (2014).  a comparative study of feature selection and machine learning algorithms for arabic sentiment classification.  - lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics).  429 - 443. 

adel a., omar n., al-shabi a..  (2014).  a comparative study of combined feature selection methods for arabic text classification.  - journal of computer science.  2232 - 2239. 

suhaimi abdul rahman and nazlia omar.  (2013).  transforming noun phrase structure form into rules to detect compound nouns in malay sentences.  - journal of information and communication technology.  12:161-173. 

syahidah sufi haris, nazlia omar.  (2013).  determining cognitive category of programming question with rule-based approach.  - international journal of information processing and management.  4(3):86-95. 

ali qasim, nazlia omar, mohammed albared.  (2013).  combined statistical methods to measure semantic text similarity in holy qur`anic translations.  - advances in information sciences and service sciences.  5(17):1-7. 

mahmood h. kadhim, nazlia omar.  (2013).  bayesian learning for automatic arabic text categorization.  - journal of next generation information technology.  4(3):1-8. 

masnizah mohd, qusay walid bsoul, nazlena mohamad ali, shahrul azman mohd noah, saidah saad, nazlia omar and mohd juzaiddin ab. aziz.  (2012).  optimal initial centroid in k-means for crime topic.  - journal of theoretical and applied information technology.  45(1):19-26. 

naji f. mohammed and nazlia omar.  (2012).  arabic named entity recognition using artificial neural network.  - journal of computer science.  8(8):1285-1293. 

algani, z.a., omar, n..  (2012).  arabic to english machine translation of verb phrases using rule-based approach.  - journal of computer science.  8(3):277-286. 

tengku nor rizan tengku mohd maasum, siti hamin stapa, nazlia omar, mohd juzaiddin ab aziz, saadiyah darus.  (2012).  development of an automated tool for detecting errors in tenses.  - gema online journal of language studies.  12(2): 427-442. 

afiza ismail, nazlia omar and abdullah mohd zin.  (2012).  design and implementation of blocks-based educational courseware for children with learning disabilities.  - asian journal of information technology.  11(1):14-21. 

m. asharef, n. omar, m. albared.  (2012).  arabic named entity recognition in crime documents.  - journal of theoretical and applied information technology.  44(1):1-6. 

nazlena mohamad ali, masnizah mohd, nurul fitrah yacob, saidah saad, nazlia omar, mohd juzaiddin abd aziz, shahrul azman mohd noah.  (2012).  investigating user perception in a development of crime news retrieval system.  - international journal of digital content technology and its application.  6(10):118-126. 

alnairia, f.a., omar, n., albared, m..  (2012).  extraction of spatial relation in arabic text using rule-based approach.  - international journal of advancements in computing technology.  4(15):172-178. 

mohammed, m.a., omar, n..  (2011).  rule based shallow parser for arabic language.  - journal of computer science.  7(10):1505-1514. 

omar shirko, nazlia omar, haslina arshad and mohammed albared.  (2010).  machine translation of noun phrases from arabic to english using transfer-based approach.  - journal of computer science.  6(3):350-356. 

omar n., ismail m.f., zulkifli r., hassan r..  (2009).  development of a real-time temperature and voltage monitoring system for semiconductor devices.  - european journal of scientific research.  34(2):168-177. 

omar n., zulkifli r., hassan r..  (2009).  development of a virtual laboratory for radiation heat transfer.  - european journal of scientific research.  32(4):562-571.