Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 141-160 of 1496
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Exploring the potentials and horizons of network block device (NBD) integration on the android ecosystem
(Brac University, 2023-09)The NBD (Network Block Device) protocol plays a pivotal role in enhancing the Android ecosystem, particularly in terms of storage management and optimizing power efficiency on ARM devices. By facilitating network block-level ... -
Comparative analysis of neural network Models for peripheral blood cell image classification
(Brac University, 2023-09)It’s quite difficult to fathom that the future of medicine and diagnosis is more dependent on, and much more likely to be dictated by the growth of technology than the quality of doctors. One of the deadliest diseases ... -
Exploration and mitigation of gender bias in word embeddings from transformer-based language models
(Brac University, 2023-09)Machine learning has the potential to uncover data biases resulting from human error when it’s implemented without proper restraint. However, this complexity arises from word embedding, which is a prominent technique for ... -
Advance waterway transport system based on Internet of Things (IoT)
(Brac University, 2022-09)Nowadays the inland waterway transportation sector has grown significantly in recent years, offering a large possible contribution to environmentally friendly and cost-effective transportation to reduce congestion on the ... -
Flight fare prediction using machine learning
(Brac University, 2022-01)This paper deals with the forecast of Flight Price of domestic airlines.Revenue management relies heavily on forecasting. Air passengers (buyers) frequently search for the ideal time to buy tickets in order to save as ... -
Internship as a Product Manager of Onnow Pte Ltd
(BRAC University, 2023-03) -
Systematic analysis on peer-to-peer botnet attack detection
(Brac University, 2022-09)"Botnet” refers to a network of compromised machines that the bot master remotely controls to prosecute innumerable malicious activities through a CC server and mis cellaneous slave machines. It is possible to categorize ... -
Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
(Brac University, 2024-01)"The intention of autonomous license plate (LP) detection is to find an LP spot in a picture without any kind of human intervention. Automatic license plate detection (ALPD) techniques have been developed; however, the ... -
A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant
(Brac University, 2024-01)"The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ... -
Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
(Brac University, 2024-01)The financial markets have always been a focal point of interest for investors, analysts, and researchers. Predicting stock prices accurately has remained a challenging task. For many years, academics are analyzing the ... -
Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
(Brac University, 2023)"COVID-19 and viral Pneumonia are types of lung disease that are highly infectious, and have a tendency of causing an outbreak, that then puts stress on the healthcare sector. When the COVID-19 pandemic first began there ... -
Detection of handwritten text using convolutional neural network
(Brac University, 2019-04)Machine replication of human functions, like reading, is an ancient dream. However, over the last five decades, machine reading has grown from a dream to reality. We have tried to make it more obvious through a hand ... -
Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
(Brac University, 2022-01)Due to a number of reasons, marine ecosystems change with certain species of fish disappearing while novel species of fishes become a new staple within a given ecosystem, e.g., a lake, river, etc. Monitoring these changes ... -
Report on internship as a software developer engineer
(Brac University, 2023-01)"This report summarizes my six-month internship as an intern at CIS Tech Ltd. My main objective throughout the internship was to create a software application by using the waterfall and agile methodologies to follow every ... -
Automated video building software - a project by WPDeveloper
(Brac University, 2021-06)Human brain is structured in such a way that it can easily catch and analyze graphical content. So that at present time building video content has become more popular around the world. For marketing, promotional purposes, ... -
Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
(Brac University, 2024-01)Ocular toxoplasmosis (OT) is often diagnosed by a specialist by the examination of fundus images of the eye. While deep learning is commonly used to process and identify diseases in medical images, ocular toxoplasmosis ... -
Document template identification and data extraction using machine learning and deep learning approach
(Brac University, 2024-01)As the world keeps progressing and we continue on our path to a technologically advanced tomorrow, the demand for quick data processing and organization is becoming more and more necessary. People now have access to ... -
Covert data transmission using secret-sharing and network steganography
(Brac University, 2024-01)The present has made us more dependent on technology than ever before. As technology develops and new fields emerge, it has become more complicated to maintain a safe, secure, and covert environment for transmitting ... -
Edge-optimized machine learning models for real-time personalized health monitoring on wearables
(Brac University, 2024-01)Personalized health monitoring, including Human Activity Recognition (HAR) and Fall Detection, is crucial for healthcare. Traditionally, most research in this field has relied on wearable sensors to collect data. The ... -
BnClinical-Sum: benchmarking datasets for Bangla long & short clinical dialogue summarization
(Brac University, 2024-01)Despite significant improvements in the general-purpose text summarization task in the past decade, clinical conversion summarization is going through a tough time due to a lack of initiative to provide open-source ...
