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Graph data mining-based community clustering for gender-biased community detection of social media
(Brac University, 2023-05)
One of the alarming and uprising issues of the world is gender inequality in recent decades. It is a widespread problem that affects people all around the world, albeit its manifestations and severity vary depending on ...
Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
(Brac University, 2023-01)
The livestock industry is a vital component of the global economy, with a value estimated at over $1.4 trillion. However, the health of livestock animals is frequently
threatened by infectious diseases, which can have ...
Federated ensemble-learning for transport mode detection in vehicular edge network
(Brac University, 2023-01)
Transport Mode detection has become a crucial part of Intelligent Transportation
Systems (ITS) and Traffic Management Systems due to the recent advancements in
Artificial Intelligent (AI) and the Internet of Things (IoT). ...
Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
(Brac University, 2023-01)
Deep learning technologies developed at an exponential rate throughout the years.
Starting from Convolutional Neural Networks (CNNs) to Involutional Neural Networks
(INNs), there are several neural network (NN) architectures ...
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 ...
Finding location-specific aggregated air quality index with smartphone images using deep convolutional neural network
(Brac University, 2023-01)
Although smartphones have already become the de facto tool for environmental
health research for their ubiquity and portability, utilizing them in finding location specific aggregated air quality index based on PM2.5 ...
Exploring the barriers to access feminine healthcare among marginalized women in Bangladesh and design implications
(Brac University, 2023-05)
In today’s era of information and technology for promoting and maintaining both
physical and mental health, high-quality healthcare services are crucial. Telecommu-
nications service creates an opportunity to close the ...
CancerCare: A reliable and secured self-supervising and interactive system using deep learning
(Brac University, 2023-01)
Cancer is the ultimate global health issue in the 21st century, as its burden is in creasing day by day. In the year 2020 [36], 18.1 million cancer cases were estimated,
where 9.3 million were men and 8.8 million were ...
A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
(Brac University, 2023-04)
Nowadays, social networking sites like Facebook and Twitter have become an sig-
nificant impact on our lives . We use such sites to remain in touch with one another
and as a source of news to stay informed about current ...
Stock price prediction
(Brac University, 2023-05)
Accurately predicting the stock value enables investors to earn more money, reducing
their uncertainty on whether to buy and sell. Again during the COVID-19 period,
many companies have shown a different picture of the ...