[HTML][HTML] Bengali text document categorization based on very deep convolution neural network

MR Hossain, MM Hoque, N Siddique… - Expert Systems with …, 2021 - Elsevier
In recent years, the amount of digital text contents or documents in the Bengali language has
increased enormously on online platforms due to the effortless access of the Internet via …

Authorship classification in a resource constraint language using convolutional neural networks

MR Hossain, MM Hoque, MAA Dewan… - IEEE …, 2021 - ieeexplore.ieee.org
Authorship classification is a method of automatically determining the appropriate author of
an unknown linguistic text. Although research on authorship classification has significantly …

Covtexminer: Covid text mining using cnn with domain-specific glove embedding

MR Hossain, MM Hoque - International Conference on Intelligent …, 2022 - Springer
The Covid-19 pandemic imposes a significant impact on human life. Due to the pandemic,
all over the globe is reducing physical communication and increasing virtual communication …

CoBertTC: Covid-19 text classification using transformer-based language models

MR Hossain, MM Hoque - International Conference on Intelligent …, 2023 - Springer
Covid-19 has significantly impacted human life, decreasing face-to-face communication and
causing an exponential rise in virtual interactions. Consequently, online platforms like news …

Stacked Denoising Variational Auto Encoder Model for Extractive Web Text Summarization

M Yadav, R Katarya - Iranian Journal of Science and Technology …, 2024 - Springer
Extracting and concatenating distilled content from a corpus into a summary is a technique
known as extractive summarization. In recent days, extractive summarization of web text has …

Toward embedding hyperparameters optimization: Analyzing their impacts on deep leaning-based text classification

MR Hossain, MM Hoque - The Fourth Industrial Revolution and Beyond …, 2023 - Springer
In the last few years, an enormous amount of unstructured text documents has been added
to the World Wide Web because of the availability of electronics gadgets and increases the …

Multi-class Short Text Classification Using Ensemble of Deep Learning Classifier

M Jannat, E Hossain, MM Hoque… - … Conference on Intelligent …, 2022 - Springer
With the substantial outgrowth of e-commerce, social media and online news portals have
witnessed a great wave in expressing views through short text. Most textual contents are …