Comparison of feature selection methods in Kurdish text classification

AM Saeed, S Badawi, SA Ahmed… - Iran Journal of Computer …, 2024 - Springer
The aim of this study is to investigate the impact of feature selection (FS) on the performance
of classifiers for text classification (TC) in Kurdish. TC accuracy can be adversely affected by …

Persian text classification based on topic models

P Ahmadi, M Tabandeh… - 2016 24th Iranian …, 2016 - ieeexplore.ieee.org
With the extensive growth in information, text classification as one of the text mining
methods, plays a vital role in organizing and management information. Most text …

Persian text classification via character-level convolutional neural networks

S Ghasemi, AH Jadidinejad - 2018 8th Conference of AI & …, 2018 - ieeexplore.ieee.org
Text classification is an important task in the field of text mining. Due to the ever-increasing
volume of text data on the Internet, text classification is needed more than ever before. In the …

Effect of purposeful feature extraction in high-dimensional kinship verification problem

P Alirezazadeh, A Fathi… - Journal of Computing …, 2016 - jcomsec.ui.ac.ir
Recently, researchers have shown an increased interest in kinship verification via facial
images in the field of computer vision. The matter of fact is that kinship verification is done …

Classification of Persian News Articles using Machine Learning Techniques

S Mostafavi, B Pahlevanzadeh… - Computer and …, 2021 - cke.um.ac.ir
Automatic text classification, which is defined as the process of automatically classifying
texts into predefined categories, has many applications in our everyday life and it has …

Persian Document Classification Using Deep Learning Methods

N Davari, M Mahdian, A Akhavanpour… - 2020 28th Iranian …, 2020 - ieeexplore.ieee.org
Currently, the classification issue of Persian articles is sparse, limited, and non-automatic.
So, information can be extracted from the structure of web pages that aids in the usual way …

Offering a model for persian texts classify by combination of classification methods

I Jamali, SJ Mirabedini… - Journal of Southern …, 2020 - jce.bushehr.iau.ir
To classify text information extraction techniques, natural language processing and machine
learning has been widely used general purpose of categories of documents, classified …

Markov Chain Monte Carlo Methods and Evolutionary Algorithms for Automatic Feature Selection from Legal Documents

S Pudaruth, KMS Soyjaudah, RP Gunputh - … Systems Technologies and …, 2018 - Springer
In this paper, we present three different approaches for feature selection, starting from a
naïve Markov Chain Monte Carlo random walk algorithm to more refined methods like …