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An approach to detect epileptic seizure using XAI and machine learning
(Brac University, 2022-05)
One of the most common neurological disorder in health sector is Epileptic Seizure
(ES) which is occurred by sudden repeated seizures. Hitherto more than 50 million
people in the whole world are suffering from Epileptic ...
Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
(Brac University, 2022-09)
Recently, researchers have focused on understanding human sentiment using mechanical devices or reactions to any machinery activity. Computerization is becoming more prevalent in today’s environment. People are unaware of ...
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 ...
Cardiovascular disease prediction model using Machine Learning Algorithm
(Brac University, 2022-09)
This research uses machine learning to anticipate and detect the symptoms of specific diseases after examining some of the important elements of these diseases in
order to better understand them and develop new and better ...
Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
(Brac University, 2022-05)
Autonomous vehicles [AVs] are the future of transportation and they are likely to
bring countless benefits compared to human-operated driving. However, there are
still a lot of advances yet to be made before these vehicles ...
Deep Learning based Bangla Voice to Braille Character Conversion System
(Brac University, 2022-05)
From the very beginning of the 20th century, there has been a significant devel opment in the education system using modern technology. However, this rapid
development has very little scope to facilitate the education ...
Predicting suicidal intent from social media text post using machine learning
(Brac University, 2022-05)
We are living in an age of modern science where cutting-edge technology has made
the world so small. We can now easily connect with people worldwide via the internet and using social media. Social media has become a popular ...
A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
(Brac University, 2022-09)
Data innovation has moved quickly in recent years, and various unfavorable alter ations have been made to the network medium. Social media platforms like Face book, Twitter, and Instagram are becoming more and more popular ...
Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
(Brac University, 2022-05)
Cyberbullying which is defined as bullying perpetrated through the use of informa tion and communication technology is a serious problem nowadays. As a result of
the invention of social networks friendships through different ...
Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
(Brac University, 2022-05)
Uprising a child is a psychological construct of parents, which is a combination of
factors that evolves over time with the growth and development of the child. Parent ing style represents a set of strategies that have ...