Browsing by Subject "Regression analysis"
Now showing items 1-11 of 11
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Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
(Brac University, 2019-04)Bangladesh being one of the most heavily populated country in the world, the traffic condition is worsening every year due to the increase of vehicle activities through- out the entire nation. Research claims that an average ... -
Association between the severity of helicobacter pylori infection and different hematological parameters
(Brac University, 2023-01)Helicobacter pylori infection is a global public health problem that is affecting both developed and developing countries. Approximately 50% (over 3 billion) of the world's population is infected with Helicobacter ... -
Credibility of TV news in a developing country: the case of Bangladesh
(© 2012 AEJMC., 2012)Television has recently experienced unprecedented expansion in Bangladesh. Given its popularity and influence, and with more people using it for their information, research on the credibility of TV news is warranted. ... -
The impact of bank specific and macroeconomic determinants on banks liquidity: an empirical study on listed commercial banks in Bangladesh
(Brac University, 2021-10)This study examines the influences of bank-specific and macroeconomic determinants on liquidity on 29 listed commercial banks of Bangladesh. To analyze the relationship, this study performs Pooled Ordinary Least Square ... -
IoT based air components collection for machine learning reinforcement
(Brac University, 2022-05)Air pollution has been a noteworthy threat for a long time now in the 21st century. Human lives have never faced such an obscene amount of threat from the very air it needs to breathe to stay alive. As technology evolves ... -
Machine learning based stream selection of secondary school students in Bangladesh
(BRAC University, 2023-05)A strong civilization is built on a strong foundation, and education plays a vital role in acquiring the necessary information and skills for success in life. This thesis focuses on the education system in Bangladesh, ... -
A novel approach to reduce air pollution through machine learning based PM2.5 prediction
(Brac University, 2022-05-24)AI (Artificial Intelligence) is one of the most fascinating subjects for computer scientists in this century. It is a technology that helps a machine to do tasks by itself which needs human intelligence. This technology ... -
Performance analysis of machine learning algorithms for Malware classification
(Brac University, 2022-09-29)Malware detection research has been popular over the years as the variations and complexity of malware attacks are increasing daily. Using variously Supervised and Unsupervised machine learning algorithms to detect, ... -
Polycystic ovary syndrome detection using neural network.
(Brac University, 2023-01)A fairly frequent endocrine abnormality among women of reproductive age is polycystic ovary syndrome (PCOS). In this disease, the ovaries produce abnormally high levels of androgens, which are male sex hormones that are ... -
Public vehicle ETA system using machine learning
(BRAC University, 2018-04)Traffic Jam impact our day to day life in more ways than we can think of. Our system aims to work on that particular problem to reduce the number of vehicles on the road by encouraging more people to get on public transport ... -
Sensitiveness of stock market returns to macroeconomic determinants; an empirical study on the pharmaceutical industry of Dhaka Stock Exchange
(Brac University, 2023-06)The thesis empirically investigates selected macroeconomic determinants’ (money supply, exchange rate, industrial production, interest rate, and inflation rate) influence on the stock market returns of the Dhaka Stock ...
