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Now showing items 191-200 of 218
Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
(Brac University, 2023-01)
The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it
can be difficult to comprehend the factors that affect their ...
Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
(Brac University, 2022-06-05)
There are several works on mood detection by machine learning from physical and neuro- physical data of people, along with works on emotion recognition using eye-tracking. We want to show that a person’s mood can be detected ...
Real-time crime detection using convolutional LSTM and YOLOv7
(Brac University, 2023-05)
The principal goal of this study is to create a crime detection system in real-time that
can effectively handle closed-circuit television (CCTV) video feeds and evaluate them
for possible criminal occurrences. The system’s ...
Detection of pneumonia from chest X-ray images using machine learning
(Brac University, 2023-05)
A bacterial infection is the cause of the lung condition known as pneumonia. An essential component of a successful treatment procedure is early diagnosis. Without early diagnosis, pneumonia can be severe or even can cause ...
Prediction of earthquakes: a step towards predicting the unpredictable
(Brac University, 2023-01)
One of the most catastrophic natural disasters is an earthquake, especially because
they typically occur without warning. It has catastrophic effects on both the econ-
omy of a nation and human life. Our paper is a step ...
Demystifying black-box learning models of rumor detection from social media posts
(BRAC University, 2021-09)
Social media and its users are vulnerable to the spread of rumors, therefore, protect ing users from these rumors spread is extremely important. This research proposes a
novel approach for rumor detection in social media ...
Enhancing crops production based on environmental status using machine learning techniques
(Brac University, 2020-04)
Bangladesh is an agricultural country. As the economy is based on agriculture highly,
there should be progress in this sector. To make progress in agriculture the productivity
must be increased. These days, productivity ...
Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
(Brac University, 2023-05)
Skin diseases represent a significant global health concern, and prompt and pre-
cise diagnosis is necessary for efficient treatment. Convolutional Neural Networks
(CNNs), in particular, have shown tremendous promise in ...
Reconstruction of images with RPCA and augmenting 3D model
(Brac University, 2022-01)
Crime scene photography is one of the most essential parts of documentation for all
physical crime scenes in the field of forensic science. It is an organized and structured
operation, having a goal of helping the ...
Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
(Brac University, 2023-01-23)
Customers are the heart and soul of supermarkets, and these stores often suffer
losses due to mishandling of customer service. This study aims to examine how
the satisfaction of customers can be maximized with the help ...