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Optimizing classification efficiency with machine learning techniques for pattern matching
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 …
learning methods and a pattern-matching algorithm. This model aims to effectively …
BanglaBook: A large-scale Bangla dataset for sentiment analysis from book reviews
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 …
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
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 …
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
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 …
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
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 …
comprehending user opinions and preferences. Unfortunately, the majority of research on …
Sentiment analysis of bangla song comments: A machine learning approach
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 …
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
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 …
skyrocketed the number of people willing to use Mobile Financial Services (MFS) for their …
Predicting Student Dropout: A Machine Learning Approach
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 …
students failing to complete their studies due to various reasons such as academic …
A Hybrid Framework for Sentiment Analysis from Bangla Texts
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 …
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 …
prediction as it holds time related information. Different forecasting techniques help to …