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Classification technique for face-spoof detection in artificial neural networks using concepts of machine learning
(Brac University, 2021-06)
In biometric technology, face recognition techniques are considered the most signif icant research area. This technology is abundantly used in security services, smart
cards, surveillance, social media, and ID verification. ...
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 ...
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 ...
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 ...
A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
(Brac University, 2021-01)
Analyzing data on the populace involved in BRAC’s Skills Development Programme (SDP), receiving training for jobs and businesses in the informal sector of the economy, research aims to predict and/or classify whether or ...
Analysis of the impact of online education using EEG signals and machine learning algorithms
(Brac University, 2021-01)
Online learning has allowed students from different walks of life to access a vast
amount of information, allowing them to gain new skills. However, only having
access to that information does not mean that the students ...
Mobile sensors based human activity recognition using machine learning with explainable ML
(Brac University, 2021)
Based on the data collected from the sensors of smartphone a region that has garnered a lot of interest has a consequence of the growing popularity in the numerous
variety for pertaining to applications(i.e. Real world ...
Gene classification and pattern analysis using data mining and machine learning techniques
(Brac University, 2021-06)
Gene classification and pattern extraction from gene sequence data is essential in
understanding different gene sequence features. The field of gene expression data
analysis has grown in the past few years from being ...