Now showing items 1-12 of 12

    • A modified intelligent water drops algorithm and its application to optimization problems

      Alijla, Basem O; Wong, Li-Pei; Lim, Chee Peng; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Pergamon, 2014)
      The Intelligent Water Drop (IWD) algorithm is a recent stochastic swarm-based method that is useful for solving combinatorial and function optimization problems. In this paper, we investigate the effectiveness of the ...
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      An ensemble of intelligent water drop algorithm for feature selection optimization problem

      Alijla, Basem O; Lim, Chee Peng; Wong, Li-Pei; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Elsevier, 2018)
      Master River Multiple Creeks Intelligent Water Drops (MRMC-IWD) is an ensemble model of the intelligent water drop, whereby a divide-and-conquer strategy is utilized to improve the search process. In this paper, the potential ...
    • An ensemble of intelligent water drop algorithms and its application to optimization problems

      Alijla, Basem O; Wong, Li-Pei; Lim, Chee Peng; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Elsevier, 2015)
      The Intelligent Water Drop (IWD) algorithm is a recent stochastic swarm-based method that is useful for solving combinatorial and function optimization problems. In this paper, we propose an IWD ensemble known as the ...
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      Flow-Based IDS for ICMPv6-Based DDoS Attacks Detection

      Elejla, Omar E; Anbar, Mohammed; Belaton, Bahari; Alijla, Basem O (Springer Berlin Heidelberg, 2018)
      The Internet Control Message Protocol version Six (ICMPv6) is categorized as the most important part of the Internet Protocol version Six (IPv6) due to its core functionalities. However, ICMPv6 protocol is vulnerable to ...
    • Fuzzy rough set approach for selecting the most significant texture features in mammogram images

      Alijla, Basem O; Khader, Ahamad Tajudin; Peng, Lim Chee; Al-Betar, Mohammed Azmi; Pei, Wong LI (IEEE, 2013)
      Breast cancer is one of the most deadly related diseases in women across the world. The survival rate among the patients with the breast cancer will increase, if the disease is detected earlier. Mammogram analysis is one ...
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      Intelligent water drops algorithm for rough set feature selection

      Alijla, Basem O; Peng, Lim Chee; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Springer, Berlin, Heidelberg, 2013)
      In this article; Intelligent Water Drops (IWD) algorithm is adapted for feature selection with Rough Set (RS). Specifically, IWD is used to search for a subset of features based on RS dependency as an evaluation function. ...
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      IPv6 OS Fingerprinting Methods

      Elejla, Omar E; Belaton, Bahari; Anbar, Mohammed; Alijla, Basem O (Springer, Cham, 2017)
      IPv6 is the new communication protocol which will eventually replace IPv4 is suffering from different security issues. As an initial step to understand IPv6 networks and their vulnerabilities it is of critical importance ...
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      Modified and Ensemble Intelligent Water Drop Algorithms and Their Applications

      Alijla, Basem O (2015)
      1.1 Introduction Optimization is a process that concerns with finding the best solution of a given problem from among the possible solutions within an affordable time and cost (Weise et al., 2009). The first step in the ...
    • Neural network-based minutiae extraction for fingerprint verification system

      Alijla, Basem O; Saad, Motaz K; Issawi, Sally F (IEEE, 2017)
      Fingerprint is one of the most important biometrics that has been employed for verification systems. Fingerprint is characterized by two fundamental properties; Easy to acquire, and it is unique for each person. This paper ...
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      Oiahcr: online isolated arabic handwritten character recognition using neural network.

      Alijla, Basem O; Kwaik, Kathrein (2012)
      In this paper, an online isolated Arabic handwritten character recognition system is introduced. The system can be adapted to achieve the demands of hand-held and digital tablet applications. To achieve this goal, despite ...
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      WikiDocsAligner: An Off-the-Shelf Wikipedia Documents Alignment Tool

      Saad, Motaz K; Alijla, Basem O (Institute of Electrical and Electronics Engineers (IEEE), 2017-05)
      Wikipedia encyclopedia is an attractive source for comparable corpora in many languages. Most researchers develop their own script to perform document alignment task, which requires efforts and time. In this paper, we ...
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      β-hill climbing algorithm for Sudoku game

      Al-Betar, Mohammed Azmi; Awadallah, Mohammed A; Bolaji, Asaju La'aro; Alijla, Basem O (IEEE, 2017)
      In this paper, β-Hill Climbing algorithm, the recent local search-based meta-heuristic, are tailored for Sudoku puzzle. β-Hill Climbing algorithm is a new extended version of hill climbing algorithm which has the capability ...