Improved Arabic characters recognition by combining multiple machine learning classifiers

M Alabbas, RS Khudeyer, S Jaf - … International Conference on …, 2016 - ieeexplore.ieee.org
In this paper, we investigate a range of strategies for combining multiple machine learning
techniques for recognizing Arabic characters, where we are faced with imperfect and …

[图书][B] Textual entailment for modern standard arabic

M Alabbas - 2013 - search.proquest.com
This thesis explores a range of approaches to the task of recognising textual entailment
(RTE), ie determining whether one text snippet entails another, for Arabic, where we are …

POS-tagging Arabic texts: A novel approach based on ant colony

CZB Othmane, FB Fraj, I Limam - Natural Language Engineering, 2017 - cambridge.org
The specificities of the Arabic language, mainly agglutination and vocalization make the task
of POS-tagging more difficult than for Indo-European languages. Consequently, POS …

Impact of gaussian noise for optimized support vector machine algorithm applied to medicare payment on raspberry pi

SA Kulkarni, V Gurpur, C King, A Koval - Informatica, 2021 - informatica.si
A relatively large dataset coupled with efficient but computationally slow machine learning
algorithm poses a great deal of challenge for Internet of Things (IoT). On the contrary, Deep …

Combining machine learning classifiers for the task of arabic characters recognition

S Jaf, M Alabbas, RS Khudeyer - International Journal of …, 2018 - sure.sunderland.ac.uk
There is a number of machine learning algorithms for recognizing Arabic characters. In this
paper, we investigate a range of strategies for multiple machine learning algorithms for the …

[PDF][PDF] SAP: standard Arabic profiling toolset for textual analysis

K Nahar, A Al Eroud, M Barahoush… - International Journal of …, 2019 - researchgate.net
(SAP) toolset that helps researchers for textual analysis and comparing between different
Arabic corpora. Since tools for Arabic language are needed, we present the SAP toolset to …

Ensemble morphosyntactic analyser for classical Arabic

AMS Alosaimy, E Atwell - Leeds Proceedings, 2016 - eprints.whiterose.ac.uk
In Modern Standard Arabic text (MSA), there are at least seven available morphological
analysers (MA). Several Part-of-Speech (POS) taggers use these MAs to improve accuracy …

[PDF][PDF] 结合机器学习分类器的多字体阿拉伯语隔离字符识别

RS Khudeyer, M Alabbas, M Radif - 西南交通大学学报, 2020 - un.uobasrah.edu.iq
摘要如今, 光学字符识别是最成功的自动模式识别应用程序之一. 关于识别拉丁文和中文字符
已经完成了许多工作. 然而, 很少进行识别阿拉伯字符的研究的原因是与其他字符相比 …

[引用][C] Multi-font arabic isolated character recognition using combining machine learning classifiers

RS Khudeyer, M Alabbas, M Radif - journal of southwest jiaotong university, 2020