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References validation in scholarly articles using RoBERTa
(Brac University, 2023-05)
In the recent era of technological advancement, evaluating references and assignments and validating those are some of the primary processes to justify the authenticity of a research work in the academic sector. The purpose ...
Skin lesion classification using different CNN models
(Brac University, 2023-05)
The field of dermatoscopic image classification has gained significant attention as
there is a growing demand for early diagnosis of specific diseases. The use of deep
learning is increasingly significant in the quest ...
A multi-level random key cryptosystem based on DNA encoding and state-changing mealy machine
(Brac University, 2023-02)
Cryptography allows our data to be transmitted without giving sensitive information away. This is the art of hiding the information from the malicious third party and make the data accessible to only the sender and the ...
A healthcare digital twin system based on blockchain technology
(Brac University, 2023-04)
Digital Twin (DT) is a technology that replicates any physical phenomenon from
physical space to digital space in congruous with the physical form’s state. It does
not confine to only spatial objects, any non-spatial ...
Human activity recognition and authentication system
(Brac University, 2023-05)
Automated surveillance motion detection and video data analysis are now crucial jobs for many industries. Understanding human behavior from security video data is crucial, especially in places like banks, hospitals, ...
LRFS: online shoppers’ behavior based efficient customer segmentation model
(Brac University, 2023-02)
The popularity of online shopping has grown significantly across the globe in recent
years. This research proposes a customer segmentation model LRFS, an extended
version of LRF model, built specifically for online ...
Smart worker solution
(Brac University, 2023-09)
I made the website for the people who work daily basis to live, and could not
raise their voice for proper right because, we call them labor, in our county they
are the lowest living status people. I’ve seen all the time ...
Flood prediction using ensemble machine learning models
(2023-07)
Frequent and devastating floods in India pose a significant threat to people and
property. Accurate and real-time forecasting of floods is essential to mitigate their
impact. This thesis focuses on evaluating di↵erent ...
Efficient network traffic management and intelligent decision-making through machine learning and DNS log analysis
(Brac University, 2023-08)
This research presents a comprehensive approach to network traffic management
and analysis by leveraging DNS log analysis, machine learning techniques, and
Software-Defined Networking (SDN) integration. In an office ...
MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network
(Brac University, 2023-09)
Facial-Expression recognition is a very intriguing field of research, due to the complexity
in its approach and applicability of widely available databases. However,
Micro-expression recognition is quite a vague yet ...