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Now showing items 221-230 of 299
N.P.K. based crop suggesting model
(Brac University, 2019-12)
Bangladesh is a country having an area of 1, 47,570 square kilometers in which
roughly 70.63 percent is agricultural lands [1]. As an agricultural country we are
mostly dependent on soil. There are 3 most important ...
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 ...
Detection of coronary artery blockage at an early stage using effective deep learning technique
(Brac University, 2022-09-28)
A coronary artery blockage is a form of coronary artery disease also known as CAD.
It is the most common and frequent disease affecting the human body over the age
of 65. CAD is a type of cardiovascular disease that ...
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 ...
Sentiment analysis using Natural Language Processing (NLP) & deep learning
(Brac University, 2021-09)
It is an age of the Web and electronic media, and social media stages are one of the
foremost frequently used communication mediums these days. But a few individuals
utilize these platforms for a noxious reason and among ...
Anomaly detection In IoT using machine learning algorithms
(Brac University, 2019-08)
Internet of Things (IoT) is growing as one of the fastest developing technologies
around the world. With IPv6 settling down, people have a lot of addressing spaces
left that even allows sensors to communicate with each ...
Application of machine learning in identification of best teaching method for children with autism spectrum disorder
(Brac University, 2022-05)
A good teaching method is incomprehensible for an autistic child. The autism
spectrum disorder is a very diverse phenomenon. It is said that no two autistic
children are the same. So, something that works for one child ...
Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
(Brac University, 2021-01)
In competitive markets, it is costly to attract new customers in the business as
they already have a wide customer base; that being the case, businesses spend a
healthy budget to bring back customers who have once been ...
Explainable breast cancer detection from Histopathology images using transfer learning and XAI
(Brac University, 2023-01)
Nowadays, research on many diseases such as cancer has been ongoing to determine
how to reduce and minimise the effect. There are many characteristics of cancer that
can be identified by their consistent cell proliferation ...
An efficient face recognition model using multiple angular images and deep neural network architecture
(Brac University, 2023-01)
Face surface information in three dimensions is one of the promising biometric
modality that can improve the identification and increase the accuracy of verification
of face recognition systems in challenging situations.This ...