Neural Network for Arabic text classification

F Harrag, E El-Qawasmah - 2009 Second International …, 2009 - ieeexplore.ieee.org
This paper proposes the application of Artificial Neural Network for the classification of
Arabic language documents. The automatic classification of Arabic documents using ANN …

An efficient document classification model using an improved back propagation neural network and singular value decomposition

CH Li, SC Park - Expert Systems with Applications, 2009 - Elsevier
This paper proposed a new improved method for back propagation neural network, and
used an efficient method to reduce the dimension and improve the performance. The …

[图书][B] Knowledge discovery in Al-Hadith using text classification algorithm

KMA Jbara, AT Sleit, BH Hammo - 2009 - platform.almanhal.com
ABSTRACT Machine Learning and Data Mining have been applied to language datasets to
discover patterns: such as grammar inference, grammatical word-classifications for English …

Using phrases as features in email classification

M Chang, CK Poon - Journal of Systems and Software, 2009 - Elsevier
In this paper, we report our experience on the use of phrases as basic features in the email
classification problem. We performed extensive empirical evaluation using our large email …

Combination of modified BPNN algorithms and an efficient feature selection method for text categorization

CH Li, SC Park - Information processing & management, 2009 - Elsevier
This paper proposes new modified methods for back propagation neural networks and uses
semantic feature space to improve categorization performance and efficiency. The standard …

Combining neural networks and semantic feature space for email classification

B Yu, D Zhu - Knowledge-Based Systems, 2009 - Elsevier
Email is one of the most ubiquitous and pervasive applications used on a daily basis by
millions of people worldwide, individuals and organizations more and more rely on the …

Text categorization based on combination of modified back propagation neural network and latent semantic analysis

W Wang, B Yu - Neural computing and applications, 2009 - Springer
This paper proposed a new text categorization model based on the combination of modified
back propagation neural network (MBPNN) and latent semantic analysis (LSA). The …

Text and hypertext categorization

H Benbrahim, M Bramer - Artificial Intelligence An International Perspective …, 2009 - Springer
Automatic categorization of text documents has become an important area of research in the
last two decades, with features that make it significantly more difficult than the traditional …

Federated databases as a basis for infrastructure supporting epidemiological research

R Fomkin, M Stenbeck, JE Litton - 2009 20th International …, 2009 - ieeexplore.ieee.org
Data on the Swedish population are stored in many registers located in different authorities.
These data are crucial for epidemiological and other register-based research. We are …

[PDF][PDF] Feature Reduction for Neural Network in Determining the Bloom's Cognitive Level of Question Items

JH Chai - 2009 - eprints.utm.my
The concept of Bloom's taxonomy has broadly implemented as a guideline in designing a
reasonable examination question paper that consist of question items belonging to various …