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A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
(Brac University, 2021-01)
Water is a vital element in our environment but day by day water pollution is
increasing in an alarming rate in our country. In Bangladesh’s perspective, industries
such as textile and ready-made garments (RMG) contribute ...
A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
(Brac University, 2022-09)
Data innovation has moved quickly in recent years, and various unfavorable alter ations have been made to the network medium. Social media platforms like Face book, Twitter, and Instagram are becoming more and more popular ...
FakeDetect: Bangla fake news detection model based on different machine learning classifiers
(Brac University, 2021-06)
Information is power although fake information can have severe consequences when
it gets viral. Living in the era of social media is like always getting influenced
by the news of the online world even though it is fake. ...
Human Activity Recognition using wearable body sensor by machine learning approach
(Brac University, 2019-12)
The prevalence of electronics devices and the increase in computer resources, like
networking, storage, accessibility and sensor capacity, have significantly improved
the lives of humans. Now a days most smart devices ...
Bangla grammar and spelling check using machine learning
(Brac University, 2023-01)
Bangla, or Bengali, is one of the world’s most spoken languages, with hundreds of
millions of native speakers worldwide. Thousands of books are written in the Bangla
language every year, and millions of people register ...
Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
(Brac University, 2022-05)
Cyberbullying which is defined as bullying perpetrated through the use of informa tion and communication technology is a serious problem nowadays. As a result of
the invention of social networks friendships through different ...
SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
(Brac University, 2021-01)
Importance of cyber-security in protecting our valuable data and information is huge in this era of technology. Since numerous amounts of
cyber-attacks take place every day, the development of a more secured
system so ...
Deep Learning based Medicinal Plants Leaf Recognition
(Brac University, 2022-09)
Plants assume a significant part in Earth’s nature by giving food, cover and keeping
a solid environment.These plants contain some significant therapeutic qualities. Due
to having fewer negative side effects and being ...
Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
(Brac University, 2021-06)
It is known to all that the existence of life is highly dependent on the weather.
Due to the unfavorable condition of current global weather the existence of life is in
danger already. Since for the existence of lives a ...
Examining lexical and grammatical difficulties in Bengali language using NLP with machine learning
(Brac University, 2021-01)
Speech is the most relevant form of communication between individuals whereas computer systems use basic form of text or images Speech synthesis deals with the artificial production of speech, and a Speech-to-Text (STT) ...