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Now showing items 161-170 of 223
Water quality monitoring using machine learning and Internet Of Things (IoT)
(Brac University, 2021-04)
In this project, we built and developed an IoT based system that can monitor the water quality of various places in real-time and provides future predictions regarding the water quality in each place. For this project, we ...
Malicious data classification in packet data network through hybrid meta deep learning
(Brac University, 2023-01)
Advancements in wireless network technology have provided a powerful tool to boost
productivity and serve a strong communication which overcomes the limitations
of wired networks. However, because of using wireless ...
Intracranial hemorrhage detection using CNN-LSTM fusion model
(Brac University, 2022-05)
Intracranial Hemorrhage is a term used to describe bleeding between the brain tissue
and the skull or within the brain tissue itself. It is life-threatening and needs immediate
medical attention. As the first response, ...
Automated online exam proctoring system using computer vision and hybrid ML classi er
(Brac University, 2021-10)
The term online proctoring comes hand in hand with online education. There are
not many exceptions between traditional education and the online education system
except for the fact that online education, as well as online ...
Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
(Brac University, 2023-05)
An essential component of medical diagnosis is the precise detection and localization
of anomalies in X-rays of the chest images. It is urgently necessary to develop
the most precise automated model to identify thorax ...
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 ...
Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
(Brac University, 2023-08)
In order to reduce manpower and bottleneck in the inspection system of industrial
garments, we explored the application of the YOLOv5 model using our very own
dataset of defective clothing pieces. The economy of Bangladesh ...
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 ...
Bioinformatics and machine learning in prevention, detection and treatment of HIV/AIDS
(Brac University, 2021-07)
As the acquired immunodeficiency syndrome (AIDS) pandemic continues to be a major
health crisis of global concern, new strategies in the management and treatment of the disease
is being explored. This project titled ...