Optimizing classification efficiency with machine learning techniques for pattern matching

BA Hamed, OAS Ibrahim, T Abd El-Hafeez - Journal of Big Data, 2023 - Springer
The study proposes a novel model for DNA sequence classification that combines machine
learning methods and a pattern-matching algorithm. This model aims to effectively …

BanglaBook: A large-scale Bangla dataset for sentiment analysis from book reviews

M Kabir, OB Mahfuz, SR Raiyan, H Mahmud… - arxiv preprint arxiv …, 2023 - arxiv.org
The analysis of consumer sentiment, as expressed through reviews, can provide a wealth of
insight regarding the quality of a product. While the study of sentiment analysis has been …

Sentigold: A large bangla gold standard multi-domain sentiment analysis dataset and its evaluation

ME Islam, L Chowdhury, FA Khan, S Hossain… - Proceedings of the 29th …, 2023 - dl.acm.org
In this study, we present a Bangla multi-domain sentiment analysis dataset, named as
SentiGOLD, developed using 70,000 samples, which was compiled from a variety of sources …

Mining user opinions: A balanced bangla sentiment analysis dataset for e-commerce

SS Shanto, Z Ahmed, AI Jony - Malaysian Journal of Science and …, 2023 - mjsat.com.my
The utilization of sentiment analysis has gained significant importance as a valuable method
for obtaining meaningful insights from textual data. The research progress in languages …

[PDF][PDF] Binary vs. multiclass sentiment classification for bangla e-commerce product reviews: A comparative analysis of machine learning models

SS Shanto, Z Ahmed, N Hossain, A Roy… - International Journal of …, 2023 - researchgate.net
Sentiment analysis, the process of determining the emotional tone of a text, is essential for
comprehending user opinions and preferences. Unfortunately, the majority of research on …

Sentiment analysis of bangla song comments: A machine learning approach

AN Tusher, SC Das, MLH Moeen… - … on System Modeling …, 2023 - ieeexplore.ieee.org
Sentiment analysis represents a contemporary approach in Natural Language Processing
used to determine the sentiment of a user. Bangla music, with its unique rhythms, melodies …

FinTech: Deep Learning-Based Sentiment Classification of User Reviews from Various Bangladeshi Mobile Financial Services

A Al Ryan, MS Mahmud, HHC Mahi, MS Hossen… - … Intelligence in Data …, 2023 - Springer
Banking has become an integral part of our lives. Fintech (Financial Technology)
skyrocketed the number of people willing to use Mobile Financial Services (MFS) for their …

Predicting Student Dropout: A Machine Learning Approach

S Deb, MSR Sammy, AN Tusher… - 2024 15th …, 2024 - ieeexplore.ieee.org
Student dropout is a pervasive problem in the education system, with a significant number of
students failing to complete their studies due to various reasons such as academic …

A Hybrid Framework for Sentiment Analysis from Bangla Texts

MMH Manik, F Haque, MMA Hashem… - … on Computer and …, 2022 - ieeexplore.ieee.org
Sentiment analysis has gained significant interest from multiple perspectives due to the rise
of user interactions on social media and the web. It assists people in choosing the best …

Time Series Forecasting of Agricultural Products Sale Using Deep Learning

MT Rahman, E Khatun, AM Asha… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Due to the massive production of data, the time series dataset is useful for time-based
prediction as it holds time related information. Different forecasting techniques help to …