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Proper understanding on key indicators related to Industrialized Building System (IBS) is important in assisting contractors to formulate effective strategic planning for their company. This study presents a list of SWOT (Strength, Weaknesses, Opportunities, and Threats) indicators for measuring the most important or the Key Indicator (KI) with reference to Selangor construction industry. Key SWOT...
In this paper, we present a model based on the Neural Network (NN) for classifying Arabic texts. We propose the use of Singular Value Decomposition (SVD) as a preprocessor of NN with the aim of further reducing data in terms of both size and dimensionality. Indeed, the use of SVD makes data more amenable to classification and the convergence training process faster. Specifically, the effectiveness...
Dimensionality reduction is an essential task for many large-scale information processing problems such as classifying document sets, searching over Web data sets, etc. It can be used to improve both the efficiency and the effectiveness of classifiers. In this paper, a comparative study is conducted of five Dimension Reduction Techniques in the context of the Arabic text classification problem using...
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