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A New Model in Arabic Text Classification Using BPSO/REP-Tree

Naji, Hamza A.; Alhanjouri, Mohammed A.; Ashour, Wesam M. (الجامعة الإسلامية - غزة, 2017)
Specifying an address or placing a specific classification to a page of text is an easy process somewhat, but what if there were many of these pages needed to reach a huge amount of documents. The process becomes difficult ...
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Combining IWC and PSO to Enhance Data Clustering

Skaik, Ahmed Z.; Ashour, Wesam M. (الجامعة الإسلامية - غزة, 2017)
In this paper we propose a clustering method based on combination of the Particle Swarm Optimization (PSO) and the inverse weighted clustering algorithm IWC, It is shown how PSO can be used to find the centroids of a user ...
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Clustering large-scale data based on modified affinity propagation algorithm

Serdah, Ahmed M; Ashour, Wesam M. (De Gruyter Open, 2016)
Traditional clustering algorithms are no longer suitable for use in data mining applications that make use of large-scale data. There have been many large-scale data clustering algorithms proposed in recent years, but most ...
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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 ...
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Clustering Algorithms in Echo State Networks

Ashour, Wesam M.; Abu-Issa, Abdallatif S; Hellwich, Olaf (2016)
In this work, we develop a new method of setting the input to reservoir and reservoir to reservoir weights in echo state machines. We use a clustering technique which we have previously developed as a pre-processing stage ...
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Infected Part Detection based on Affinity Propagation Clustering

Abusulaiman, Naser S. A.; Ashour, Wesam M. (2016)
Manual identification of defected objects consumes time and effort. These leading researchers try to find out an automatic infected objects detection systems to reduce these denigrate issues, which affects trade business ...
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Traditional clustering algorithms are no longer suitable for use in data mining applications that make use of large-scale data. There have been many large-scale data clustering …

Serdah, Ahmed M; Ashour, Wesam M. (2016)
The purpose of this study was to generate more concise rule extraction from the Recursive-Rule Extraction (Re-RX) algorithm by replacing the C4. 5 program currently employed in Re-RX with the J48graft algorithm. Experiments ...
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Optimization of traveling salesman problem using affinity propagation clustering and genetic algorithm

El-Samak, Ahmad Fouad; Ashour, Wesam M. (De Gruyter Open, 2015)
Combinatorial optimization problems, such as travel salesman problem, are usually NP-hard and the solution space of this problem is very large. Therefore the set of feasible solutions cannot be evaluated one by one. The ...
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Clustering Using Optimized Gaussian Kernel Function

El-Bhissy, Kanaan; El-Faleet, Fadi; Ashour, Wesam M. (SERSC, 2014)
Clustering and segmentation algorithms that depend on Gaussian kernel function as a way for constructing affinity matrix, these algorithms like spectral clustering algorithms suffer from the poor estimation of parzen window ...
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Design and Implementation of a Selective Continuous Test Runner

El-Khoudary, Mohammed R.; Ashour, Wesam M. (2014)
In this study we present the design and implementation of a selective continuous test runner (CT) as a way of reducing the time wasted while doing regression tests. Previous studies presented only a continuous test runner ...
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The institutional repository of the Islamic University of Gaza was established as part of the ROMOR project that has been co-funded with support from the European Commission under the ERASMUS + European programme. This publication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

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Ashour, Wesam M. (59)
Fyfe, Colin (17)Aldahdooh, Raed T (3)Saad, Motaz K (3)Serdah, Ahmed M (3)Al-Afifi, Ahmed A. (2)Alzaalan, Mahmoud (2)Naji, Hamza A. (2)Abu Shmmala, Faten (1)Abu-Issa, Abdallatif S (1)... View MoreSubjectclustering (6)k-means (6)dbscan (3)data clustering (2)data mining (2)echo state machines (2)general terms data clustering algorithms (2)index terms-data clustering (2)initializing k-means (2)adaptive sigma (1)... View MoreDate Issued2010 - 2017 (43)2006 - 2009 (16)

The institutional repository of the Islamic University of Gaza was established as part of the ROMOR project that has been co-funded with support from the European Commission under the ERASMUS + European programme. This publication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

Contact Us | Send Feedback