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Computer Science
Malaysia
2025

D-Index & Metrics

Computer Science

D-Index
44
Citations
5860
World Ranking
7709
National Ranking
13

Research.com Recognitions

  • 2025 - Research.com Computer Science in Malaysia Leader Award

Overview

Salwani Abdullah is affiliated with the National University of Malaysia in Malaysia. Their research focuses primarily on computer science and engineering, with a notable emphasis on artificial intelligence and its applications.

Their body of work includes over 100 publications in the domain of computer science, alongside significant contributions in engineering. Within these broader fields, Salwani Abdullah dedicates attention to several subfields including:

  • Artificial Intelligence
  • Computer Networks and Communications
  • Information Systems
  • Industrial and Manufacturing Engineering
  • Management Science and Operations Research

The main research topics covered in their work are diverse, reflecting interdisciplinary interests. These topics include:

  • Metaheuristic Optimization Algorithms Research
  • Software Engineering Research
  • Scheduling and Timetabling Solutions
  • Software Reliability and Analysis Research
  • Network Security and Intrusion Detection
  • Blockchain Technology Applications and Security
  • Vehicle Routing Optimization Methods

Salwani Abdullah's recent notable papers include:

  • "An Analysis of the KDD99 and UNSW-NB15 Datasets for the Intrusion Detection System," 2020, published in Symmetry
  • "A Novel Resource Oriented DMA Framework for Internet of Medical Things Devices in 5G Network," 2022, published in IEEE Transactions on Industrial Informatics
  • "Salp swarm optimizer for modeling the software fault prediction problem," 2021, published in Journal of King Saud University - Computer and Information Sciences
  • "An intelligent hybrid classification algorithm integrating fuzzy rule-based extraction and harmony search optimization: Medical diagnosis applications," 2021, published in Knowledge-Based Systems
  • "Backpropagation Neural Network optimization and software defect estimation modelling using a hybrid Salp Swarm optimizer-based Simulated Annealing Algorithm," 2022, published in Knowledge-Based Systems

The venues where Salwani Abdullah most frequently publishes include:

  • IEEE Access
  • CAAI Transactions on Intelligence Technology
  • Computers, materials & continua/Computers, materials & continua (Print)
  • Knowledge-Based Systems
  • Computer Communications

Frequent collaborators in Salwani Abdullah's research include:

  • Mohammed Azmi Al-Betar
  • Say Leng Goh
  • Sofian Kassaymeh
  • Mohd Zakree Ahmad Nazri
  • Mohammad Kamrul Hasan

The scope and depth of Salwani Abdullah's research encompass various aspects of artificial intelligence and computer networks, integrated with practical applications in software reliability, network security, and industrial engineering. Their work contributes to advancing optimization algorithms, machine learning models, and hybrid techniques tailored for complex problem-solving across multiple domains.

Best Publications

  • A combined approach for clustering based on K-means and gravitational search algorithms

    Abdolreza Hatamlou;Abdolreza Hatamlou;Salwani Abdullah;Hossein Nezamabadi-pour

  • A hybrid evolutionary approach to the university course timetabling problem

    S. Abdullah;E.K. Burke;B. McCollum

  • Generating University Course Timetable Using Genetic Algorithms and Local Search

    S. Abdullah;H. Turabieh

  • Investigating Ahuja–Orlin’s large neighbourhood search approach for examination timetabling

    Salwani Abdullah;Samad Ahmadi;Edmund K. Burke;Moshe Dror

  • Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review

    Tareq Al-Moslmi;Nazlia Omar;Salwani Abdullah;Mohammed Albared

  • Optimization of neural network model using modified bat-inspired algorithm

    Najmeh Sadat Jaddi;Salwani Abdullah;Abdul Razak Hamdan

  • Using a Randomised Iterative Improvement Algorithm with Composite Neighbourhood Structures for the University Course Timetabling Problem

    Salwani Abdullah;Edmund K. Burke;Barry McCollum

  • Multi-population cooperative bat algorithm-based optimization of artificial neural network model

    Najmeh Sadat Jaddi;Salwani Abdullah;Abdul Razak Hamdan

  • A multi-population harmony search algorithm with external archive for dynamic optimization problems

    Ayad Mashaan Turky;Salwani Abdullah

  • An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems

    Shams K. Nseef;Salwani Abdullah;Ayad Mashaan Turky;Graham Kendall;Graham Kendall

  • Investigation on Image Processing Techniques for Diagnosing Paddy Diseases

    Nunik Noviana Kurniawati;Siti Norul Huda Sheikh Abdullah;Salwani Abdullah;Saad Abdullah

  • On the use of multi neighbourhood structures within a Tabu-based memetic approach to university timetabling problems

    Salwani Abdullah;Hamza Turabieh

  • An Analysis of the KDD99 and UNSW-NB15 Datasets for the Intrusion Detection System

    Muataz Salam Al-Daweri;Khairul Akram Zainol Ariffin;Salwani Abdullah;Mohamad Firham Efendy Md. Senan

  • Arabic senti-lexicon: Constructing publicly available language resources for Arabic sentiment analysis:

    Tareq Al-Moslmi;Mohammed Albared;Mohammed Albared;Adel Al-Shabi;Nazlia Omar

  • Fuzzy job-shop scheduling problems: A review

    Salwani Abdullah;Majid Abdolrazzagh-Nezhad;Majid Abdolrazzagh-Nezhad

  • A hybrid metaheuristic approach to the university course timetabling problem

    Salwani Abdullah;Hamza Turabieh;Barry Mccollum;Paul Mcmullan

  • S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem

    Majdi Mafarja;Derar Eleyan;Salwani Abdullah;Seyedali Mirjalili

  • Hybridizing firefly algorithms with a probabilistic neural network for solving classification problems

    Mohammed Alweshah;Salwani Abdullah

  • A tabu-based large neighbourhood search methodology for the capacitated examination timetabling problem

    Salwani Abdullah;Samad Ahmadi;Edmund K. Burke;Moshe Dror

  • An integrated hybrid approach to the examination timetabling problem

    Hamza Turabieh;Salwani Abdullah

  • Kidney-inspired algorithm for optimization problems

    Najmeh Sadat Jaddi;Jafar Alvankarian;Salwani Abdullah

  • Great Deluge Algorithm for Rough Set Attribute Reduction

    Salwani Abdullah;Najmeh Sadat Jaddi

Frequent Co-Authors

Edmund K. Burke
Edmund K. Burke Bangor University
Majdi M. Mafarja
Majdi M. Mafarja Birzeit University
Graham Kendall
Graham Kendall MILA University
Mohammed Azmi Al-Betar
Mohammed Azmi Al-Betar Ajman University of Science and Technology
Rong Qu
Rong Qu University of Nottingham
Siti Mariyam Shamsuddin
Siti Mariyam Shamsuddin University of Technology Malaysia
Uwe Aickelin
Uwe Aickelin University of Melbourne
Moshe Dror
Moshe Dror University of Arizona
Houbing Song
Houbing Song University of Maryland, Baltimore County
Siti Kartom Kamarudin
Siti Kartom Kamarudin National University of Malaysia

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