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Now showing items 11-20 of 26
Bank loan prediction using machine learning
(Brac University, 2023-05)
The Banking sector is a core foundation of the global economy as it facilitates the
financial transactions while providing fundings in various purposes. One key aspect
in the banking industry is the ability to accurately ...
Predicting brain age from EEG signals using machine learning and neural network
(Brac University, 2022-05)
The objective of this study was to develop a technique for calculating the ages of people’s
brains by analyzing EEG data signals and using machine learning algorithms
on a Raspberry Pi. We employed many machine learning ...
An advanced hospital rating system using machine learning and natural language processing
(Brac University, 2023-05)
Bangladesh is the host of 255 public and 4,452 private hospitals. Unfortunately,
there is no reliable metric or resource available online to determine which hospital
is better. Patients and their peers often find it ...
Machine learning based data processing and latency reduction in the internet of things for agriculture
(BRAC University, 2018-12)
The Internet of Things is best stated as a network of “things” that have the ability to generate
and share information between themselves and interact with the environment according to the
percepts from this environment. ...
Text classification using machine learning algorithms
(BRAC University, 8/2/2018)
Financial, educational and communal activities produce enormous amount of data. Automatic text classification has significant application in content organization, point of view extraction, evaluation analysis, spam filtering ...
Fighting depression: psychological approaches among Bangladeshi university students
(Brac University, 2022-05)
In recent years, mental health deterioration cases have increased exponentially indicates
that this issue needs our attention. Stressful situations of our daily life such as
excessive study load, relationship predicaments, ...
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, ...
Credit card fraud detection using machine learning techniques
(Brac University, 2021-09)
The extensive use of the internet is perpetually drifting businesses to incorporate
their administrations in the online environment. As a result of the development of
e-commerce websites, people and monetary corporations ...
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 ...
A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning
(Brac University, 2022-01)
Recruitment is a crucial task for Human Resource Management (HRM) and determines
the creation of a competent workforce that eventually brings tangible and
intangible benefits for companies. Employees are key elements in ...