Now showing items 1-14 of 14

    • Thumbnail

      AI-Roby, Alaa M. El-Halees, Data Mining Techniques for Wind Speed Analysis”

      Marwa, F; El-Halees, Alaa M. (2010)
      Weather Data Mining is a form of Data mining concerned with finding hidden patterns inside largely available meteorological data, so that the information retrieved can be transformed into usable knowledge. In this paper ...
    • Thumbnail

      Arabic text author identification using support vector machines

      Baraka, Rebhi S.; Salem, Samar; Abu Hussien, Mona; Nayef, Nidaa; Abu Shaban, Wala (2014)
      A model for Arabic text author identification is proposed. It classifies a set of Arabic text documents with unknown authorship by capturing the style of each author through features extracted from the text. The identification ...
    • Thumbnail

      Automated recognition of urinary microscopic solid particles

      Almadhoun, Mohamed D; El-Halees, Alaa M. (Taylor & Francis, 2014)
      Urine analysis reveals the presence of many problems and diseases in the human body. Manual microscopic urine analysis is time-consuming, subjective to human observation and causes mistakes. Computer aided automatic ...
    • Thumbnail

      BH-centroids: A New Efficient Clustering Algorithm

      Elfarra, Belal K; EL Khateeb, Tayseer J; Ashour, Wesam M. (Science and Engineering Research Support Society, 2013)
      The k-means algorithm is one of most widely used method for discovering clusters in data; however one of the main disadvantages to k-means is the fact that you must specify the number of clusters as an input to the algorithm. ...
    • Thumbnail

      Classifying Muti-Class Imbalance Data

      Al-Roby, Marwa F; El-Halees, Alaa M. (2013)
      Class imbalance is one of the challenging problems for data mining and machine learning techniques. The data in real-world applications often has imbalanced class distribution. That is occur when most examples are belong ...
    • Thumbnail

      Data Mining Techniques for Wind Speed Analysis

      Al-Roby, Marwa F; El-Halees, Alaa M. (2011)
      Weather Data Mining is a form of Data mining concerned with finding hidden patterns inside largely available meteorological data, so that the information retrieved can be transformed into usable knowledge. In this paper ...
    • Thumbnail

      Distributed Data Mining On Grid Environment

      Saad, Motaz K; Abed, Ramzi (2012)
      Data mining tasks considered a very complex business problem. In this research, we study the enhancement in the speedup of executing data mining tasks on a grid environment. Experiments were performed by running two main ...
    • Thumbnail

      Implementation of data mining techniques for meteorological data analysis

      Kohail, Sarah N; El-Halees, Alaa M. (2011)
      Meteorological data mining is a form of data mining concerned with finding hidden patterns inside largely available meteorological data, so that the information retrieved can be transformed into usable knowledge. Weather ...
    • Thumbnail

      Improving Premium Domain Names Registration for .PS Domain Cctld Basing on Knowledge Discovery and Data Mining Techniques

      Alfayoumi, Ibrahim S.; Al Sarraj, Wael F. (الجامعة الإسلامية - غزة, 2017)
      Country code top-level domain represents the identity of its own country. About ten million Palestinians spread in the world belong or affiliate to the domain name (.PS), for which it represents their identity although ...
    • Thumbnail

      Knowledge Discovery of Electricity Consumption and Payment Fulfillment

      Madoukh, Suhail; El-Halees, Alaa M. (2011)
      Gaza Strip resulted in humanitarian crisis. The two reasons behind this shortage, as stated by Gaza Electricity Distribution Company (GEDCO) are: the high rate of electricity consumption and the electricity subscribers' ...
    • Thumbnail

      Malware Detection Based on Permissions on Android Platform Using Data Mining

      Nasman, Mohammed I.; Barhoom, Tawfiq S. (الجامعة الإسلامية - غزة, 2016)
      Due to the weak policy of submitting application to Google Play store, attackers developed malware to attack the users of the Android operating system with malware application or by including malicious code into applications. ...
    • Thumbnail

      Predicting user entries by using data mining algorithms

      Alhaj, Basel A; Maghari, Ashraf Y. A. (IEEE, 2017)
      The information systems are widely spread in most official institutions, and become certified in all areas of our life such as education, health and entertainment. Usability is one of the most important factors, which ...
    • Thumbnail

      Prediction of Student's Performance Using Modified KNN Classifiers

      Alfere, Sameh S; Maghari, Ashraf Y. A. (University of Palestine, 2018)
      The Educational field research using Data Mining techniques increased rapidly. The aim of Data Mining on Educational data is to discover the hidden patterns and knowledge about student's performance. This study focus on ...
    • Thumbnail

      Text Classification for Arabic Words Using Rep-Tree

      Naji, Hamza A.; Ashour, Wesam M. (103-110, 2016)
      The amount of text data mining in the world and in our life seems ever increasing and there’s no end to it. The concept (Text Data Mining) defined as the process of deriving high-quality information from text. It has been ...