An empirical study of machine learning-based Bangla news classification methods

S Rahman, SK Mithila, A Akther… - 2021 12th International …, 2021 - ieeexplore.ieee.org
Technological furtherance has enabled the attainability of enormous digitized texts.
However vast unorganized text is futile. Text classification in this regard can generate …

A comparative study of different text classification approaches for bangla news classification

K Salehin, MK Alam, MA Nabi… - … on Computer and …, 2021 - ieeexplore.ieee.org
At present, we have seen everything is getting digitized where technology almost takes full
control over our life. As a result, a massive number of textual documents are generated on …

Bangla news classification using GloVe vectorization, LSTM, and CNN

P Chowdhury, EM Eumi, O Sarkar… - Proceedings of the …, 2022 - Springer
Text mining has gained considerable popularity over the last few years. Since the
awareness of mobile media, streaming media, print media, and many other outlets are now …

A study on machine learning and deep learning methods using feature extraction for Bengali news document classification

N Humaira, H Afia, S Haque - 2021 Asian Conference on …, 2021 - ieeexplore.ieee.org
News is newly received remarkable facts about current phenomenon. Miscellaneous facts
are constantly happening in this world. Mass media helps to reach these facts to the …

Bangla document classification using character level deep learning

MM Rahman, R Sadik… - 2020 4th International …, 2020 - ieeexplore.ieee.org
Last few decades, the availability and accessibility of the Bangla document and its content
have rapidly increased due to the rapid technological advancement. Intense research needs …

[PDF][PDF] Different machine learning based approaches of baseline and deep learning models for bengali news categorization

MR Hossain, S Sarkar, M Rahman - International Journal of …, 2020 - academia.edu
Today's universe is the type of world where everyone thrives to live in virtual life. According
to the perspective of the present time, the online news portal holds a major door to that …

[PDF][PDF] Multi-category bangla news classification using machine learning classifiers and multi-layer dense neural network

S Yeasmin, R Kuri, AMH Rana… - International …, 2021 - unsworks.unsw.edu.au
Online and offline newspaper articles have become an integral phenomenon to our society.
News articles have a significant impact on our personal and social activities but picking a …

Performance comparison of different machine learning classifiers in categorizing bangla news articles

T Ahmed, RR Paul, MA Alam… - 2022 4th International …, 2022 - ieeexplore.ieee.org
In the digital age, the amount of online Bangla news has increased rapidly. For organizing
their news, each news source has its own system for categorization. Because of the …

Recent Advancements and Challenges in Bangla Textual Document Classification: A Review

K Nahar, MA Al Mahfuz… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Bengali is the world's sixth-most frequently used dialect. Natural language processing
(NLP), which enables data scientists to extract useful information from the constantly …

Strategies for enhancing the performance of news article classification in bangla: Handling imbalance and interpretation

KM Hasib, NA Towhid, KO Faruk, J Al Mahmud… - … Applications of Artificial …, 2023 - Elsevier
The rapid increase in obtainable online text data has made text categorization an important
tool for data analysts to extract relevant information on the web. However, incorrect or …