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Heartbeat sound feature extraction and classification
(Brac University, 2019-12)
Heart diseases has ranked top as the cause of death globally. The harsh truth is,
in this time it is hard to get proper medical treatment in proper time and still it
is costly. Now the only light of hope is coming from ...
Learning a deep neural network for predicting phishing website
(Brac University, 2019-05)
In recent years, we have seen a huge paradigm shift in business because of the
fast development of the Web. For this reason, consumers change their tendency
from customary shopping to the electronic business. In the time ...
Using deep learning algorithms to detect violent activities
(BRAC University, 2019-05)
It is of extensive importance to develop a technique for automatic surveillance video
analysis to recognize the presence of violence. In this work, to identify violent videos,
we put forward a deep neural network. For ...
Modelling option prices using neural networks
(Brac University, 2019)
In this research, modelling of the European option prices of S&P 500 index options
was carried out using Multi-layer Perceptron Neural Networks. The goal was to
train the neural networks using historical data to accurately ...
A supervised machine learning approach to predict vulnerability to drug addiction
(Brac University, 2019-08)
There are signi cant amount of di erences between an addicted and non-addicted
person on their social and familial behavior. In our thesis we tried to nd out
the characteristics of a person related to his social and ...
Forecasting stock market prices using advanced tools of machine learning
(BRAC University, 2019-04)
Stock market, a very unpredictable sector of nance, involves a large number of
investors,buyers and sellers. Stock market prediction is the act of attempting to
see the long run price of an organization stock or di erent ...
An in depth analysis of neural network with application in finance
(BRAC University, 2019-04)
Arti cial neural network model is inspired from how the nervous system of brain
works. If it is designed properly it can process large amount of data or information
and can give proper output for di erent application ...