Document-level text classification using single-layer multisize filters convolutional neural network

MP Akhter, Z Jiangbin, IR Naqvi, M Abdelmajeed… - IEEE …, 2020 - ieeexplore.ieee.org
The rapid growth of electronic documents are causing problems like unstructured data that
need more time and effort to search a relevant document. Text Document Classification …

Classifying promotion images using optical character recognition and Naïve Bayes classifier

P Phoenix, R Sudaryono, D Suhartono - Procedia Computer Science, 2021 - Elsevier
Promotion is one of the most effective ways to promote a business, and most people love
promotions. Usually these businesses announce their promo by uploading images to social …

Exploring deep learning approaches for Urdu text classification in product manufacturing

MP Akhter, Z Jiangbin, IR Naqvi… - Enterprise Information …, 2022 - Taylor & Francis
From last decade, machine learning (ML) techniques have been used for Urdu text
processing. Due to lack of language resources, potential of deep learning (DL) models have …

Evaluation of Maestro, an extensible general-purpose data gathering and data classification platform

AM Serra, J Estima, AR da Silva - Information Processing & Management, 2023 - Elsevier
Various tools are available to help navigate and manage the vast amount of data on the
Web that is constantly growing. However, automatically searching, gathering, and classifying …

Identifying fake news in Indonesian via supervised binary text classification

A Rusli, JC Young, NMS Iswari - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Fake news detection has gained growing interest from both the industry and research
community all around the world, including Indonesia. Based on recent surveys, people could …

Generating image description on Indonesian language using convolutional neural network and gated recurrent unit

AA Nugraha, A Arifianto - 2019 7th International Conference …, 2019 - ieeexplore.ieee.org
Recently, research on image captioning is to generate the proper description for an image
given in English. No previous research has been found on image captioning to generating …

An experimental study of text preprocessing techniques for automatic short answer grading in Indonesian

U Hasanah, T Astuti, R Wahyudi, Z Rifai… - 2018 3rd …, 2018 - ieeexplore.ieee.org
The preprocessing phase in information retrieval is intended to reduce the size of the text.
Previous studies have used many preprocessing techniques in several applications such as …

A COPRAS-based Approach to Multi-Label Feature Selection for Text Classification

SS Mohanrasu, K Janani, R Rakkiyappan - Mathematics and Computers in …, 2024 - Elsevier
In this article, we present a novel approach for text classification feature selection using a
pseudo-relation matrix constructed with ridge regression. This approach involves generating …

Multi-class text classification of uzbek news articles using machine learning

IM Rabbimov, SS Kobilov - Journal of Physics: Conference …, 2020 - iopscience.iop.org
A large amount of online news on various topics is being posted on the Internet. One of the
tasks of processing this data is to provide the user with appropriate methods and tools for …

The analysis model of impolite Indonesian language use

M Anwar, F Murtadho, E Boeriswati, G Yarmi… - Linguistics and Culture …, 2021 - lingcure.org
This research was based on the reality of the use of Indonesian language on social media
that was vulgar, destructive, full of blasphemy, scorn, sarcasm, and tended to be provocative …