prof. dr. salwani binti abdullah

pensyarah universiti

pusat kajian teknologi kecerdasan buatan (cait)

 salwani@ukm.edu.my

No. rasmi:
UKM : 03 8921 5555



   Biografi/ Biography :

  • She obtained her BSc in Computer Science from Universiti Teknologi Malaysia and her master degree specialising in Computer Science from Universiti Kebangsaan Malaysia (UKM). She did her PhD in Computer Science at The University of Nottingham, United Kingdom. Now, she is a Professor in Computational Optimization at the Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia. Her research interest falls under Artificial Intelligence and Operation Research, particularly computational optimization algorithms (heuristic and meta-heuristic, evolutionary algorithms, local search) that involve different real world applications for single and multi-objective continuous and combinatorial optimization problems such as timetabling, scheduling, routing, nurse rostering, dynamic optimization, data mining problems (feature selection, clustering, classification, time-series prediction), intrusion detection and search based software testing.

  • abdullah muhammad, salwani abdullah, nor samsiah sani.  (2021).  optimization of sentiment analysis using teaching-learning based algorithm.  - computers, materials & continua.  1783-1799. 

     

    muataz salam al-daweri, salwani abdullah, khairul akram zainol ariffin.  (2021).  importance of applying a homogeneous ensemble for the intrusion detection system.  - data analytic and optimization seminar (daos 2021).  69-73. 

     

    muataz salam al-daweri, salwani abdullah, khairul akram zainol ariffin.  (2021).  a homogeneous ensemble based dynamic artificial neural network for solving the intrusion detection problem.  - international journal of critical infrastructure protection.  1-23. 

     

    najmeh sadat jaddi, salwani abdullah.  (2021).  a novel auction-based optimization algorithm and its application in rough set feature selection.  - ieee access.  10650-10651. 

     

    shuping dang, jiashen tang, jun li, miaowen wen, salwani abdullah, and chengzhong li.  (2021).  combined relay selection enabled by supervised machine learning.  - ieee transactions on vehicular technology.  3838-3943. 

     

    abdullah muhammad, salwani abdullah, nor samsiah sani.  (2021).  optimization of sentiment analysis using teaching-learning based algorithm.  - computers, materials & continua.  1783-1799. 

     

    najmeh sadat jaddi, salwani abdullah.  (2021).  a novel auction-based optimization algorithm and its application in rough set feature selection.  - ieee access.  10650-10651. 

     

    muataz salam al-daweri, salwani abdullah, khairul akram zainol ariffin.  (2021).  a homogeneous ensemble based dynamic artificial neural network for solving the intrusion detection problem.  - international journal of critical infrastructure protection.  1-23. 

     

    salwani abdullah, ayad turky, mohd zakree ahmad nazri, and nasser r. sabar.  (2021).  an evolutionary variable neighbourhood search for the unrelated parallel machine scheduling problem.  - ieee access.  42857-42867. 

     

    shuping dang, jiashen tang, jun li, miaowen wen, salwani abdullah, and chengzhong li.  (2021).  combined relay selection enabled by supervised machine learning.  - ieee transactions on vehicular technology.  3838-3943. 

     

    say leng goh, graham kendall, nasser r. sabar, salwani abdullah.  (2020).  an effective hybrid local search approach for the post enrolment course timetabling problem.  - opsearch.  1131-1163. 

     

    najmeh sadat jaddi dan salwani abdullah.  (2020).  global search in single-solution-based metaheuristics.  - data technologies and applications.  275-296. 

     

    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. 

     

    gadeer mahmood alathamneh, salwani abdullah, nor samsiah sani.  (2019).  genetic algorithm selection strategies based rough set for attribute reduction.  - international journal of computer science and network security.  187-194. 

     

    mohd zakree ahmad nazri, tri basuki kurniawan, abdul razak hamdan, salwani abdullah, mohammed azlan mis.  (2018).  pembangunan taksonomi dari teks melayu menggunakan algoritma kunang-kunang pembahagi dua sama.  - gema online journal of language studies. 

     

    malek alzaqebah , salwani abdullah, sana jawarneh.  (2016).  bee algorithm for the vehicle routing problems with time windows.  - proc. of the fifth intl. conf. on advances in computing, control and networking - accn 2016 copyright © institute of research engineers and doctors, usa.  145-148. 

     

    saif kifah, salwani abdullah, yahya z. arajy.  (2015).  intelligent double treatment iterative algorithm for attribute reduction problems.  - fourth inns symposia series on computational intelligence in information systems. 

     

    sabzevari, s., abdullah, s..  (2011).  gene selection in microarray data from multi-objective perspective.  - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. 

     

    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. 

     

    mafarja m., abdullah s..  (2011).  modified great deluge for attribute reduction in rough set theory.  - 2011 8th international conference on fuzzy systems and knowledge discovery, fskd 2011, jointly with the 2011 7th international conference on natural computation, icnc`11; shanghai. 

     

    malek alzaqebah , salwani abdullah, sana jawarneh.  (2016).  bee algorithm for the vehicle routing problems with time windows.  - proc. of the fifth intl. conf. on advances in computing, control and networking - accn 2016 copyright © institute of research engineers and doctors, usa.  145-148. 

     

    saif kifah, salwani abdullah, yahya z. arajy.  (2015).  intelligent double treatment iterative algorithm for attribute reduction problems.  - fourth inns symposia series on computational intelligence in information systems. 

     

    sabzevari, s., abdullah, s..  (2011).  gene selection in microarray data from multi-objective perspective.  - 2011 3rd conference on data mining and optimization, dmo 2011; putrajaya. 

     

    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. 

     

    mafarja m., abdullah s..  (2011).  modified great deluge for attribute reduction in rough set theory.  - 2011 8th international conference on fuzzy systems and knowledge discovery, fskd 2011, jointly with the 2011 7th international conference on natural computation, icnc`11; shanghai. 

     

    abdul hadi abd rahman, shahnorbanun sahran, khairul akram zainol ariffin, salwani abdullah, mohammad faidzul nasrudin, siti norul huda sheikh abdullah, azizi abdullah, lailatul qadri zakaria, nazatul aini abd majid & sabrina tiun abdullah.  (2017).  penyelidikan komputeran dalam era revolusi industri 4.0.  - 7. 

     

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

     

    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. 

     

    zaid abdi alkareem alyasseri, ammar kamal abasi, mohammed azmi al-betar, sharif naser makhadmeh, joćo p. papa, salwani abdullah, ahamad tajudin khader.  (2021).  evolutionary data clustering: algorithms and applications.  - 21. 

     

    noor faridatul ainun zainal, salwani abdullah.  (2019).  teknologi komputeran generasi-z.  - 11. 

     

    salwani abdullah, rusmizi ab ghani, suhaila zainudin & norazwin buang.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 24. 

     

    abdul hadi abd rahman, shahnorbanun sahran, khairul akram zainol ariffin, salwani abdullah, mohammad faidzul nasrudin, siti norul huda sheikh abdullah, azizi abdullah, lailatul qadri zakaria, nazatul aini abd majid & sabrina tiun abdullah.  (2017).  penyelidikan komputeran dalam era revolusi industri 4.0.  - 7. 

     

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

     

    lilia bt. halim;nor aishah binti buang;kamisah bt. osman;azmin sham binti rambely;mohd. zaidi bin omar;salwani binti abdullah;azuraliza binti abu bakar.  (2021).  the effectiveness of blended stem mentoring program.  -

     

    abdul hadi bin abd rahman;siti norul huda bt. sheikh abdullah;salwani binti abdullah.  (2021).  cloud robotics model for multi-robot slam.  -

     

    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. 

     

    sabrina binti tiun;salwani binti abdullah.  (2020).  crowdsource requirements engineering with hybrid fuzzy approach for improving legacy systems.  -

     

    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.  -