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peggy yeo1, azuraliza abu bakar1,,zalinda othman1, mazrura sahani2, suhaila zainudin1, zailiza suli. (2024). the effect of meteorology and air quality to the covid-19 cases in malaysia: a multivariate deep learning approach. - sains malaysiana. 3831 - 3843. |
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yuanfei wei, zalinda othman, kauthar mohd daud, qifang luo, and yongquan zhou. (2024). advances in slime mould algorithm: a comprehensive survey. - biomimetics. 1-31. |
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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. |
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zalinda binti othman;mohd ridzwan bin yaakub. (2024). modeling adaptive convolution neural network predictor for data stream issues . - . . |
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mohammed shantal, zalinda othman, azuraliza abu bakar. (2023). impact of missing data on correlation coefficient values: deletion and imputation methods for data preparation. - malaysian journal of fundamental and applied sciences. 1052-1067. |
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mohd ridzwan bin yaakub;azuraliza binti abu bakar;zalinda binti othman. (2023). sentiment based predictive model for malaysia post-covid 19 tourism industry development. - . . |
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mohammed shantal, zalinda othman and azuraliza abu bakar. (2023). a novel approach for data feature weighting using correlation coefficients and minmax normalization. - symmetry. 1-18. |
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ooi teng he, zalinda othman. (2023). ramalan keparahan pesakit covid-19 dengan menggunakan model pembelajaran mesin. - . 1-25. |
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eddie ngai, salwani abdullah, mohd zakree ahmad nazri, nor samsiah sani and zalinda othman. (2023). time series prediction of bitcoin cryptocurrency price based on machine learning approach. - data science: journal of computing and applied informatics (jocai). 81 - 95. |
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nur suhailayani suhaimi, zalinda othman2, mohd ridzwan yaakub. (2023). a multi-class classifier of modified convolution neural network by dynamic hyperplane of support vector machine . - ijcsns international journal of computer science and network security. 21 - 31. |
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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. |
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maladh mahmood shakir, zalinda othman, azuraliza abu bakar. (2022). tec forecasting using optimized variational mode decomposition and elman neural networks. - international journal of advanced computer science and applications. 482-491. |
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nur suhailayani suhaimi, zalinda othman, mohd. ridzwan yaakub. (2022). modified convolutional neural network filter gate for social media text classification. - international journal of computer science and network security. 617-627. |
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mohd izwan mahmud, salleh amat, abu yazid abu bakar, chang peng kee, zalinda othman. (2022). the effects of career readiness course on students career decision self-efficacy during covid 19. - specialusis ugdymas. 273-281. |
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illa iza suhana shamsuddin, zalinda othman, nor samsiah sani. (2022). water quality index classification based on machine learning: a case from the langat river basin model. - water. 1-20. |
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yuanfei wei, zalinda othman, kauthar mohd daud, shihong yin , qifang luo and yongquan zhou. (2022). equilibrium optimizer and slime mould algorithm with variable neighborhood search for job shop scheduling problem. - mathematics. 1-20. |
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sofian kassaymeh, salwani abdullah, mohammed azmi al-betar, mohammed alweshah, mohamad al-laham, zalinda othman. (2022). self-adaptive salp swarm algorithm for optimization problems. - soft computing. 9349-9368. |
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nur suhailayani suhaimi1 , zalinda othman2 , mohd ridzwan yaakub3. (2022). comparative analysis between binary classification and multi-class classification of sentiment analysis by using convolution neural network with text filtering gates. - data analytics and optimisation 2022. 62-67. |
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amin jula, elankovan a. sundararajan, zalinda othman and narjes khatoon naseri. (2021). color revolution: a novel operator for imperialist competitive algorithm in solving cloud computing service composition problem. - symmetry. 1-26. |
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zalinda binti othman;mohd ridzwan bin yaakub;ahmad tarmizi bin abdul ghani. (2021). uncertain time series data analytics in solving monitoring systems errors. - . . |
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mohd izwan mahmud, tan yao xiong, nur azzah ab rahim, nurul nadia rosli, chang peng kee, zalinda othman. (2021). effectiveness of job readiness course on students career decision self-efficacy. - kongres dan pertandingan inovasi dalam pengajaran dan pembelajaran (knovasi) 2021. evolusi ke arah pembelajaran tanpa sempadan: langkah kehadapan. 322-324. |
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sofian kassaymeh, salwani abdullah, mohamad al-laham, mohammed alweshah, mohammed azmi al-betar, zalinda othman. (2021). salp swarm optimizer for modeling software reliability prediction problems. - neural processing letters. 4451-4487. |
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azuraliza abu bakar, zalinda othman, suhaila zainudin. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 251. |
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zalinda othman, tan yao xiong, mohd. izwan mahmud, nurul nadia rosli, ishak yussof, chang peng kee. (2021). merungkai faktor kebolehpasaran graduan. - . 165-189. |
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azuraliza abu bakar, zalinda othman, suhaila zainuddin. (2021). pendahuluan: sains data dan kesejahteraan rakyat. - . 23-28. |
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nur suhailayani suhaimi, zalinda othman, mohd. ridzwan yaakub. (2021). data stream input filtering by using dynamic framing of convolutional neural network. - data analytics and optimization daos 2021. 109-114. |
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nur suhailayani suhaimi, zalinda othman, mohd ridzwan yaakub. (2020). analyzing prediction performance between wavelet neural network and product-unit neural network. - journal of physics: conference series. 1-9. |
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mohd zakree bin ahmad nazri;seri manja bte abdul wahab;zulaiha binti ali othman;salwani binti abdullah;hafiz bin mohd sarim;farizan binti othman;sazura binti ramli;zalinda binti othman;nor samsiah binti sani. (2020). pembangunan model ramalan produktiviti penyelidikan ukm menggunakan pendekatan pembelajaran mesin. - . . |
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mohd izwan mahmud, tan yao xiong, nurul nadia rosli, chang peng kee, zalinda othman, salleh amat, abu yazid abu bakar. (2020). effectiveness of job readiness course on career selfefficacy between two groups of undergraduates. - palarchs journal of archaralogy of egypt egyptogy. 314-322. |
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mohd izwan mahmud, chang peng kee, zalinda othman, salleh amat. (2020). career self efficacy among undergraduate student in a public university. - akademika. 167-175. |
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nurizah abdul hasib, zalinda othman. (2020). assessing the relationship between pollution sources and water quality parameters of sungai langat basin using association rule mining. - sains malaysiana. 2345-2358. |
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tan yao xiong, chang peng kee, zalinda othman, mohd mahmud, nurul ashikin zainurdin, sharifah nurina alia syed abdullah, nurul nadia rosli. (2020). laporan kajian pengesanan graduan 2018. - . 168. |
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ishak bin yussof;mohd. marzuki bin mustafa;imran ho bin abdullah @ ho yee beng;riza atiq abdullah bin o.k. rahmat;zalinda binti othman;mohd izwan bin mahmud;chang peng kee;nurul ashikin binti zainurdin;sharifah nurina alia binti syed abdullah;atikah nurai. (2019). kajian keberkesanan graduan universiti kebangsaan malaysia: analisis meta dean tindakan susulan. - . . |
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mayas aljibawi, mohd zakree ahmad nazri, zalinda othman. (2019). mdss-stream: a data stream clustering algorithm for multi-dimensional density data. - aus journal. 159-167. |
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lim zee hin, zalinda othman. (2019). lake chini water level prediction model using classification techniques. - 6th international conference on computational science and technology. 215-226. |
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prof. madya dr. jamaluddin aziz, prof. madya dr. romlah jaffar, prof. madya dr. norsimah mat awal, prof. madya dr. nor fariza mohd nor, prof. madya dr. zalinda othman, prof madya dr. afendi hamat. (2019). laporan akhir penyelidikan challenges and opportunities in achieving gender equality and the empowerment of rural women and girls. - . 1-43. |
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fayyad banihani, salwani abdullah, nor samsiah sani, zalinda othman. (2019). reinitiate great deluge with composite neighbourhood structures for rough set attribute reduction. - international journal of computer science and network security. 165-171. |
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dr. zalinda othman. (2019). the skillz. - antara gaji, beban dan ilmu. . |
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pengarang dr. chang peng kee,dr zalinda binti othman,dr izwan mahmud,sharifah nurina alia syed abdullah,nurul ashikin zainurdin,tan yao xiong,nurul nadia rosli,suhaila kamarudin,atikah nurain abdul hamid,pn. zuriyaton maswati. (2019). laporan kajian pengesanan graduan 2019. - laporan kajian pengesanan graduan. 1-61. |
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zalinda othman & ruhaizan ismail. (2018). meneroka corak berjujukan untuk mengukur kadar penggunaan mesin. - . 114-131. |
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ishak yussof, chang peng kee, zalinda othman, msharifah nurina alia syed abdullah, nur shahidah abu hanifah & nurul nadia rosli. (2018). laporan kajian pengesahan graduan tahun 2016. - laporan kajian pengesahan graduan tahun 2016. . |
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jamaluddin aziz, nor fariza mohd nor, romlah jaafar, zalinda othman, afendi hamat, norsimah mat awal & azlina asaari. (2018). challenges for rural women and girls. - impact _ special issue ukm-iic2018. . |
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jamaluddin aziz, zalinda othman, nor fariza mohd nor, romlah jaafar, norsimah mat awal & afendi hamat. (2018). gendering data analytics. - impact_spesial issue ukm-iic2018. . |
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zalinda othman, soo wui shan, ishak yusoff , chang peng kee. (2018). classification techniques for predicting graduate employability. - international journal on advanced science, engineering and information technology. . |
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jamaluddin aziz, zalinda othman, nor fariza mohd nor, romlah jaffar, norsimah mat awal, afendi hamat. (2018). factors affecting rural women's leadership roles. - e-proceeding tun fatimah hashim women's leadership conference. . |
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jamaluddin aziz, zalinda othman, nor fariza mohd nor, romlah jaffar, norsimah mat awal & afendi hamat. (2018). exploring gender elements in data analytics. - e-proceeding tun fatimah hashim women leadership conference. . |
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ishak yusoff, chang peng kee, zalinda othman, mohd izwan mahmud, tan yao xiong, sharifah nurina alia, nurul ashikin zainurdin & nurul nadia rosli,. (2018). laporan kajian pengesanan graduan universiti kebangsaan malaysia tahun 2017. - . . |
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mohammed s. ibrahem, mohd zakree ahmad nazri, zalinda othman. (2018). a multi-objective particle swarm optimization for wireless sensor network deployment. - international journal of engineering and technology. . |
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mayas aljibawi, mohd zakree ahmaf nazri, zalinda othman. (2018). a survey on clustering density based data stream algorithm. - international journal of engineering & technology. 147-153. |
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nur hidayah azman & zalinda othman. (2017). ssitem e-daftar. - . 1-13. |
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muhammad haziq saifudin & zalinda othman. (2017). aplikasi mudah alih jomdaftar. - cait-dmo-2017-19. . |
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rafidah abdul aziz, masri ayob, zalinda othman, zulkifli ahmad and nasser r. sabar. (2017). an adaptive guided variable neighborhood search based on honey-bee mating optimization algorithm for the course timetabling problem. - soft computing. 6755-6765. |
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raja mohd tariqi raja lope ahmad, zalinda othman, muriati mukhtar, 3mohd fahmi mohamad amran, wan azlan wan hassan@wan harun, azhar hamid, suziyanti marjudi. (2016). awareness, perception & barrier: an empirical study of campus erp implementation. - journal of theoretical and applied information technology. 424-432. |
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rafidah abdul aziz, masri ayob, zalinda othman, zulkifli ahmad & nasser r. sabar. (2016). an adaptive guided variable neighborhood search based on honey-bee mating optimization algorithm for the course timetabling problem. - negative associative clas. . |
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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. . |
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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. |
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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. |
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raja mohd tariqi raja lope ahmad, mohd fahmi mohamad amran, zalinda othman, muriati mukhtar. (2015). validation of erp implementation framework for private institution of higher learning (pihl) indelphi technique. - international journal of computer applications. 914. |
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seyyedali fattahi, zalinda othman, zulaiha ali othman. (2015). new approach for imbalanced biological dataset classification. - journal of theoretical and applied information technology. 40-57. |
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seyyedali fattahi, zalinda othman, zulaiha ali othman. (2015). new approach with ensemble method to address class imbalance problem. - journal of theoretical and applied information technology. 23-33. |
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fatemeh boobord, zalinda othman, and azuraliza abu bakar. (2015). a wk-means approach for clustering. - international arab journal of information technology. 489-493. |
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amin jula, zalinda othman, elankovan sundararajan. (2015). imperialist competitive algorithm with proclus classifier for service time optimization in cloud computing service composition. - expert systems with applications. 135-145. |
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norazam arbin, nur suhailayani suhaimi, nurul zafirah mokhtar & zalinda othman. (2015). comparative analysis between k-means and k-medoids for statistical clustering. - third international conference on artificial intelligence, modelling and simulation. . |
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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. |
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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. - . . |
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tamer hassan abd el salam, zalinda othman, dr. abdul razak hamdan. (2014). optimizing similarity search using symbolic recently-biased methodology. - australian journal of basic and applied sciences. 57-67. |
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tamer hassan abd el salam*, zalinda othman, abdul razak hamdan. (2014). similarity search optimization using recently-biased symbolic representation. - international journal of basic and applied sciences. 101-109. |
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amin jula, elankovan sundararajan, zalinda othman. (2014). cloud computing service composition - a systematic literature review. - expert systems and applications. 41(8):3809-3824. |
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ruhaizan ismail, zalinda othman & azuraliza abu bakar. (2014). analysis of time series mining in manufacturing problems. - the asian conference on technology, information and society. . |
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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. . |
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muhammad fansuri mohd zahari, and zalinda othman. (2014). a comparison of artificial neural network, double exponential smoothing and expert judgement for customer demand forecasts in pharmaceutical industry : a case study. - proceedings knowledge management international conference (kmice) 2014 / universiti utara malaysia, sintok kedah. 343-347. |
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nur suhailayani suhaimi, siti nur kamaliah kamarudin, zalinda othman & norazam arbin. (2014). multi-objective genetic algorithm in solving conflicted goals for questions generating problem.. - 2014 fifth international conference on intelligent systems, modelling and simulation, kuala lumpur. . |
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amin jula, hamid nilsaz, elankovan sundararajan & zalinda othman. (2014). a new dataset and benchmark for cloud computing service composition. - 2014 fifth international conference on intelligent systems, modelling and simulation. . |
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rafidah abdul aziz, masri ayob, zalinda othman, hafiz mohd sarim. (2013). adaptive guided variable neighborhood search. - journal of applied sciences. 13(6):883-888. |
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hamzah ali alkhazaleh, masri ayob, zalinda othman and zulkifli ahmad. (2013). constructive heuristics for team orienteering problems. - journal of applied sciences. 13(6):876-882. |
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ruhaizan ismail, zalinda othman, azuraliza abu bakar. (2013). a production schedule generator framework based on genetic algorithm. - journal of convergence information technology. 581-588. |
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nur suhailayani suhaimi, zalinda othman. (2013). hybridization of case-based reasoning and genetic algorithm in exam questions retrieval. - world academy of science, engineering and technology. 74:475-478. |
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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. |
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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. |
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hamzah ali alkhazaleh, masri ayob, zalinda othman and zulkifli ahmad. (2013). diversity measurement for a solution of team orienteering problem. - international journal of advancements in computing technology. 21-28. |
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amin jula, zalinda othman, elankovan sundararajan. (2013). a hybrid imperialist competitive-gravitational attraction search algorithm to optimize cloud service composition. - 2013 ieee workshop on memetic computing (mc). . |
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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). . |
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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. |
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zalinda othman, huda fathi eshames. (2012). abnormal patterns detection in control charts using classification techniques. - international journal of advancements in computing technology. 4(10):61-79. |
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kaban, a. k.; othman, z. & rohmah, d. s.. (2012). comparison of dispatching rules in job-shop scheduling problem using simulation: a case study. - international journal of simulation modelling. 11(3):129-140. |
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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. |
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rafidah abdul aziz, masri ayob, zalinda othman. (2012). the effect of learning mechanism in variables neighborhood search. - 2012 4th conference on data mining and optimization, dmo 2012;langkawi. . |
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rafidah abdul aziz, masri ayob and zalinda othman. (2011). a case study of practical course timetabling problems. - journal of computer science and network security. 11(10):152-155. |
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raja mohd tariqi raja lope ahmad, zalinda othman, muriati mukhtar. (2011). campus erp implementation framework for private institution of higher learning environment in malaysia. - wseas transactions on advances in engineering education. 8(1):1-12. |
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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. . |
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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). . |
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hatamlou, a., abdullah, s., othman, z.. (2011). gravitational search algorithm with heuristic search for clustering problems. - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. . |
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raja lope ahmad, r.m.t.b., othman, z., mukhtar, m.. (2011). erp implementation framework for malaysian private institution of higher learning. - 2011 international conference on electrical engineering and informatics, iceei 2011; bandung. . |
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mohemad r., hamdan a.r., othman z.a., mohamad noor n.m.. (2011). modelling ontology for supporting construction tender evaluation process. - 2011 international conference on semantic technology and information retrieval, stair 2011; putrajaya. . |
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masri ayob!, abdul razak hamdan, salwani abdullah, zalinda othman, mohd zakree ahmad nazri, kiftiah abd razak, rohana tan, norashikin baharom, hilmiah abd ghafar, rashidah md dali and nasser r. (2011). intelligent examination timetabling software. - procedia social and behavioral sciences -kongres pengajaran dan pembelajaran ukm, 2010. . |
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zalinda othman, mohammad-reza rostamian delavar, sarah behnam and sina lessanibahri. (2011). adaptive genetic algorithm for fixed-charge transportation problem. - international multiconference of engineers and computer scientists 2011, imecs 2011;kowloon hong kong. . |
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zalinda othman. (2010). penggunaan kaedah algoritma genetik dalam permasalahan penjadualan pcb: kajian kes di industri elektronik. - jurnal kejuruteraan. 22:63-74. |
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aricko khena kaban, zalinda othman, shahnorbanun sahran. (2010). combining modeling techniques for conceptual model creation in manufacturing simulation . - the 11th asia pacific industrial engineering and management systems conference the 14th asia pacific regional meeting of international foundation for production research. . |
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khadija mohammad al-aidaroos, azuraliza abu bakar and zalinda othman. (2010). naïve bayes variants in classification learning. - international conference on information retrieval & knowledge management (camp) 2010. . |
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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. . |
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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. . |
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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). . |
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zalinda othman, sophia jamila zahra and zulaiha ali othman. (2010). demand forecasting using artificial intelligence techniques. - proceedings of the 2nd malaysian joint conference on artificial intelligence (mjcai 2010). . |
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raja mohd tariqi b. raja lope ahmad, zalinda othman and muriati mukhtar. (2010). a preliminary study on the implementation of enterprise resource planning in malaysian private higher institution : a case study. - international symposium on information technology (itsim 2010). . |
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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. . |
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zulaiha ali othman, azuraliza abu bakar, zalinda othman, suzanna rosli. (2009). development of the data preprocessing agent?s knowledge for data mining using rough set theory. - rskt 2009 lncs 5589. 87-93. |
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mustafa s.a., kamaruddin s., othman z., mokhtar m.. (2009). the effect of ergonomics applications in work system on mental health of visual display terminal workers. - european journal of scientific research. 31(3):341-354. |
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ruhaizan ismail, zalinda othman, azuraliza abu bakar. (2009). data mining in production planning and scheduling: a review. - 2009 2nd conference on data mining and optimization. . |
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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. . |
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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. . |
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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. . |
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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). . |