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Now showing items 21-30 of 55
A deep learning approach for pneumonia classification from chest X-Ray images with ensemble modelling and explainable AI
(Brac University, 2021-06-08)
Pneumonia is one of those frightening diseases that has a high mortality rate among children and the elderly, with an estimated 2 million fatalities per year. Pneumonia affects the poorest people in Africa and Asia the most, ...
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)
In recent years, quantum computing has outperformed classical computing in many
aspects, including the advancement of approaches in Reinforcement Learning prob-
lems. Particularly, it has the power to utilize the quantum ...
Demystifying machine learning models for IOT attack detection with explainable AI
(Brac University, 2021-09)
Internet of things (IoT) dramatically is changing our lives with its newly invented
devices and applications which leads to various emerging cybersecurity challenges
or threats. The rapid growth of IoT arouses security ...
Finding ideal geographical location for businesses using machine learning technique
(Brac University, 2021-09)
The world has become a place where the economy is at the epicenter of it all. World
economic growth has paved the way for people to enrich their lives with all sorts
of blessings. A major chunk of this shift in the world's ...
Economic crisis prediction due to pandemic outbreak using machine learning
(Brac University, 2021-01)
Since pandemic disease outbreaks are causing a major financial crisis by affecting the worldwide economy of a nation, machine learning techniques are urgently required to forecast and analyze the economy for early economic ...
Prostate cancer detection using deep learning neural network with transfer learning approach
(Brac University, 2021-10)
Prostate cancer is a ubiquitous form of cancer detected among men all over the
world. It is currently the second leading cause of cancer death worldwide among
men. Research shows that about 11% of men worldwide are ...
Towards solving perception based autonomous driving assistant system
(Brac University, 2021-09)
This thesis scrutinizes the problem of perception in the self-driving car system. Selfdriving
car is the face of the future and the decade’s research focus. Tech giants
like Google, Uber, Tesla, Commai, Intel MobilEye ...
A machine learning approach to detect DeepFake videos
(Brac University, 2021-06)
DeepFake detection is important as the internet is a big part of our lives. DeepFake
photos and videos can easily mislead us into thinking something that probably did
not happen. It can also reduce trust in the media. ...
Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
(Brac University, 2021-10)
With the introduction of blockchain technology in recent years, there has been a mas sive increase in the use of Cryptocurrencies. In any event, due of the market’s un predictable behavior and excessive cost volatility, ...
Analyzing area-wise air pollution level using machine learning for a better future
(Brac University, 2021-09)
Environment consists of nature and surroundings where all living beings co-exist.
Harming the environment will in turn harm all living and non-living things alike.
One of the major concerns of environment pollution is ...