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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, ...
A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
(Brac University, 2022-09-28)
The significant advancements in computational power create the vast opportunity
for using Artificial Intelligence in different applications of healthcare and medical
science. A hybrid FL-enabled ensemble approach for ...
Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
(Brac University, 2020-04)
Uterine cervical cancer is the second most regular gynecological harm around the
world. The appraisal of the degree of sickness is fundamental for arranging ideal
treatment. Imaging procedures are progressively utilized ...
Semantic text extraction from CAPTCHA using Neural Networking
(Brac University, 2022-05)
CAPTCHA stands for Completely Automated Public Turing Test to distinguish
Computers and Humans Apart. CAPTCHA is used for a variety of reasons, includ ing internet security. There are various CAPTCHA methods available ...
Prostate cancer detection using deep learning neural network with transfer learning approach
(Brac University, 2021-10)
Prostate cancer is a ubiquitous form of cancer detected among men all over the
world. It is currently the second leading cause of cancer death worldwide among
men. Research shows that about 11% of men worldwide are ...
Towards solving perception based autonomous driving assistant system
(Brac University, 2021-09)
This thesis scrutinizes the problem of perception in the self-driving car system. Selfdriving
car is the face of the future and the decade’s research focus. Tech giants
like Google, Uber, Tesla, Commai, Intel MobilEye ...
Virtual teaching assistant for undergraduate students using natural language processing & deep learning
(Brac University, 2022-05)
Online education’s popularity has been continuously increasing over the past few
years. Many universities were forced to switch to online education as a result of
COVID-19. In many cases, even after more than two years ...
A machine learning approach to detect DeepFake videos
(Brac University, 2021-06)
DeepFake detection is important as the internet is a big part of our lives. DeepFake
photos and videos can easily mislead us into thinking something that probably did
not happen. It can also reduce trust in the media. ...
The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
(Brac University, 2020)
Over the years, data mining and machine learning have proved to be very convenient in
numerous fields of science and technology and their applications in the medical sector is an
emerging one. With the world population ...
An analysis on the effects of parenting style on offspring’s behavior using machine learning
(Brac University, 2022-12-04)
Parents are usually the most important person for a human being as they encourage
and support an offspring’s physical, emotional, social, and intellectual development
from infancy to maturity. An individual faces various ...