Penerbitan Terkini

azuraliza abu bakar, rusnita hamdan, nor samsiah sani.  (2020).  ensemble learning for multidimensional poverty classification.  - sains malaysiana.  447-459. 

wirawati dewi ahmad, azuraliza abu bakar.  (2020).  ensemble machine learning model for higher learning scholarship award decisions.  - international journal of advanced computer science and applications.  303-312. 

ibrahim said ahmad, azuraliza abu bakar, mohd ridzwan yaakub, mohammad darwich.  (2020).  beyond sentiment classification: a novel approach for utilizing social media data for business intelligence.  - international journal of advanced computer science and applications.  437-441. 

mohammed h. afif, abdullah saeed ghareb, abdulgbar saifc, azuraliza abu bakar, omer bazighifane.  (2020).  genetic algorithm rule based categorization method for textual data mining.  - decision science letters.  37-50. 

idheba mohamed ali o. swesi, azuraliza abu bakar.  (2020).  intelligent information and database systems: recent developments.  - 14. 

nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar.  (2020).  enhancement of substructual analysis (ssa) method using deep learning approach.  -

maryam mousavi, hassan khotanlou, azuraliza abu bakar, mohammadmahdi vakilian.  (2020).  varying density method for data stream clustering.  - applied soft computing.  1-14. 

lilia halim, nurazidawati mohamad arsad, nor aishah buang, kamisah osman, azmin sham rambely, mohd zaidi omar, salwani abdullah, azuraliza abu bakar.  (2020).  intervensi pembangunan website online mentoring: estementoring.  - 1-26. 

herman yuliansyah, zulaiha ali othman, azuraliza abu bakar.  (2020).  taxonomy of link prediction for social network analysis: a review.  - ieee access.  83470-83487. 

zulaiha ali othman, azuraliza abu bakar, nor samsiah sani, jamaludin sallim.  (2020).  household overspending model amongst b40, m40 and t20 using classification algorithm.  - (ijacsa) international journal of advanced computer science and applications.  392-399. 

mohd ridzwan bin yaakub;azuraliza binti abu bakar;azrulhizam bin shapi`i;norefrina shafinaz binti md nor;noh bin amit;haryanti binti mohd affandi;tengku elmi azlina binti tengku muda.  (2020).  persepsi guru terhadap penggunaan ict bagi kelas pra sekolah.  -

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. 

jamilu awwalu, azuraliza abu bakar, mohd ridzwan yaakub.  (2019).  hybrid n-gram model using naive bayes for classification of political sentiments on twitter.  - neural computing & applications.  9207-9220. 

amin mahmoudi, mohd ridzwan yaakub, azuraliza abu bakar..  (2019).  the relationship between online social network ties and user attributes.  - acm transactions on knowledge discovery from data.  1-15. 

ibrahim said ahmad, azuraliza abu bakar and mohd ridzwan yaakub.  (2019).  a review of feature selection in sentiment analysis using information gain and domain specific ontology.  - international journal of advanced computer research.  283-292. 

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. 

lilia bt. halim, nurazidawati binti mohamad arsad, nor aishah binti buang, kamisah bt. osman, azmin sham binti rambely, mohd. zaidi bin omar, salwani binti abdullah, azuraliza binti abu bakar.  (2019).  laporan cabaran perdana pengukuhan stem.  - 1-15. 

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

idheba mohamad ali omer swesi, azuraliza abu bakar.  (2019).  feature clustering for pso-based feature construction on high-dimensional data.  - journal of information and communication technology.  439-472. 

mohammed hasan aldulaimi, suhaila zainudin, azuraliza abu bakar.  (2018).  an improved method to enhance protein structural class prediction using their secondary structure sequences and genetic algorithm.  - international journal of bioinformatics research and applications. 

shakirah mohd taib,zahiah akhma, mohd zabidi,izzatdin abdul aziz, farahida hanim mousor, azuraliza abu bakar, ainul akmar mokhtar.  (2018).  discovery of corrosion patterns using symbolic time series representation and n-gram model.  - international journal of advanced computer science and applications. 

abdul razak hamdan, azuraliza abu bakar & mohd zakree ahmad nazri.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 290. 

ghassan saleh al-dharhani, zulaiha ali othman and azuraliza abu bakar, sharifah mastura syed abdullah.  (2018).  discovering meaningful patterns for tropical climate change in malaysia.  - international journal of global warming. 

amin mahmoudi, mohd ridzzwan yaakub, azuraliza abu bakar.  (2018).  a new method to discretize time to identify the milestones of online social networks.  - social network analysis and mining.. 

nor samsiah sani , mariah abdul rahman , azuraliza abu bakar , shahnorbanun sahran , hafiz mohd sarim.  (2018).  machine learning approach for bottom 40 percent households (b40) poverty classification.  - international journal on advanced science, engineering and information technology. 

azuraliza abu bakar & nor samsiah sani.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 22. 

suhaila binti zainudin;noraidah bt. sahari @ ashaari;siti fadzilah binti mat noor;tengku siti meriam binti tengku wook;masnizah binti mohd;mohd ridzwan bin yaakub;hazura binti mohamed;azuraliza binti abu bakar.  (2018).  meramal sentimen umum tehadap ukm menerusi media sosial.  -

nor ashikin mohamad kamal, azuraliza abu bakar & suhaila zainudin.  (2018).  classification of human membrane protein types using optimal local discriminant bases feature extraction method.  - journal of theoretical and applied information technology.  767-771. 

hani a.k. ihlayyel, nurfahdlina mohd sharef, mohd zakree ahmad nazri and azuraliza abu bakar.  (2018).  an enhanced feature representation based on linear regression model for stock market prediction.  - intelligent data analysis.  45-76. 

abdul razak hamdan, mohd zakree ahmad nazri & azuraliza abu bakar.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 25. 

zulaiha ali othman, noraini ismail, azuraliza abu bakar, mohd talib latif, sharifah mastura syed abdullah.  (2018).  rules discovery of high ozone in klang areas using data mining approach.  - international journal on advanced science, engineering and information technology. 

mohamad farhan mohamad mohsin, azuraliza abu bakar, abdul razak hamdan, mohd helmy abdul wahab.  (2018).  an improved artificial dendrite cell algorithm for abnormal signal detection.  - journal of information and communication technology.  33-54. 

abdullah saeed ghareb,azuraliza abu bakar,qasem a. al-radaideh, abdul razak hamdan.  (2018).  enhanced filter feature selection methods for arabic text categorization.  - international journal of information retrieval research.  1-24. 

amin mahmoudi, mohd ridzwan yaakub and azuraliza abu bakar.  (2018).  new time-based model to identify the influential users in online social networks.  - data technologies and applications.  1-13. 

siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub, nurhafizah moziyana mohd yusop, muslihah wook, arniyati ahmad.  (2018).  product feature ranking and popularity model based on sentiment comments.  - international journal of advanced computer science and applications. 

nor samsiah sani, mariah abdul rahman, azuraliza abu bakar, shahnorbanun sahran, hafiz mohd sarim.  (2018).  machine learning approach for bottom 40 percent households (b40) poverty classification.  - international journal on advanced science, engineering and information technology. 

abdul razak bin hamdan;mohd zakree bin ahmad nazri;azuraliza binti abu bakar.  (2018).  danger theory based algorithms for abrupt change detection.  -

azuraliza abu bakar & zulaiha ali othman.  (2017).  penyelidikan komputeran dalam era revolusi industri 4.0.  - 5. 

husam i.s. abuhamad, azuraliza abu bakar, suhaila zainudin, mazrura sahani, zainudin mohd ali.  (2017).  feature selection algorithms for malaysian dengue outbreak detection model.  - sains malaysiana.  255-265. 

mohamad farhan mohamad mohsin, abdul razak hamdan, azuraliza abu bakar, mohd helmy abd wahab.  (2017).  validation on an enhanced dendrite cell algorithm using statistical analysis.  - international journal on advanced science, engineering and information technology..  482-488. 

mohamad farhan mohamad mohsin, azuraliza abu bakar, and abdul razak hamdan.  (2017).  an adaptive anomaly threshold in artificial dendrite cell algorithm.  - proceedings of the 6th international conference of computing & informatics..  250-255. 

idheba mohamad ali o swesi & azuraliza abu bakar.  (2017).  integration of feature selection, construction and instance selection for large scale data using swarm algorithms.  - negative associative clas. 

idheba mohamad swesi, azuraliza abu bakar.  (2017).  an enhanced binary particle swarm optimization (ebpso) algorithm based a v-shaped transfer function for feature selection in high dimensional data.  - international journal of advances in soft computing and its applications.  217-238. 

siti nur afiqah mohd arif, mohd farhan mohd mohsin, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah.  (2017).  change point analysis: a statistical approach to detect potential abrupt change.  - jurnal teknologi.  147-157. 

siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub,nurhafizah moziyana mohd yusop1.  (2017).  statistical validation of aco-knn algorithm for sentiment analysis.  - journal of telecommunication, electronic and computer engineering.  165-170. 

siti rohaidah ahmad , mohd ridzwan yaakub, azuraliza abu bakar.  (2016).  detecting relationship between features and sentiment words using hybrid of typed dependency relations layer and pos tagging (tdr layer pos tags) algorithm.  - the 3rd international multi-conference on artificial intelligence technology (m-cait 2016). 

alshareef a., bakar a.a., hamdan a.r., abdullah s.m.s., jaafar o..  (2016).  sequential pattern discovery for weather prediction problem.  - studies in computational intelligence.  223-240. 

yahyia benyahmed, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah.  (2016).  bag of patterns representation technique of constructed detection temporal patterns for particular climatic time series.  - middle-east journal of scientific research.  2375-2384. 

radzuan m. f. nabilah, zalinda othman, and bakar a. azuraliza.  (2016).  approaches of handling uncertain time series data towards prediction.  - international journal of future computer and communication.  233-236. 

abdul razak hamdan, azuraliza abu bakar, zalinda othman, sharifah mastura syed abdullah & othman jaafar.  (2016).  nature inspired text based structure modeling approach for signature detection in weather prediction problem.  - pintar - ukm sustainabili. 

mohamad farhan mohamad mohsin ; abdul razak hamdan ; azuraliza abu bakar.  (2016).  an upper and lower cusum for signal normalization in the dendritic cell algorithm.  - evolutionary intelligence.  33-51. 

a.l.sayeth saabith, elankovan sundararajan, and azuraliza abu bakar.  (2016).  parallel implementation of apriori algorithms on the hadoop-mapreduce platform-an evaluation of literature.  - journal of theoretical and applied information technology.  321-351. 

mohammed hasan aldulaimi, suhaila zainudin, azuraliza abu bakar.  (2016).  an improved method for predicting protein structure classes by incorporating hydropathical and secondary information based on feature selection technique.  - international conference on computer science, engineering and technology (comscet 2016). 

mohammed hasan aldulaimi, suhaila zainudin, azuraliza abu bakar.  (2016).  an improved method for predicting protein structure classes by incorporating hydropathic and secondary based on feature selection technique).  - journal of engineering and applied sciences.  430-435. 

abdullah saeed ghareb, azuraliza abu bakar, abdul razak hamdan.  (2016).  hybrid feature selection based on enhanced genetic algorithm for text categorization.  - expert systems with applications.  31-47. 

almahdi alshareef, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah & othman jaafar.  (2016).  emerging trends and advanced technologies for computational intelligence.  - 18. 

siti rohaidah ahmad, mohd ridzwan yaakub, azuraliza abu bakar.  (2016).  detecting relationship between features and sentiment words using yybrid of typed dependency relations layer and pos tagging (tdr layer pos tags) algorithm.  - international journal on advanced science, engineering and information technology (ijaseit).  1120-1126. 

suhaila zainudin, dalia sami jasim, azuraliza abu bakar.  (2016).  comparative analysis of data mining techniques for malaysian rainfall prediction.  - international journal on advanced science, engineering and information technology.  1148-1153. 

shakir mahmood jasim, azuraliza abu bakar, mohd ridzwan yaakub.  (2016).  feature selection approach based on genetic algorithm using opinion mining dataset.  - negative associative clas. 

nur syuhaidah nor azni, azuraliza abu bakar, norshamsiah sani.  (2016).  peramalan lokasi titik panas denggi menggunakan model petua sekutuan.  - negative associative clas. 

maryam mousavi, azuraliza abu bakar.  (2015).  improved density based algorithm for data stream clustering.  - jurnal teknologi.  73-77. 

maryam mousavi, azuraliza abu bakar, mohammadmahdi vakilian.  (2015).  data stream clustering algorithms: a review.  - international journal of advances in soft computing and its applications.  1-15. 

shakirah mohd taib, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah.  (2015).  classifying weather time series using feature based approach.  - international journal of advances in soft computing and its applications.  56-71. 

abdullah s. ghareb; abdul razak hamdan; azuraliza abu bakar; mohd ridzwan yaakub.  (2015).  hybrid statistical rule-based classifier for arabic text mining.  - journal of theoretical and applied information technology.  194-204. 

ahamed lebbe sayeth saabith, elankovan sundararajan, and azuraliza abu bakar.  (2015).  comparative analysis of different versions of association rule mining algorithm on aws ec2.  - 4th international conference on visual informatics, ivic2015, bangi malaysia, springer verlag.  64 to 76. 

jamilu awwalu, azuraliza abu bakar, mohd ridzwan yaakub.  (2015).  detection and polarization of political sentiments on twitter.  - international journal of applied engineering research.  41794-41799. 

nabilah filzah mohd. radzuan, zalinda othman, azuraliza abu bakar, mohd. zakree ahmad nazri.  (2015).  representing uncertain time series by using enhanced symbolic aggregate approximation.  - proceedings of the 2015 icbts international academic research conference in europe & america.  13-19. 

nor ashikin mohamad kamal, azuraliza abu bakar, suhaila zainudin.  (2015).  filter-wrapper approach to feature selection of gpcr protein.  - the 5th international conference on electrical engineering and informatics 2015.  693-698. 

fatemeh boobord, zalinda othman, and azuraliza abu bakar.  (2015).  pcawk : a hybridized clustering algorithm based on pca and wk-means for large size of dataset.  - international journal of advances in soft computing and its applications.  31-41. 

siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub.  (2015).  metaheuristic algorithms for feature selection in sentiment analysis.  - science and information conference.  222-226. 

mohd syazwan baharuddin, abdullah mohd. zin, muriati mukhtar, muhd juzaiddin abd aziz,faridah hussin, shahnorbanun sahran, asmaul-husna mohd husaimi, haslina arshad, rais imam, azuraliza abu et al.....  (2015).  laporan tahunan fakulti teknologi dan sains maklumat 2013-2014.  -

fatemeh boobord, zalinda othman, and azuraliza abu bakar.  (2015).  a wk-means approach for clustering.  - international arab journal of information technology.  489-493. 

djoko budiyanto setyohadi, azuraliza abu bakar and zulaiha ali othman.  (2015).  optimization overlap clustering based on the hybrid rough discernibility concept and rough k-means.  - intelligent data analysis.  795-823. 

azuraliza abu bakar, mohd syazwan baharuddin.  (2015).  cait bulletin vol.1 num.3.  - i4-bot cait. 

shuzlina abdul-rahman, azuraliza abu bakar & zeti azura mohamed-hussein.  (2015).  communications in computer and information science.  - 3-15. 

a. m. ahmed, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah, othman jaafar.  (2015).  sequential pattern discovery algorithm for malaysia rainfall prediction.  - acta physica polonica a.  324-326. 

yahyia benyahmed, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah.  (2015).  a time-weighted average-based paa representation for time series symbolization.  - international journal of advance soft computing and applications.  1-15. 

mohamad farhan mohamad mohsein, abdul razak hamdan, azuraliza abu bakar.  (2015).  an evaluation of feature selection technique for dendrite cell algorithm.  - 4th 2014 international conference on it convergence and security, icitcs 2014; beijing; china; 28 october 2014 through 30 october 2014. 

yahyia benyahmed, azuraliza abu bakar, abdul razakhamdan.  (2015).  adaptive piecewise approximation based on weighted average approach for symbolic time series representation.  - international review on computers and software (i.re.co.s.).  862-874. 

yahyia benyahmed,azuraliza abu bakar,abdul razak hamdan,almahdi ahmed, sharifah mastura syed abdullah.  (2015).  adaptive sliding window algorithm for weather data segmentation.  - journal of theoretical and applied information technology.  322-333. 

azuraliza abu bakar, siti nur afiqah mohd arif, nor shila bt mohd zakariya.  (2015).  model perlombongan data cuaca di malaysia.  - negative associative clas. 

siti sakira kamaruddin, azuraliza abu bakab, abdul razak hamdan, fauzias mat nor, mohd zakree ahmad nazri, zulaiha ali othman and ghassan saleh hussein.  (2015).  a text mining system for deviation detection in financial documents.  - intelligent data analysis.  19-44. 

almahdi alshareef, azuraliza abu bakar,abdul razak hamdan, sharifah mastura syed abdullah,othman jaafar.  (2015).  pattern discovery algorithm for weather prediction problem.  - science and information conference 2015. 

almahdi mohammed alshareef, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah. ahmad alweshah.  (2015).  a case based reasoning approach for pattern detection in malaysia rainfall data.  - international journal of big data intelligence.  285-302. 

nabilah filzah mohd. radzuan, zalinda othman & azuraliza abu bakar.  (2014).  analysis of uncertainty in time series data: issues and challenges.  - the asian conference on technology, information and society. 

ruhaizan ismail, zalinda othman & azuraliza abu bakar.  (2014).  analysis of time series mining in manufacturing problems.  - the asian conference on technology, information and society. 

ghassan saleh al-dharhani, zulaiha ali othman and azuraliza abu bakar.  (2014).  a graph-based ant colony optimization for association rule mining.  - arabian journal for science and engineering.  39 (6): 4651-4665. 

ahamed lebbe sayeth saabith, elankovan sundararajan, azuraliza abu bakar.  (2014).  comparative study on different classification techniques for breast cancer dataset.  - international journal of computer science and mobile computing.  185-191. 

anis suhailis abdul kadir, azuraliza abu bakar, abdul razak hamdan.  (2014).  frequent positive and negative (fpn) itemset approach for outlier detection.  - intelligent data analysis.  1049-1065. 

mohamad farhan mohamad mohsin, abdul razak hamdan, azuraliza abu bakar.  (2014).  integration of the dendritic cell algorithm with k-means clustering.  - international journal of advances in soft computing and applications.  61-77. 

vahid beiranvand,mohamad mobasher kashani, azuraliza abu bakar.  (2014).  multi-objective pso algorithm for mining numerical association rules without a priori discretization.  - expert system with applications.  41:4259-4273. 

s. n. h. s. abdullah, r. a. m. yusoff, n. f. a. zainal, s. abdullah, a. a bakar, k. omar.  (2014).  paddy abnormality vision recognition tool based on multi-layered mamdani fuzzy modeling.  - applied engineering in agriculture.  30(2): 325-334. 

abdullah s. ghareb, abdul razak hamdan, azuraliza abu bakar.  (2014).  integrating noun-based feature ranking and selection methods with arabic text associative classification approach.  - arabian journal for science and engineering.  7807-7822. 

misinem; azuraliza abu bakar; abdul razak hamdan; faizah shaari.  (2014).  attribute value pairs based on discernibility matrix for outliers detection.  - journal of theoretical and applied information technology.  623-633. 

anis suhailis abdul kadir; azuraliza abu bakar; abdul razak hamdan.  (2014).  enhancing classification accuracy with frequent positive and negative rules.  - journal of theoretical and applied information technology.  699-713. 

ahmed mohammed abbas, azuraliza abu bakar, mohd zakree ahmad.  (2014).  fast dynamic clustering soap messages based compression and aggregation model for enhanced performance of web services.  - journal of network and computer applications.  41:80-88. 

mohamad farhan mohamad mohsin, azuraliza abu bakar , abdul razak hamdan.  (2014).  outbreak detection model based on danger theory.  - applied soft computing.  612-622. 

zulaiha ali othman, azuraliza abu bakar, afaf muftah adabashi and zurina muda.  (2014).  a similarity normal clustering labelling algorithm for clustering network intrusion detection.  - journal of applied sciences.  14(10):969-980. 

ting ah choo; bakar, aa; talebi, ab.; sundararajan, e.; rahmany, m..  (2013).  classification modeling on distributed environment.  - 2013 ieee conference on open systems (icos), kuching sarawak..  209-214. 

m.r.f. nabilah, p. andi, o. zalinda, a.b. azuraliza.  (2013).  comparative study - three artificial intelligence techniques for rain domain in precipitation forecast.  - world academy of science, engineering and technology.  666-671. 

azuraliza abu bakar, zulaiha ali othman, mohd zakree ahmad nazri, abdul razak hamdan, hafiz mohd sarim, khairatul alyani badari, farah natasyah abdul hanan.  (2013).  classification of halal status for food product using data mining approach.  - advances in information sciences and service sciences.  5(15):42-59. 

nabilah filzah mohd. radzuan, zalinda othman, azuraliza abu bakar, abdul razak hamdan.  (2013).  representing data without lost compression properties in time series: a review.  - world academy of science, engineering and technology.  84:2000-2003. 

shahrul azman noah, azizi abdullah, haslina arshad, azuraliza abu bakar, zulaiha ali othman, shahnorbanum sahran, nazlia omar, zalinda othman.  (2013).  soft computing applications and intelligent systems : communications in computer and information science (ccis).  - communications in computer and information science (ccis) - soft computing applications and intelligent systems : 2nd international multi-conference on artificial intelligence technology (m-cait 2013). 

noorashikin mustafa, noor faridatul ainun zainal, siti norul huda sheikh abdullah, azuraliza abu bakar, salwani abdullah.  (2013).  pengecaman pola teori & aplikasi.  - 267-279 (11). 

noor diana ahmad tarmizi, farha jamaluddin, azuraliza abu bakar, zulaiha ali othman, abdul razak hamdan.  (2013).  classification of dengue outbreak using data mining models.  - research notes in information sciences.  12(12):71-75. 

ruhaizan ismail, zalinda othman, azuraliza abu bakar.  (2013).  a production schedule generator framework based on genetic algorithm.  - journal of convergence information technology.  581-588. 

farah natasyah abdul hanan, abdul razak hamdan, azuraliza abu bakar, mohd zakree ahmad nazri.  (2013).  rough set knowledge model for classification of halal product certification status.  - research notes in information sciences.  12(23):135-139. 

nabilah filzah mohd radzuan, zalinda othman, azuraliza abu bakar.  (2013).  uncertain time series in weather prediction.  - procedia technology - the 4th international conference on electrical engineering and informatics (iceei 2013).  558-565. 

noor diana ahmad tarmizi, farha jamaluddin, azuraliza abu bakar, zulaiha ali othman, abdul razak hamdan.  (2013).  malaysia dengue outbreak detection using data mining models.  - journal of next generation information technology.  4(6):96-107. 

maryam mousavi, azuraliza abu bakar, suhaila zainudin, zalizah awang long, mazrura sahani, mohammadmahdi valikian.  (2013).  negative selection algorithm for dengue outbreak detection.  - turkish journal of electrical engineering and computer sciences.  21:2345-2356. 

ghassan saleh al-dharhani, zulaiha ali othman, azuraliza a. bakar.  (2013).  automated boolean matrix data representation scheme through avl tree for mining association rules.  - advances in natural and applied sciences.  7(3):307-316. 

shuzlina abdul-rahman, azuraliza abu bakar, zeti-azura mohamed-hussein.  (2013).  optimizing big data in bioinformatics with swarm algorithms.  - 2013 ieee 16th international conference on computational science and engineering. 

anis suhailis abdul kadir, azuraliza abu bakar, and abdul razak hamdan.  (2013).  frequent positive and negative itemsets approach for network intrusion detection.  - communications in computer and information science (ccis) - soft computing applications and intelligent systems : 2nd international multi-conference on artificial intelligence technology (m-cait 2013). 

carolyn payus, norela sulaiman, mazrura sahani and azuraliza abu bakar.  (2013).  association rules of data mining application for respiratory illness by air pollution database.  - international journal of basic & applied sciences. 

zulaiha ali othman, azuraliza abu bakar, roliana ibrahim, nurul ain mohamed hassim.  (2013).  rough outlier method for network intrusion detection.  - international journal of information processing and management.  4(7):39-50. 

carolyn payus, norela sulaiman, azuraliza abu bakar.  (2012).  influence of air quality towards the extreme rainfall events: rough set theory.  - international journal of engineering research.  2(4):544-550. 

leila ooshaksaraie, noor ezlin ahmad basri, azuraliza abu bakar, khairul nizam abdul maulud.  (2012).  rp3ca: an expert system applied in stormwater management plan for construction sites in malaysia.  - expert systems with applications.  39(3):3692-3701. 

shuzlina abdul rahman, azuraliza abu bakar, zeti azura mohamed hussein.  (2012).  an intelligent data pre-processing of complex datasets.  - intelligent data analysis.  16:305-325. 

siti sakira kamaruddin, abdul razak hamdan, azuraliza abu bakar, fauzias mohd nor.  (2012).  deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function.  - intelligent data analysis.  16:487-511. 

m. faiza abdulsalam, azuraliza abu bakar.  (2012).  a cluster-based deviation detection task using the artificial bee colony (abc) algorithm.  - international journal of soft computing.  7(2):71-78. 

ghareb, a.s., hamdan, a.r., bakar, a.a..  (2012).  text associative classification approach for mining arabic data set.  - 2012 4th conference on data mining and optimization, dmo 2012;langkawi. 

othman, z., bakar, a.a., abdullah, s., zakree, m., nazri, a., sengalang, n.a..  (2012).  dynamic tabu search for dimensionality reduction in rough set.  - wseas transactions on computers.  11(4):89-100. 

idheba mohamad ali o. swesi, azuraliza abu bakar, anis suhailis abdul kadir.  (2012).  mining positive and negative association rules from interesting frequent and infrequent itemsets.  - 9th international conference on fuzzy systems and knowledge discovery (fskd`12).. 

almahdi ahmed, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah & othman jaafar.  (2012).  discovering frequent serial episodes in symbolic sequences for rainfall dataset.  - 2012 4th conference on data mining and optimization, dmo 2012;langkawi. 

yazan alaya jameel al-khassawneh, azuraliza abu bakar, suhaila zainudin..  (2012).  triangle counting approach for graph based association rules mining..  - 9th international conference on fuzzy systems and knowledge discovery (fskd`12).. 

mohd zakree ahmad nazri, nor emizan abdul majid, azuraliza abu bakar and hafiz mohd sarim.  (2012).  network intrusion prediction using associative classification method.  - asian journal of information technology.  11(5):153-159. 

long, z.a., bakar, a.a., hamdan, a.r..  (2011).  frequent pattern using multiple attribute value for itemset generation.  - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. 

a.a. bakar, z.a. othman, a.r. hamdan, r.yusof, r. ismail.  (2011).  an agent model for rough classifiers.  - applied soft computing.  11:2239-2245. 

hafiz mohd sarim, abdul razak hamdan, azuraliza abu bakar, zulaiha ali othman.  (2011).  an affective decision making engine framework for practical software agents.  - journal of information engineering and applications.  1(2):1-8. 

shahriyah nyak saad ali, ahmad mahir razali, nur riza suradi, azuraliza abu bakar & shamsul amri ramli.  (2011).  a framework for continuous outpatient health care delivery improvement through treatment plan support.  - journal of statistical modeling and analytics.  2(2):43-52. 

mohd zakree ahmad nazri , siti mariyam shamsuddin, azuraliza abu bakar dan salwani abdullah.  (2011).  a hybrid approach for learning concept hierarchy from malay text using artificial immune network.  - natural computing : an international journal. volume 10, issue 1 (2011), page 275.  11047-010-9. 

azuraliza abu bakar, nurfathehah idris, abdul razak hamdan, zalinda othman, mohd zakree ahmad nazari, suhaila zainudin.  (2011).  classification models for outbreak detection in oil and gas pollution area..  - international conference on electrical engineering and informatics (iceei), 2011 bandung. 

mohammed ahmed, a., bakar, a.a., hamdan, a.r..  (2011).  harmony search algorithm for optimal word size in symbolic time series representation.  - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. 

siti sakira kamaruddin, azuraliza abu bakar, abdul razak hamdan, mohd zakree ahmad nazri, zulaiha ali othman.  (2011).  dfind : an intelligent system for financial statement deviation detection.  - international conference on business intelligence and financial engineering. icbife 2011, dec 12-13, 2011. hong kong. 

wael ahmad alzoubi, khairuddin omar, azuraliza abu bakar.  (2011).  an efficient mining of transactional data using graph-based technique.  - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. 

othman, z.a., hamdan, a.r., abu bakar, a., zainudin, s., sarim, h.m., nazri, m.z.a., othman, z., (...), abdul ghani, a.t..  (2011).  mynda - an intelligent data mining application generator.  - 2nd international visual informatics conference, ivic 2011; selangor (lecture notes in computer science). 

bakar, a.a., kefli, z., abdullah, s., sahani, m..  (2011).  predictive models for dengue outbreak using multiple rulebase classifiers.  - 2011 international conference on electrical engineering and informatics, iceei 2011; bandung. 

mohd zakree ahmad nazri, siti mariyam hj. shamsuddin, azuraliza abu bakar:.  (2010).  clonal selection algorithm for learning concept hierarchy from malay text.  - lecture notes in artificial intelligence (rskt 6401) springer. 

leyla ooksharaei, nor ezlin ahmad basri, azuraliza abu bakar, khairul nizam abdul maulud.  (2010).  development of rp3ca-emp: a knowledge-based system for applying environmental management plan (emp) in malaysian construction industry.  - lecture notes in artificial intelligence (kes 2010). 

djoko burdiayato, azuraliza abu bakar, zulaiha ali othman.  (2010).  an improved rough clustering using discernibility based initial seed computation.  - lecture notes in artificial intelligence (adma 2010). 

zalizah awang long, azuraliza abu bakar, abdul razak hamdan, and mazrura sahani.  (2010).  multiple attribute frequent mining-based for dengue outbreak.  - 6th international conference on advanced data mining and applications, adma 2010; chongqing (lecture notes in computer science). 

syariyah ali, ahmad mahir, azuraliza abu bakar, nur riza suradi.  (2010).  developing treatment plan support in outpatient health care delivery with decision trees technique [dalam:lecture notes in artificial intelligence (adma 2010)].  - 6th international conference on advanced data mining and applications, adma 2010; chongqing; 19 november 2010 through 21 november 2010. 

khadija mohammad al-aidaroos, azuraliza abu bakar and zalinda othman.  (2010).  na´ve bayes variants in classification learning.  - international conference on information retrieval & knowledge management (camp) 2010. 

azuraliza abu bakar, almahdi mohammed ahmed,
and abdul razak hamdan.  (2010).  discretization of time series dataset using relative frequency and k-nearest neighbor.  - 6th international conference on advanced data mining and applications, adma 2010; chongqing (lecture notes in computer science). 

halimah b.z.,azlina a.,t.m.sembok, suffian i.,shahrul azman m.n., azuraliza a.b.,zulaiha a.o.,nazlia o.
salwani a.,sanep a., hailani m.t.,zaher m.z., azizah j., norfaezah m.y., choo,w.o., c.abdulla.  (2010).  evaluation of hicore: multi-tiered holistic islamic banking system based on user acceptance test.  - international symposium on information technology (itsim 2010). 

khadija al-aidarous, azuraliza abu bakar, zalinda othman.  (2010).  data classification using rough sets and naieve bayes.  - lecture notes in artificial intelligence (rskt 2010), springer. 

siti norul huda sheikh abdullah, ler yong jing, muhamad syaiful sukri, salwani abdullah, azuraliza abu bakar, saad abdullah.  (2010).  determining paddy leaf abnormalities using texture analysis and mamdani- fuzzy classifier.  - prosiding seminar kebangsaan aplikasi sains dan matematik 2010 (skasm 2010), sempena sksm 18 simposium kebangsaan sains matematik ke-18, penerbit uthm. 

shuzlina abdul rahman, azuraliza abu bakar, zeti azura mohd hussain.  (2010).  integrating rough set theory and particle swarm optimisation in feature selection.  - 2010 10th international conference on intelligent systems design and applications, cairo, egypt. 

azuraliza abu bakar, zalinda othman, mohd saiful nizam md yusoff & ruhaizan ismail.  (2010).  development of knowledge model for insurance product decision using the associative classification approach.  - 2010 10th international conference on intelligent systems design and applications. 

shahriyah nyak saad ali, ahmad mahir razali, nur riza suradi, azuraliza abu bakar & shamsul amri ramli.  (2010).  a framework for continuous outpatient health care delivery improvement through treatment plan support.  - proceedings of the regional conference on statistical sciences 2010 (rcss'10), malaysia institute of statistics, faculty of computer and mathematical sciences, uitm malaysia. 

shahriyah ali, ahmad mahir razali, azuraliza abu bakar & nur riza suradi.  (2010).  penambahbaikan kualiti penyampaian penjagaan kesihatan menerusi sokongan pelan rawatan.  - kolokium siswazah ke-10 : penyelidikan siswazah: meneroka perbatasan ilmu. 

er ah choy, joy jacqueline pereira, halimaton saadiah hashim, mazrura sahani, hidayatul fathi othman, norela sulaiman, saperi sulong, amrizal muhammad nur, rozita hod, shamsul azhar shah, mohd talib.  (2010).  perubahan iklim dan kesihatan awam: impak dan intervensi.  - pertandingan poster penyelidikan dan pameran penerbitan fssk 2010. 

er ah choy, joy jacqueline pereira, halimaton saadiah hashim, mazrura sahani, hidayatul fathi othman, norela sulaiman, saperi sulong, amrizal muhammad nur, rozita hod, shamsul azhar shah, mohd talib.  (2010).  climate change and public health: impact and intervention.  - pertandingan poster penyelidikan dan pameran penerbitan fssk 2010. 

leila ooshaksaraie, noor ezlin ahmad basri, azuraliza abu bakar ,and khairul nizam abdul maulud.  (2010).  knowledge-based and intelligent information and engineering systems, lecture notes in computer science.  -

azuraliza abu bakar, salwani abdullah, faizah patahol rahman, abdul razak hamdan.  (2010).  ant colony reduction with modified rules generation for rough classification model.  - 10th international conference on intelligent systems design and applications (isda), 2010. 

leila ooshaksaraie, noor ezlin ahmad basri , azuraliza abu bakar, khairul nizam abdul maulud and nasri nasir.  (2010).  an expert system for monitoring of river water quality during housing projects in malaysia.  - proceedings international technical conference cau-ukm (itc 2010), seoul, korea. 

ruhaizan ismail, zalinda othman and azuraliza abu bakar.  (2010).  associative prediction model and clustering for product forecast data.  - 2010 10th international conference on intelligent systems design and applications. 

misinem, azuraliza abu bakar, abdul razak hamdan
and mohd zakree ahmad nazri.  (2010).  a rough set outlier detection based on particle swarm optimization.  - 2010 10th international conference on intelligent systems design and applications. 

zulaiha ali othman, azuraliza abu bakar, intesar etubal.  (2010).  improving signature detection classification model using features selection based.  - 2010 10th international conference on intelligent systems design and applications. 

almahdi mohammed ahmed, azuraliza abu bakar, abdul razak hamdan.  (2010).  improved sax time series data representation based on relative.  - 2010 10th international conference on intelligent systems design and applications, caoro, egypt. 

azuraliza abu bakar, zalinda othman, lee man fai.  (2010).  development of knowledge model for nutrition diet planning decision using associative classification approach.  - proceedings of the 2nd malaysian joint conference on artificial intelligence (mjcai 2010). 

kamaruddin s.s., hamdan a.r., bakar a.a., nor f.m..  (2009).  dissimilarity algorithm on conceptual graphs to mine text outliers.  - 2nd conference on data mining and optimization, dmo. 

ahmed a.m., bakar a.a., hamdan a.r..  (2009).  dynamic data discretization technique based on frequency and k-nearest neighbour algorithm.  - 2009 2nd conference on data mining and optimization, dmo. 

s.s. kamaruddin, a.r.hamdan, a. abu bakar & f.mat nor.  (2009).  outlier detection in financial statements: a text mining approach.  - wit transactions on information and communication technologies. 

zulaiha ali othman, azuraliza abu bakar, zalinda othman, suzanna rosli.  (2009).  lecture notes in artificial intelligence.  - 87-93. 

siti sakira kamarudin, abdul razak hamdan, azuraliza abu bakar.  (2009).  lecture notes in artificial intelligence.  - 579-586. 

faizah shaari, azuraliza abu bakar, abdul razak hamdan.  (2009).  on the new concept in computation of reduct in rough sets theory.  - lecture notes in computer science(rough sets and knowledge technology 4th international conference, rskt 2009, gold coast, australia,proceedings). 

b.z.halimah, a.azlina, t.m.sembok, i.sufian, shahrul azman m.n.,a.b.azuraliza,a.o.zulaiha,o.nazlia, a.salwani, a.sanep,m.t.hailani, m.z.zaher, j.azizah,m.y.nor faezah,w.o.choo, chew abdullah and b. so.  (2009).  visual informatics: bridging research and practice.  - 288-301. 

azuraliza abu bakar, zulaiha ali othman..  (2009).  building a new taxanomy for data discretization techniques.  - 2nd conference on data mining and optimization, 2009. dmo `09.. 

nur shazila mohamed, zulaiha ali othman, azuraliza abu bakar.  (2009).  a classification of of "gracilaria changii" protein sequences using back-propagation classifier.  - international seminar on data mining and optimisation (dmo 09).. 

zulaiha ali othman, helmi md rais, abdul razak hamdan.  (2009).  improvement dacs3 searching performance using local search.  - international seminar on data mining and optimisation (dmo 09). bangi (ieee explore). 

abdul razak hamdan, azuraliza abu bakar, barry mccollum, fazel famili, salwani abdullah, zalinda othman, hafiz mohd sarim.  (2009).  proceedings of the 2009 2nd conference on data mining and optimization.  - 2009 2nd conference on data mining and optimization, bangi, malaysia. 

halimah badioze zaman , azlina ahmad , t.mohd t.sembok , sufian idris , shahrul azman m.n., azuraliza a.b, choo w.o,salwani abdullah , sanep a. , hailani m.t, zaher m.z., azizah jafar ,noor faezah m..  (2009).  multi-tiered s-soa, parameter-driven new islamic syariah products of holistic islamic banking system (hicore) : virtual banking environment.  - lecture notes of computer science (lncs). 

almahdi mohammed ahmed, azuraliza abu bakar, abdul razak hamdan.  (2009).  dynamic data disecretization technique based on frequency and k-nearest neighbour algorithm.  - 2009 2nd conference on data mining & optimization. 

yun huoy choo, azuraliza abu bakar, azah kamilah muda,.  (2009).  capturing uncertainty in associative classification model.  - 2009 2nd conference on data mining & optimization. 

azuraliza abu bakar, zulaiha ali othman, nor liyana mohd shuib.  (2009).  building a new taxonomy for data disctetization techniques.  - 2009 2nd conference on data mining & optimization. 

ruhaizan ismail, zalinda othman, azuraliza abu bakar.  (2009).  data mining in production plainning and scheduling : a review.  - 2009 2nd conference on data mining & optimization. 

shaari f., bakar a.a., hamdan a.r..  (2009).  outlier detection based on rough sets theory.  - intelligent data analysis.  13(2):191-206. 

long, za; hamdan, ar; abu bakar, a.  (2009).  framework on outlier sequential patterns for outbreak detection.  - proceedings of 2009 international conference on computer engineering and applications. 

kamaruddin s.s., hamdan a.r., bakar a.a., mat nor f..  (2009).  conceptual graph interchange format for mining financial statements.  - lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics). 

ooshaksaraie l., basri n.e.a., bakar a.a., maulud k.n.a..  (2009).  erosion and sediment control plans to minimize impacts of housing construction activities on water resources in malaysia.  - european journal of scientific research.  33(3):461-470. 

s. ali, a. m. razali, a. abu bakar, n. r. suradi & a. ramli.  (2009).  penjanaan pelan rawatan dalam bidang perubatan menggunakan teknik pokok berkeputusan.  - prosiding seminar sehari matematik komputeran. 

othman z.a., bakar a.a., othman z., rosli s..  (2009).  development of the data preprocessing agent`s knowledge for data mining using rough set theory.  - lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics). 

ooshaksaraie l., basri n.e.a., bakar a.a., maulud k.n.a..  (2009).  an expert system prototype for minimizing soil erosion on construction site in malaysia.  - european journal of scientific research.  33(3):454-460. 

nazri, mza; shamsuddin, sm; abu bakar, a; abdullah, s.  (2009).  a hybrid approach for learning concept hierarchy from malay text using gahc and immune network.  - artificial immune systems, proceedings. 

shaari f., bakar a.a., hamdan a.r..  (2009).  a predictive analysis on medical data based on outlier detection method using non-reduct computation.  - lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics). 

kamaruddin s.s., hamdan a.r., bakar a.a., nor f.m..  (2009).  automatic extraction of performance indicators from financial statements.  - proceedings of the 2009 international conference on electrical engineering and informatics, iceei 2009. 

bakar a.a., othman z., ismail r., abdullah r.m..  (2009).  managing the air cargo offload problems using rough set theory.  - proceedings of the 2009 international conference on electrical engineering and informatics, iceei 2009. 

rahman, h.a., bakar, a.a., hussein, z.a.m..  (2009).  feature selection and classification of protein subfamilies using rough sets.  - proceedings of the 2009 international conference on electrical engineering and informatics, iceei 2009. 

alzoubi w.a., bakar a.a., omar k..  (2009).  scalable and efficient method for mining association rules.  - proceedings of the 2009 international conference on electrical engineering and informatics, iceei 2009. 

bakar, a.a., othman, z., ismail, r., zakari, z..  (2009).  using rough set theory for mining the level of hearing loss diagnosis knowledge.  - proceedings of the 2009 international conference on electrical engineering and informatics, iceei 2009. 

leila ooshaksaraie, noor ezlin ahmad basri, othman jaafar, khairul nizam abdul maulud, azuraliza abu bakar.  (2009).  an expert system for soil stabilisation during construction activities.  - 4th international conference on recent advances in materials, minerals & environment and 2nd asian symposium on materials & processing. 

noor ezlin ahmad basri, leila oosaksaraie, khairul nizam abdul maulud, azuraliza abu bakar.  (2009).  development of expert system prototype to minimise soil erosion during construction activities.  - international conference on sustainable developmentfor water & wastewater treatment. 

leila ooshaksaraie, noor ezlin ahmad basri, azuraliza abu bakar, khairul nizam abdul maulud.  (2009).  development of expert system for waste management onsite in construction industry.  - proceedings of 2nd international conference on health safety environment (issn 1735-5540). 

mohd haniff osman, ratnawati ibrahim, ishak hashim, liong choong yeun, azuraliza abu bakar & mohamed hussein.  (2009).  a neural network application in predicting dynamic behavior of abiological system.  - proceedings of the second international conference on mathematics: trends and development. 

rahman s.a., bakar a.a., hussein z.a.m..  (2009).  filter-wrapper approach to feature selection using rst-dpso for mining protein function.  - 2nd conference on data mining and optimization, dmo. 

choo y.-h., bakar a.a., muda a.k..  (2009).  capturing uncertainty in associative classification model.  - 2nd conference on data mining and optimization, dmo. 

bakar a.a., othman z.a., shuib n.l.m..  (2009).  building a new taxonomy for data discretization techniques.  - 2nd conference on data mining and optimization, dmo. 

long z.a., hamdan a.r., bakar a.a..  (2009).  parameter setting procedure via quick parameter evaluation in frequent pattern mining for outbreak detection.  - 2nd conference on data mining and optimization, dmo. 

yun-huoy choo, azuraliza abu bakar, and abdul razak hamdan.  (2008).  a rough-apriori technique in mining linguistic association rules.  - lecture notes in artificial intelligence. 

f. shaari, a. a. bakar & a. r. hamdan.  (2008).  fast outlier detection using rough sets theory.  - wit transaction on information and communication technologies.  40:25-34. 

mazidah puteh, abdul razak hamdan, khairudin omar, azuraliza abu bakar.  (2008).  immune network for classifying heterogeneous data.  - eighth international conference on intelligent systems design and applications. 

mohd zakree ahmad nazri, siti mariyam shamsudin, azuraliza abu bakar.  (2008).  an exploratory study on malay processing tool for acquisition of taxonomy.  - eighth international conference on intelligent systems design and applications, isda 2008. 

azuraliza abu bakar, zulaiha ali othman, abdul razak hamdan, rozianiwati yusof ruhaizan ismail.  (2008).  kaedah pengiraan pengurang berasaskan agen untuk pengelas kasar.  - laporan teknikal (ftsm/disember 2008/lt02). 

azuraliza abu bakar, zulaiha ali othman, abdul razak hamdan, ruhaizan ismail, rozianiwati yusof.  (2008).  agen pengelas data berasaskan petua.  - laporan teknikal disember 2008 (ftsm/disember 2008/lt01). 

azuraliza abu bakar, zulaiha ali othman, abdul razak hamdan, rozianiwati yusof, ruhaizan ismail.  (2008).  an agent based rough classifier for data mining.  - the international conference on intelligent system design and applications (isda08), kaohsiung, taiwan, (indexed ieee computer society). 

halimah b.z., t.m sembok, azlina a., sufian i., sharul azman, m.n., azuralina a.b., zulaiha a.o., nazlia o., salwani a., sanep a., hailani m.t., zaher m.z., azizah j., nor faezah m.y., choo, w.o., c..  (2008).  holistic islamic virtual banking system: soa parameter-based semantic approach (hicore).  - proceedings of the international symposium on information technology 2008 kuala lumpur city centre, malaysia. 

shaari f., bakar a.a., hamdan a.r..  (2008).  fast outlier detection using rough sets theory.  - wit transactions on information and communication technologies. 

mahmod othman, ku- ruhana ku-mahamud, azuraliza bakar abu.  (2008).  fuzzy evaluation method using fuzzy rule approach in multicriteria analysis..  - yugoslav journal of operations research.  18(1):95-107. 

choo, yh; abu bakar, a; hamdan, ar.  (2008).  a rough-apriori technique in mining linguistic association rules.  - advanced data mining and applications, proceedings. 

nazri m.z.a., bakar a.a., shamsudin s.m., ghani t.a..  (2008).  using linguistic patterns in fca-based approach for automatic acquisition of taxonomies from malay text.  - proceedings - international symposium on information technology 2008, itsim. 

rahman, sa; bakar, aa; hussein, zam.  (2008).  a review on protein sequence clustering research.  - 4th kuala lumpur international conference on biomedical engineering 2008, vols 1 and 2. 

puteh, mazidah omar, khairuddin hamdan, abdul razak abu bakar, azuraliza.  (2008).  classifying heterogeneous data with artificial immune system..  - proceedings - international symposium on information technology 2008, itsim. 

mazidah puteh, abdul razak hamdan, khairuddin omar, & azuraliza abu bakar.  (2008).  lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics).  - 232-241. 

mohd haniff osman, ratnawati ibrahim, ishak hashim, liong choong yeun, azuraliza abu bakar, zeti azura mohamed hussein.  (2008).  predicting dynamic behavior of a biological system using anns.  - aip conference proceedings of international conference on mathematical biology 2007: icmb07.. 

mohamad farhan mohamad mohsin, azuraliza abu bakar & mohd helmy abd wahab.  (2008).  a comparative study of apriori and rough classifier for data mining.  - jurnal teknologi maklumat & multimedia.  5:1-12. 

shuzlina, a.r., azuraliza, a.b., zeti, a.m.h..  (2008).  data mining framework for protein function prediction..  - kertas kerja prosiding 3rd international symposium on information technology di kuala lumpur convention centre, malaysia. 

yun-huoy choo, azuraliza abu bakar and abdul razak hamdan.  (2008).  the fitness-rough: a new attribute reduction method based on statistical and rough set theory.  - intelligent data analysis.  12(1):73-87. 

kamaruddin s.s., hamdan a.r., bakar a.a., nor f.m..  (2008).  conceptual graph formalism for financial text representation.  - proceedings - international symposium on information technology 2008, itsim. 

bakar a.a., othman z.a., hamdan a.r., yusof r., ismail r..  (2008).  agent based data classification approach for data mining.  - proceedings - international symposium on information technology 2008, itsim. 

faizah shaari, azuraliza abu bakar, abdul razak hamdan.  (2007).  discovery of non-interesting attribute in mining outliers pattern.  - 5th international conference on computational science and applications, kuala lumpur, malaysia 26-29 august 2007.(icsa2007). 

mohd zakree ahmad nazri, siti mariyam shamsudin dan azuraliza abu bakar.  (2007).  a review on learning taxonomies from malay text corpora.  - jurnal teknologi maklumat.  19(2):85-99. 

salwani abdullah, azuraliza abu bakar, norashikin mustafa, mohamad yusof, saad abdullah and abdul razak hamdan.  (2007).  fuzzy knowledge modelling for image-based paddy disease diagnosis expert system.  - proceeding of the international conference on electrical engineering and informatics (iceeei2007). bandung, indonesia. isbn: 978-979-16338-0-2. 

mohd haniff osman, ratnawati ibrahim, ishak hashim , liong choong yeun, azuraliza abu bakar and mohamed hussein.  (2007).  a neural network application in predicting dynamic behavior of a biological system.  - proceeding of the second international conference on mathematics: trends and development. 

zulaiha ali othman, nor liyana mohd shuib, azuraliza abu bakar, abdul razak hamdan and khairuddin omar.  (2007).  agent based preprocessing.  - international conferences on intelligent & advanced systems. 

siti f. a. razak & azuraliza a. bakar.  (2006).  association rules mining in asthma patients profile dataset.  - chiang mai journal of science.  33(1):23-33. 

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