Search
Now showing items 71-80 of 131
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, ...
Predicting brain age from EEG signals using machine learning and neural network
(Brac University, 2022-05)
The objective of this study was to develop a technique for calculating the ages of people’s
brains by analyzing EEG data signals and using machine learning algorithms
on a Raspberry Pi. We employed many machine learning ...
Visual object classification from fMRI data
(Brac University, 2022-01)
Computing devices were once limited in just calculating arithmetic. Whereas, in
modern computing, complex task like object classi cation or recognition has become
so popular that even our smart devices cannot be thought ...
Analyzing optimization landscape of recent policy optimization methods in deep RL
(Brac University, 2022-05)
In this work we will analyze control variates and baselines in policy optimization
methods in deep reinforcement learning (RL). Recently there has been a lot of
progress in policy gradient methods in deep RL, where ...
RetinalNet-500: a newly developed CNN model for eye disease detection
(Brac University, 2022-05)
Fundus images are commonly used by medical experts like ophthalmologists, which
are very helpful in detecting various retinal disorders. They used this to diagnose
the different types of eye diseases like Cataracts, ...
Brain hemorrhage detection using hybrid machine learning algorithm
(Brac University, 2022-01)
Machine learning (ML) helps computers learn and program data without humans’
help. According to data scientists, machine learning can extract 60% high-quality
information, reduce the cost up to 46%, and increase operation ...
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 ...
Classification of Bangladeshi soil texture using convolutional neural network
(Brac University, 2022-09-29)
In agriculture, soil is one of the most potential output sources. That is why, if
we can foresee the soil’s nature and how it will turn in the future as well as it’s
other qualities, we may achieve adequate monitoring ...
Sentiment analysis on Bangladesh airlines review data using machine learning
(Brac University, 2022-02)
A common means of transportation in our everyday lives is air travel. As a result, it's
no surprise that more and more customers are posting their airline reviews online.
However, in the age of machine learning, it would ...
Demand forecasting on supply chain using ML and NN
(Brac University, 2022-05)
Demand forecasting is mainly a process whereby analyzing historical sales data,
strategic and operational strategies are devised in order to estimate customer demand.
One of the most fundamental aspects of supply chain ...