Browsing 2023 by Author "Barkatullah, Mohammad"
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Exploring the Efficacy of BERT in Bengali NLP: A Study on Sentiment Analysis and Aspect Detection
Hossain, Md. Junayed; Abdullah, Sheikh Md.; Barkatullah, Mohammad; Monir, Md Fahad (Independent University, Bangladesh (IUB), 2023-10)The development of accurate sentiment analysis and aspect detection for the Bengali language is crucial due to the rise of Bengali language usage in digital media. Sentiment analysis and aspect detection are essential tasks ... -
Predicting the Success of Suicide Terrorist Attacks using different Machine Learning Algorithms
Hossain, Junayed; Md. Abdullah, Sheikh; Barkatullah, Mohammad; Ullah Miah, M. Saef; Bin Sarwar, Talha; Monir, Md Fahad (Independent University, Bangladesh, 2023-10)Extremism has become one of the major threats throughout the world over the past few decades. In the last two decades, there has been a sharp increase in extremism and terrorist attacks. Nowadays, terrorism concerns all ... -
Repercussion of Image Compression on Satellite Image Classification using Deep Learning Models
Hossain, Md. Junayed; Barkatullah, Mohammad; Monir, Md. Fahad; Ahmed, Tarem (Independent University, Bangladesh, 2023-08)Satellite image classification using Deep Learning (DL) algorithms is crucial for various applications such as Environmental Monitoring, Remote Sensing, and Urban Planning. The high-resolution nature of satellite images ...