Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 401-420 of 1496
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Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
(Brac University, 2023-01)Massive open online course (MOOC) has been around for a while, but started to gain traction since 2012 when Coursera was established. MOOCs use pre-recorded lectures and scheduled weekly tests to provide content and ... -
Authentication using blockchain
(Brac University, 2023-01)While password-based authentication is widely used by many applications today, it has grave vulnerabilities that can make our devices and accounts prone to malicious attacks. 2-factor authentication (2FA) and Multi-factor ... -
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 ... -
Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
(Brac University, 2023-01)Despite various preventative measures and therapies, the COVID-19 pandemic has exposed a number of weaknesses and vulnerabilities in global health systems, particularly in low and middle-income countries that may have ... -
Eve-teasing detection from video footage using computer vision and artificial intelligence
(Brac University, 2023-01)We present computer vision approaches combined with machine learning techniques to detect eve-teasing from any video material, which may be used in any situa tion. Eve teasing is a colloquial term for public sexual ... -
Machine learning for stress prediction
(Brac University, 2023-01)Emotional, psychological, and social well-being are all part of mental health. Stress, social anxiety, depression, and personality disorders are just a few of the elements that build up mental health issues that lead to ... -
Bangla speech isolation from noisy auditory environment using convolutional neural network
(Brac University, 2023-01)In recent years, the primary solution to sound enhancement has gained popularity. There is a rich research contribution from academia and industry to remove noise and enhance sound quality. With the advance in machine ... -
Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
(Brac University, 2023-01)Detailed Fingerprint investigation has been a dominant law enforcement tool which is utilized to distinguish suspects, settle crimes and violations for over 100 years. Moreover, gender classification from fingerprints ... -
Bang-lish sentiment classification using deep learning
(Brac University, 2023-01)E-commerce websites and social media platforms have become integral parts of peo ple’s social lives. Through posts, comments, and reviews on social media and online shopping websites, people can share their ideas. ... -
Internship as a web developer at YY ventures
(Brac University, 2023-01)Among all the projects I had the honor and pleasure of working at YY Ventures during my internship program and during my full time role as a Web Developer, 3ZERO Club is by far the most noteworthy one as it gave me the ... -
Smart waste management systems for sustainable urban life based on IoT for scalable IoT-based smart city solutions
(Brac University, 2023-01)In smart cities, the volume of data collected by IoT-based sensors is rapidly in creasing. These devices are networked and provide information about how humans utilize them together and independently, as well as how they ... -
RED-LSTM: Real time emotion detection using LSTM
(Brac University, 2023-01)The development of the Internet of Things and voice-based multimedia apps has allowed for the association and capture of several aspects of human behavior through the use of big data, which consists of trends and patterns. ... -
Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
(Brac University, 2023-01)The task of image captioning is a complex process that involves generating textual descriptions for images. This technology is extremely beneficial for a wide range of applications, such as assisting people with visual ... -
Sentiment analysis to determine employee job satisfaction using machine learning techniques
(Brac University, 2023-01)Over the past three years, the COVID-19 epidemic had a significant impact on the labor market. Employees have been laid off and the majority of them have changed careers. If they can collect more datasets in the future, ... -
Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
(Brac University, 2023-01)In the era of computer vision to overcome challenges, the introduction of the YOLO model revolutionized real-time computer vision approaches. In the garment industry, the inception of products plays a significant role ... -
PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
(Brac University, 2023-01)As the world is moving more and more towards a digital era, a great majority of data is transferred through a famous format known as PDF. One of its biggest obstacles is still the age-old problem: malware. Even though ... -
Malicious data classification in packet data network through hybrid meta deep learning
(Brac University, 2023-01)Advancements in wireless network technology have provided a powerful tool to boost productivity and serve a strong communication which overcomes the limitations of wired networks. However, because of using wireless ... -
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 ... -
An efficient deep learning approach to detect skin cancer using image data
(Brac University, 2023-01)We propose and demonstrate an efficient deep learning approach to classify skin can cer using image data. The proposed approach is composed of several stages which are data acquisition, preprocessing and classification. ... -
Analyzing the security of e-Health data based on a hybrid federated learning model
(Brac University, 2023-01)This research aims to provide an approach for analyzing the security of the e-health care system through the use of federated learning and the pre-processing of distinct deep learning models. The infrastructure for ...
