Browsing by Subject "Data mining"
Now showing items 21-31 of 31
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Importance of educational data mining for optimized operations in Brac University
(Brac University, 2021-05)This report is a highlight of my Internship experience at the Office of the Registrar at Brac University and is aimed towards the portraying overview of the organization and my research project – “Importance of Educational ... -
Intelligent assisted living in pregnancy
(Brac University, 2022-01)Pregnancy period has always been the most sensitive and tenacious phase for the mothers to go through. Despite living in this modern world, it is still difficult to fight with the distress and complications of pregnancy, ... -
Market basket analysis for improving the effectiveness of marketing and sales using Apriori, FP Growth and Eclat Algorithm
(BRAC Univeristy, 8/21/2017)Data mining approach with the help of best frequent pattern extracting algorithm can have a big impact in the field of marketing and sales. Frequent pattern mining is a widely researched field in data mining because of its ... -
Predicting a T20 cricket match result while the match is in progress
(BRAC University, 8/23/2015)Data Mining and Machine learning in Sports Analytics, is a brand new research field in Computer Science with a lot of challenge. In this research the goal is to design a result prediction system for a T20 cricket match ... -
Predicting depression in Bangladeshi undergraduates using machine learning
(BRAC University, 2018-12)Depression is a major disorder and a growing problem that impacts a person’s way of living, disrupting natural functioning and impeding thought processes while they might remain oblivious to the fact that they are suffering ... -
Prediction of rainfall using data mining techniques
(BRAC University, 2017)The research for this paper concentrates on finding inter-relations between various climatic indices and predict precipitation consequently. And since rainfall is the prominent reason behind flood, our study can aid immensely ... -
Stock price prediction
(Brac University, 2023-05)Accurately predicting the stock value enables investors to earn more money, reducing their uncertainty on whether to buy and sell. Again during the COVID-19 period, many companies have shown a different picture of the ... -
Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
(Brac University, 2023-01-23)Customers are the heart and soul of supermarkets, and these stores often suffer losses due to mishandling of customer service. This study aims to examine how the satisfaction of customers can be maximized with the help ... -
Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
(Brac University, 2022-05)In recent times, ether (ETH) has become one of the most popular cryptocurrencies that is gaining significant interest from crypto investors and developers across the globe. The increased interest in this cryptocurrency ... -
Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
(Brac University, 2023)"COVID-19 and viral Pneumonia are types of lung disease that are highly infectious, and have a tendency of causing an outbreak, that then puts stress on the healthcare sector. When the COVID-19 pandemic first began there ... -
Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
(BRAC University, 2018)A restaurant business is a very prospective and profitable business nowadays. However, ensuring quality food, good stuff, inner-environment etc. is a big concern and most importantly before facing all these, the trickiest ...