Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 21-40 of 1586
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Divide2Conquer (D2C): a comprehensive study on decentralized overfitting remediation in deep learning
(BRAC University, 2024-10)Overfitting remains a persistent challenge in deep learning, primarily attributed to data outliers, noise, and limited training set sizes. This thesis presents Divide2Conquer (D2C), a novel technique designed to address ... -
A performance evaluation framework for public blockchain based systems
(BRAC University, 2024-10)With the revolution of blockchain technology, smart contracts open a door for programs to be executed inside the blockchain. This allows programmers to build applications and deploy them in different blockchain systems. ... -
Depth-aware object detection and region filtering for autonomous vehicles: a monocular camera-based novel integration of MiDaS and YOLO for complex road scenarios with irregular traffic
(BRAC University, 2024-10)In this era of technological advancement, autonomous vehicles strive towards revolutionizing the transportation system. Object detection and distance measurement are critical for autonomous driving, particularly in dynamic ... -
Analyzing financial stress and its impact on mental health among Bangladeshi undergraduate students using SPSS and SmartPLS
(BRAC University, 2024-10)Undergraduate students are particularly susceptible to financial stress, which can severely undermine both mental health and academic achievement. Students were required to skillfully navigate a complex financial ... -
Advancing sentiment classification in Bangla text: an enhanced BERT approach on the SentNoB dataset
(BRAC University, 2024-10)Since social media has entered into our lives, it has set the scene for unmatched online communication and information sharing for a significant amount of time. These platforms enable people to share their thoughts, ... -
Utilizing quantum machine learning for efficient drug discovery
(BRAC University, 2024-05)The goal of this research is to introduce the non-practicing reader to the new discipline of quantum machine learning, which merges the machine learning and quantum computing fields, as well as to the emerging topic of ... -
Determining intensity of mental state of an unsound individual through text using ML
(BRAC University, 2024-10)This research investigates the application of machine learning to detect and classify the intensity of various mental health conditions through text analysis. By analyzing user-generated statements, the study aims to ... -
RiskRadar: an NLP-driven summarization system for query-based security insights
(BRAC University, 2024-10)The evolving complexity and frequency of cyber threat incidents demand the development of robust, user-friendly systems that can educate and assist users, and help them understand and mitigate them as much as possible. ... -
Loan approval prediction using machine learning algorithms
(BRAC University, 2024-10)This research describes the potential of several classifiers of classical machine learning and architecture of deep neural networks when predicting the status of a loan application. The data set of 613 observations and ... -
Unveiling agricultural insights: leveraging deep learning for enhanced diagnostic accuracy in Maize disease detection with explainable artificial intelligence
(BRAC University, 2024-10)Maize is a vital crop that feeds over a billion people worldwide and supports numerous industries. However, maize production is threatened by devastating plant diseases such as Maize Lethal Necrosis (MLN) and Maize Streak ... -
Internship on utilizing RPA to improve efficiency in IT operations
(BRAC University, 2024-07)Robotic Process Automation (RPA) is the practice of automating repetitive and rule-based processes inside an organization using software robots or bots. It boosts productivity and efficiency by reducing human error and ... -
Using NASA’s night light data analyzing poverty index Bangladesh
(BRAC University, 2024-10)In the never-ending quest to reach Sustainable Development Goal 1 (SDG 1), which is to end poverty, new and different ways of doing things are needed, especially in places where collecting data the old way is hard. ... -
A comprehensive hybrid framework for Parkinson’s disease detection: integrating handcraft features along with deep learning-based feature extraction with variational autoencoder and traditional machine learning techniques for classification
(BRAC University, 2024-10)Neurodegenerative disorders, such as Parkinson’s disease, present a significant medical challenge, necessitating innovative approaches for detection. This thesis introduces a comprehensive hybrid framework that combines ... -
Detection of pulmonary diseases from chest X-ray images using deep learning model
(BRAC University, 2024-10)Deep learning models are important in efficiently identifying different pulmonary diseases from Chest X-ray Images (CXRs). Pneumonia is one of the most common lung diseases that cause death. Especially, stage 4 pneumonia ... -
Structural crack classification and grading after disaster: a supervised learning approach
(BRAC University, 2024-10)A structure can be cracked by various disastrous events (for example: flood, cyclone, volcanic eruption, earthquake, fire outbreak). When a disastrous event occurs in an area, a lot of structures get damaged within a ... -
Understanding the economic impact of botnets in Bangladesh: insights and strategies from attacker & victim perspectives
(BRAC University, 2024-10)Botnets pose a significant threat to Bangladesh’s cyberspace and to its economic stability, especially in critical sectors such as finance, government and technology. This research investigates the life cycle and economic ... -
TRI-FED-RKD: integrating forward-reverse distillation with SNN and CNN within federated learning using tri layer hierarchical aggregation based architecture
(BRAC University, 2024-10)Federated Learning (FL) is a decentralized machine learning paradigm that enables training a global model across numerous edge devices while preserving data privacy. However, FL faces significant challenges, particularly ... -
Internship as a front-end developer
(BRAC University, 2024-09)This report details my learning and experiences from my internship at Headroom Group as a front-end developer intern. I was fully engaged in the dynamic and everevolving field of web development throughout 6 months, with ... -
Internship as an UI/UX designer of Syscomatic Technology
(BRAC University, 2024-08)This report presents a detailed account of my six-month internship experience as a UI/UX designer at Syscomatic Technology. During this period, I was part of a dynamic team working on a project named ”Interactive Cares,” ... -
Internship at Thakral Information Systems Pvt. Ltd.
(BRAC University, 2024-10)An extensive summary of my three-month internship at the IT division of Thakral Corporation’s Bangladeshi branch is provided in this report. My academic curriculum would not have been the same without the internship, ...
