Browsing by Subject "Regression"
Now showing items 1-8 of 8
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Bitcoin price forecasting based on historical data
(BRAC University, 2018-07)Over the past few years, Bitcoin has been a topic of interest of many, from academic researchers to trade investors. Bitcoin is the first as well as the most popular cryptocurrency till date. Since its launch in 2009, it ... -
A comparative study of car image generation quality using DCGAN and VSGAN
(Brac University, 2022-05)In today’s modern society, image generation (synthesis) has a great number of uses in various tasks. Image generation is used in crime forensics, improving image quality and generating better images. In 2014, a scientific ... -
Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
(Brac University, 2021-01)Nationwide lockdowns implemented in consequence of the devastating COVID-19 pandemic, caused noticeable improvements in air quality throughout the world. This paper implements a multivariate long-short term memory network ... -
A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
(Brac University, 2021-08)Rainfall has always been important in context of Bangladesh as almost 43% of the population depends on agriculture for their livelihood. Global warming has been taking a toll on environment and rainfall patterns have ... -
Performance analysis of machine learning algorithms in resume recommendation systems
(BRAC University, 2018-04)We present an evaluation of machine learning algorithms on a model prepared by us for improving the recruitment processes of organizations. The recruitment of candidates, being an important process for any organization, ... -
Predicting peak performance of a cricket player using machine learning and data analytics
(Brac University, 2022-08-25)In the modern era, the game of cricket has evolved into a batting friendly lexicon more than ever. However, bowlers adapting to every suitable condition can also change the dynamics of the game. Prior studies were carried ... -
Predicting stock market trend from twitter feed and building a framework for Bangladesh
(BRAC University, 2018-04)Social media has become an integral part in our day to day lives. What we share in these media are what we believe in and give others a window of opportunity to predict what is going on in our mind or how our actions ... -
Smart automated fruit freshness recognition system using image processing and deep learning
(Brac University, 2022-09)Bangladesh is one such country with a tropical monsoon climate typified by significant seasonal rainfall, high temperatures, and high humidity. A wide range of tropical and subtropical fruits are abundant in Bangladesh. ...
