pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
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.
s rayhan kabir, mohammad kamrul hasan, salwani abdullah, tanja pavleska, rabiu aliyu abdulkadir, simi kamini bajaj. (2026). optimization of energy forecasting anomalies using lstm based time series analysis and secure federated learning. - ieee, 2025 international conference on electrical engineering and informatics (iceei), . 704 - 709.
safaa al-adwan, salwani abdullah, mohammad alweshah, sofian kassaymeh, aws al-qaisi, maen takruri, wandeep kaur ratan singh. (2026). a multi-strategy framework for enhancing harris hawks optimization for global optimization problems. - scientific reports. 1 - 42.
safaa al-adwan, salwani abdullah, mohammed alweshah, wandeep kaur ratan singh, aws al-qaisi, maen takruri, sofian kassaymeh. (2026). adaptive ensemble of multivariate filters with harris hawks optimization for feature selection in medical diagnosis. - peerj computer science. 1 - 31.
mohammad kamrul hasan, s rayhan kabir, shayla islam, salwani abdullah, muhammad attique khan, ghassen ben brahim, yang li, huda saleh abbas. (2026). edge smart meter based lstm federated learning with aes cryptographic blockchain for smart grid aiot networks. - ieee communications standards magazine . 33 - 40.
mohammad kamrul hasan, s rayhan kabir, shayla islam, salwani abdullah, thippa reddy gadekallu, huda saleh abbas. (2026). randomization based shallow and federated-deep learning for smart grid security using label-encoded vulnerabilities and distributed lstm computation. - peerj computer science. 1 - 38.
safaa al-adwan, salwani abdullah, mohammad alweshah, sofian kassaymeh, aws al-qaisi, maen takruri, wandeep kaur ratan singh. (2026). a multi-strategy framework for enhancing harris hawks optimization for global optimization problems. - scientific reports. 1 - 42.
safaa al-adwan, salwani abdullah, mohammed alweshah, wandeep kaur ratan singh, aws al-qaisi, maen takruri, sofian kassaymeh. (2026). adaptive ensemble of multivariate filters with harris hawks optimization for feature selection in medical diagnosis. - peerj computer science. 1 - 31.
mohammad kamrul hasan, s rayhan kabir, shayla islam, salwani abdullah, thippa reddy gadekallu, huda saleh abbas. (2026). randomization based shallow and federated-deep learning for smart grid security using label-encoded vulnerabilities and distributed lstm computation. - peerj computer science. 1 - 38.
najmeh sadat jaddi, salwani abdullah, zalinda othman, yazrina yahya, mohd zakree ahmad nazri, say leng goh, fatemeh alvankarian, jafar alvankarian. (2025). optimizing heart-kidney interaction for cancer detection through physiological process simulation as a decision support system. - ieee access. 79169 - 79179.
sina abdipoor, razali yaakob, say leng goh, salwani abdullah, hazlina hamdan, khairul azhar kasmiran. (2025). optimality versus generality: performance assessment of meta-heuristics in educational timetabling. - ieee access. 75679 - 75696.
najmeh sadat jaddi, salwani abdullah, mohd zakree ahmad nazri. (2021). a recurrence population-based great deluge algorithm with independent quality estimation for feature selection from academician data. - applied artificial intelligence. 1081-1105.
najmeh sadat jaddi dan salwani abdullah. (2020). global search in single-solution-based metaheuristics. - data technologies and applications. 275-296.
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.
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.
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.
mohammad kamrul hasan, s rayhan kabir, shayla islam, salwani abdullah, muhammad attique khan, ghassen ben brahim, yang li, huda saleh abbas. (2026). edge smart meter based lstm federated learning with aes cryptographic blockchain for smart grid aiot networks. - ieee communications standards magazine . 33 - 40.
safaa al-adwan, salwani abdullah, mohammad alweshah, sofian kassaymeh, aws al-qaisi, maen takruri, wandeep kaur ratan singh. (2026). a multi-strategy framework for enhancing harris hawks optimization for global optimization problems. - scientific reports. 1 - 42.
safaa al-adwan, salwani abdullah, mohammed alweshah, wandeep kaur ratan singh, aws al-qaisi, maen takruri, sofian kassaymeh. (2026). adaptive ensemble of multivariate filters with harris hawks optimization for feature selection in medical diagnosis. - peerj computer science. 1 - 31.
mohammad kamrul hasan, s rayhan kabir, shayla islam, salwani abdullah, thippa reddy gadekallu, huda saleh abbas. (2026). randomization based shallow and federated-deep learning for smart grid security using label-encoded vulnerabilities and distributed lstm computation. - peerj computer science. 1 - 38.
najmeh sadat jaddi, salwani abdullah, zalinda othman, yazrina yahya, mohd zakree ahmad nazri, say leng goh, fatemeh alvankarian, jafar alvankarian. (2025). optimizing heart-kidney interaction for cancer detection through physiological process simulation as a decision support system. - ieee access. 79169 - 79179.
s rayhan kabir, mohammad kamrul hasan, salwani abdullah, tanja pavleska, rabiu aliyu abdulkadir, simi kamini bajaj. (2026). optimization of energy forecasting anomalies using lstm based time series analysis and secure federated learning. - ieee, 2025 international conference on electrical engineering and informatics (iceei), . 704 - 709.
safaa y. al-adwan, salwani abdullah, mohammed alweshah, wandeep kaur. (2025). the impact of instance reduction on classification process in intrusion detection. - international conference on information technology (icit) innovation technologies. 236 - 241.
sofian kassaymeh, salwani abdullah, mohammed alweshah, abdelaziz i. hammouri. (2021). a hybrid salp swarm algorithm with artificial neural network model for predicting the team size required for software testing phase. - international conference on electrical engineering and informatics (iceei). 1-6.
nur afini natrah mohd asril, dahlila putri dahnil, salwani abdullah. (2019). wi-fi based smart home prototype development. - international conference on electrical engineering and informatics. 540-543.
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.
chong yu jie, nor samsiah sani, mohd zakree ahmad nazri, salwani abdullah. (2022). pengesanan dan kawalan penyakit tanaman kelapa sawit berasaskan model pembelajaran mendalam. - . 167-173.
mohd zakree ahmad nazri, nor samsiah sani & salwani abdullah. (2022). pengurusan mapan minyak sawit menggunakan pembelajaran mesin dan analitik: inovasi, hala tuju dan jurang. - . 30-54.
zaid abdi alkareem alyasseri, ammar kamal abasi, mohammed azmi al-betar, sharif naser makhadmeh, joćo p. papa, salwani abdullah, ahamad tajudin khader. (2021). eeg-based person identification using multi-verse optimizer as unsupervised clustering techniques. - algorithms for intelligent systems. 89-110.
abdul hadi abd rahman, salwani abdullah. (2021). robot berautonomi. - . 15-22.
abdul hadi abd rahman, salwani abdullah. (2021). robot didik hibur. - . 95-104.
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). garis panduan perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). prosedur operasi standard (sop) perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma mokhtar, salwani abdullah, amelia natasya abd, shafiza mohd shariff, madihah mohd saudi, monaliza sahri, azril hanafi abdullah sharwani, noridayu adnan, nelson budin. (2024). dasar perkongsian data selangor 2023. - . 39.
amelia natasya abdul wahab, siti norul huda sheikh abdullah, monaliza sahri, khairul akram zainol ariffin, umi asma mokhtar, salwani abdullah, madihah mohd saudi, shafiza mohd shariff, bakar jamili ghazali, ismail che ani. (2023). pembangunan dasar perkongsian data bagi kerajaan selangor melalui seigdx. - . 1-19.
chong yu jie, nor samsiah sani, mohd zakree ahmad nazri, salwani abdullah. (2022). pengesanan dan kawalan penyakit tanaman kelapa sawit berasaskan model pembelajaran mendalam. - . 167-173.
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). garis panduan perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). prosedur operasi standard (sop) perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma mokhtar, salwani abdullah, amelia natasya abd, shafiza mohd shariff, madihah mohd saudi, monaliza sahri, azril hanafi abdullah sharwani, noridayu adnan, nelson budin. (2024). dasar perkongsian data selangor 2023. - . 39.
dahlila putri binti dahnil sikumbang;masri binti ayob;salwani binti abdullah. (2024). integrating adaptive radio resource allocation and energy harvesting technique for future green communication systems. - . .
mohammad faidzul bin nasrudin;salwani binti abdullah;hafiz bin mohd sarim. (2023). plunge diving seabirds inspired optimization algorithm in polar coordinates. - . .
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ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Computational Optimisation (heuristic and meta-heuristic, evolutionary algorithms, local search)
Pengalaman / Experience : 15 tahun/years(s)