Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 341-360 of 1496
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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 ... -
Risk based hybrid security model for enhancing eHealth services of cloud system
(Brac University, 2022-09-28)E-health is a relatively new healthcare innovation that incorporates electronic operations and communication. The Electronic Health Record (EHR) or Electronic Medical Record (EMR) in an e-health system contains all health ... -
Preventing national identity forgery in Bangladesh using IGA based security controls
(Brac University, 2022-09-28)The rapid diffusion of the internet coupled with the vision of ”Digital Bangladesh” has given rise to e-government services to improve the capability, accountability, and accessibility of different e-government services ... -
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, ... -
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 ... -
Decipherable classification of glaucoma using deep neural network leveraging XAI
(Brac University, 2022-01-18)Glaucoma is the second driving reason for partial or complete blindness among all the visual deficiencies which mainly occurs because of excessive pressure in the eye due to anxiety or depression which damages the optic ... -
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 ... -
Football offside tracking
(Brac University, 2022-09-29)cutting-edge technology to help referees make accurate calls. Modern football tries to use VAR (Video Assistant Referee) technology to correct wrong calls like offside, but this is being delayed because the equipment ... -
Social media trend analysis to predict the success of products using deep learning technique
(Brac University, 2022-09-29)In recent times, social media usage has reached such heights that it has become a powerhouse in producing trends, bringing such topics that would have remained outside of popular consciousness. Our goal is to analyze how ... -
Use of machine learning and IoT for monitoring and tracking of livestock
(Brac University, 2022-09-29)Given the present era’s expanding population and rising necessity of dairy products, livestock supervision is one of the issues that is becoming progressively more of a priority. Moreover, periodic cattle health monitoring ... -
Detecting fake news on Covid-19 using machine learning algorithms
(Brac University, 2022-05-29)The expansion of the Internet and swift adoption of social media platforms such as Facebook, Twitter, Instagram, Reddit, etc., has seen news and information publicized in such a way that has never been perceived in human ... -
Recognising license plate from image data using deep learning
(Brac University, 2022-09-29)Maintaining surveillance and security on the roads has become a significant challenge, which is why it has become necessary to conduct proper methods to control this problem. To ensure security and safety on the roads, ... -
Key process to use information system in Bangladesh hospitality industry
(Brac University, 2022-05-29)Technology has helped humankind replace expensive human labor with technological labor. This helps reduce labor costs but also helps avoid customer service issues. It’s currently utilized to help people handle data more ... -
Ensure security in supply chain with blockchain technology
(Brac University, 2022-09-29)Supply chain essentially means the network between the suppliers and distributors to produce and distribute products to the final consumers which comprises various activities, entities, databases and responsibilities. ... -
Classification of common fetal anatomical planes from ultrasound imaging using dempster shafer theory and deep learning
(Brac University, 2022-09-29)Ultrasound (US) examination is a widely used important instrument to monitor mother and fetus health in a cost-effective and non-invasive way. The acquisition of Ultrasound (US) images to determine vital fetal organs for ... -
Machine learning In breast cancer prognosis and prediction
(Brac University, 2022-05-19)In the human body, cancer is a condition that causes cells to proliferate quickly and uncontrolled across the whole body. It has the ability to arise in any of the billions of cells that build up the human body. Human cells ... -
A domain and noise adversarial bird tune classification pipeline using deep neural network
(Brac University, 2022-09-29)Birds are an important category of animals that ecologists keep track of utilizing autonomous recording units as a key indication of environmental health. Because of the consequences of climate change and the rising ... -
Greenhouse monitoring and harvesting mobile robot with 6DOF manipulator utilizing ROS, inverse kinematics and deep learning models
(Brac University, 2022-01-20)The rapid climate change and scarcity of fertile land has been a global concern recently. To sustain the food supply its high time to think about the modern way of cultivating which is greenhouse. Taking these changes as ... -
Classification of Bangladeshi soil texture using convolutional neural network
(Brac University, 2022-09-29)In agriculture, soil is one of the most potential output sources. That is why, if we can foresee the soil’s nature and how it will turn in the future as well as it’s other qualities, we may achieve adequate monitoring ... -
A comparative performance analysis of accident anticipation with deep learning extractors
(Brac University, 2022-09-29)Accident anticipation has become a major focus to avert accidents or to minimize their impacts. Over the years, several network systems are being developed and applied in self-driving technology. Despite the fact that ...
