Investigating the effectiveness of deep learning and machine learning for bangla poems genre classification

T Mahmud, UK Das, SR Naher… - 2023 4th …, 2024 - ieeexplore.ieee.org
Bangla Poems Genre Classification is crucial for understanding and preserving cultural
heritage. In this paper, we employ both machine learning and deep learning approaches to …

Bangla font recognition using transfer learning method

S Hasan, G Rabbi, R Islam, HI Bijoy… - 2022 International …, 2022 - ieeexplore.ieee.org
Font detection and similar font suggestions are essential in computer vision, document
analysis, pattern recognition, web development, and core work for graphics designers and …

Early brain stroke prediction using machine learning

AN Tusher, MS Sadik, MT Islam - 2022 11th International …, 2022 - ieeexplore.ieee.org
The situation when the blood circulation of some areas of brain cut of is known as brain
stroke. Nowadays, it is a very common disease and the number of patients who attack by …

User perspective Bangla sentiment analysis for online gaming addiction using machine learning

AN Tusher, S Islam, MT Islam… - … Conference on I …, 2022 - ieeexplore.ieee.org
Sentiment analysis is the modern Natural Language Processing (NLP) technique for
determining the sentiment of a user. The recent COVID-19 pandemic has pushed people of …

[图书][B] Data Intelligence and Cognitive Informatics: Proceedings of ICDICI 2023

IJ Jacob, S Piramuthu, P Falkowski-Gilski - 2024 - books.google.com
The book is a collection of peer-reviewed best selected research papers presented at the
International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2023) …

Analysis of Bangla transformation of sentences using machine learning

RK Das, SS Sammi, K Kobra, MR Ajmain… - … Conference on Deep …, 2022 - Springer
In many languages, various language processing tools have been developed. The work of
the Bengali NLP is getting richer day by day. Sentence pattern recognition in Bangla is a …

A machine learning based approach to predict online gaming addiction in the context of Bangladesh

S Islam, AN Tusher, MS Mia… - 2022 13th International …, 2022 - ieeexplore.ieee.org
Online games are hazardous to one's health and well-being. Addiction to video games has
now become a concern to Bangladeshi youth. Our lives are negatively impacted by online …

Automated Phrasal Verb and Key-Phrase Checking with LSTM-Based Attention Mechanism

AN Tusher, A Anjum, MT Islam, S Das… - … on Computing and …, 2023 - ieeexplore.ieee.org
Text prediction and classification are crucial tasks in modern Natural Language Processing
(NLP) techniques. Long short-term memory (LSTM), a type of Recurrent Neural Network …

Multiple Bangla Sentence Classification using Machine Learning and Deep Learning Algorithms

M Hasan, SP Puja, MHI Bijoy, A Sattar… - 2022 13th …, 2022 - ieeexplore.ieee.org
Text classification is an essential and the most well-known topic of Artificial Intelligence as a
discipline of Natural Language Processing (NLP). Because of the abundance of textual …

Approach of Different Classification Algorithms to Compare in N-gram Feature Between Bangla Good and Bad Text Discourses

AK Bitto, MHI Bijoy, S Khan, I Mahmud… - … Techniques for Data …, 2023 - Springer
Abstract Bangla Natural Language Processing (BNLP) is a newish challenge in Artificial
Intelligence. With the rapid expansion of the Bangla language, it is now adopted on a variety …