Search
Now showing items 21-30 of 35
Crop monitoring system using image processing and environmental data
(BRAC University, 2018)
We propose advanced crop monitoring system using image processing from environmental data for faster and better yield of agriculture. In the system, we have used colour segmentation and binary masking to analyse and ...
Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
(BRAC University, 2018-12)
In recent years, detecting epileptic seizure has gained a high demand in the field of research.
It is such a common and high talked brain disorder, since more than 65 million
individuals worldwide are affected by this ...
Stock market prediction using ensemble learning
(Brac University, 2020-04)
An unpredictable sector of finance market which involves three major roles: investors, buyers and sellers is called a stock market. Also stock prices may not only change the future economy of a country but also have direct ...
Prediction of bipolar disorder from mental episodes using machine learning approach
(Brac University, 2022-06-05)
A precious gift to mankind is the ability to express their emotions or feelings and also to realize. Sometimes, an omnipresent sustained feeling or emotion can dominate a person’s behavior and affect his perception which ...
Deep Learning based Medicinal Plants Leaf Recognition
(Brac University, 2022-09)
Plants assume a significant part in Earth’s nature by giving food, cover and keeping
a solid environment.These plants contain some significant therapeutic qualities. Due
to having fewer negative side effects and being ...
Prediction of diabetes induced complications using different machine learning algorithms
(BRAC University, 2018-08)
Machine Learning is an ever expanding field of Artificial Intelligence which uses huge amount of data to develop algorithms that can detect patterns and systems. One such application of Machine Learning is developing ...
Heart disease prediction using techniques of classification in machine learning
(Brac University, 2021-06)
In this thesis we have examined the accuracy of various classifiers to predict heart
disease and heart vessel blockage. We have also analyzed the key features contribut ing to heart vessel blockage. We have used a dataset ...
Analysis on the effects of wallstreetbets on the stock market
(Brac University, 2022-01)
In January of 2021, the stocks of various companies, i.e. Gamestop, AMC etc.
had a huge surge in price. The incident was attributed to redditors of the subreddit
called r/wallstreetbets making a massively coordinated ...
Affective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
(Brac University, 2021-01)
Emotion analysis has become a very important aspect in everyday life. It gives a detailed understanding of the behavior of human. In this research, we have focused on three dimensions of emotion. These are arousal (calm ...
Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
(Brac University, 2020-04)
In recent years, mobile Brain Computer Interface (BCI) has gained much popularity in the design of navigation aids. This opens up the platform to build navigation aids based on the level of stress imposed on visually ...