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Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
(Brac University, 2022-05)
The internet of things is one of today’s most revolutionary technologies. Because
of its pervasiveness, increasing network connection capacity, and diversity of linked
items, the internet of things (IoT) is adaptable and ...
RPA based automation to reduce human intervention in data extraction process
(Brac University, 2022-05)
In this era of modern development, everything is controlled by technology. We can
not even think our life without smart devices. Robots, AI, bots, and other similar
technologies are being used to replace every minor task. ...
Prediction of anxiety and depression among the transgender in Bangladesh
(Brac University, 2022-05)
Today, mental health is as important as safety. It affects people directly and indirectly.
Transgender people with mental health issues are often overlooked and in our
nation, especially transgender women, suffer from ...
A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
(Brac University, 2022-05)
Convolutional Neural Networks (CNN)-based automated approaches are vastly utilised to
anticipate and diagnose cancer, saving time and reducing mistakes. Deep Learning (DL)
CNN methods use a variety of probabilistic and ...
Machine learning-based approach on predicting online shopping addiction using EEG signals
(Brac University, 2022-05-24)
According to experts, shopping addiction is often a coping mechanism for those who are experiencing mental pain. As a result, to research online shopping addiction, researchers must look at changes in brain activity during ...
Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
(Brac University, 2022-01)
Cancer, a diagnosis so dreaded and scary, that its fear alone can strike even the
strongest of souls. The disease is often thought of as untreatable and unbearably
painful, with usually, no cure available. Among all the ...
Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence
(Brac University, 2022-05)
Unmanned Aerial Vehicles (UAVs) have played a crucial role in supporting Search
and Rescue (SAR) Operations due to their fast movement capabilities and flexibil ity. During a search and rescue operation scenario, the time ...
Rendering interactive 3D scene as a web-page using Three.js, WebGL, and Blender
(Brac University, 2022-05)
Building websites are the most sought skill in the tech world today. It has a low
barrier of entry and is relatively easier to learn. Therefore, there is an abundance of
web developers in our current market. Unfortunately, ...
Smart automated fruit freshness recognition system using image processing and deep learning
(Brac University, 2022-09)
Bangladesh is one such country with a tropical monsoon climate typified by
significant seasonal rainfall, high temperatures, and high humidity. A wide range
of tropical and subtropical fruits are abundant in Bangladesh. ...
Sound classification using deep learning for hard of hearing and deaf people
(Brac University, 2022-01)
Our paper mainly focuses on developing an audio classification for people, who
cannot hear properly, using Convolutional Neural Network (CNN) and Recurrent
Neural Network (RNN). One of the many prevalent complaints from ...