Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 481-500 of 1497
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Travel and Tourism Management System Bangladesh (Beriye Pori)
(Brac University, 2022-09)As tourism is becoming more and more popular, the requirements of the tourists are getting more complicated. Now, as the traditional travel websites with basic information or a pricing list of hotels, transportation ... -
A permissioned decentralized blockchain-based mobile banking system with privacy and security
(Brac University, 2022-09)With technological advancement in Bangladesh’s FinTech, more and more security related challenges are emerging. From, Nagad, a government FinTech company, withholding the transaction ability of their consumers due to ... -
Retinal Diseases Detection using Deep Learning
(Brac University, 2022-09)Retina is an important aspect of human vision because it converts light rays into images and sends messages to the brain. We run the danger of suffering long-term harm to the eyesight if we have a problem with our retina ... -
A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
(Brac University, 2022-05)The impairment of speech impediment affects 6.9% of Bangladesh’s population. This is a condition in which people cannot communicate vocally with others or hear what they are saying, causing them to rely on nonverbal means ... -
Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
(Brac University, 2022-05)Cyberbullying which is defined as bullying perpetrated through the use of informa tion and communication technology is a serious problem nowadays. As a result of the invention of social networks friendships through different ... -
Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
(Brac University, 2021-10)With the introduction of blockchain technology in recent years, there has been a mas sive increase in the use of Cryptocurrencies. In any event, due of the market’s un predictable behavior and excessive cost volatility, ... -
A model for detecting fake Negative Acknowledgements (NACK) in named Data Network (NDN) using Blockchain Technology
(Brac University, 2022-05)Data Networking is a new concept in current internet technology that replaces the traditional TCP/IP architecture by addressing nodes depending on user interest. Due to the massive volume of traffic generated, Internet ... -
Bangali Handwritten characters classification using Deep Convolutional Neural Network
(Brac University, 2022-05)Handwritten letter classification of any given language has the potential to be used in various fields such as literature, educational institutions, digitization of govern ment records etc. Bengali language with its complex ... -
Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
(Brac University, 2022-05)Throughout time, there has been a surge of hostile activities in public places across the globe. With the advancement in technology, it has been possible to monitor public places through real time surveillance. Video ... -
IRISteg: A novel approach to improve the security of mobile banking transactions by using iris data in Steganography
(Brac University, 2022-05)In the world of digitization, digital banking has become a coveted commodity. Digi tal banking is a computerized system based on modern technology that offers clients one of the easiest banking systems with minimal costs ... -
Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
(Brac University, 2022-05)In recent times, ether (ETH) has become one of the most popular cryptocurrencies that is gaining significant interest from crypto investors and developers across the globe. The increased interest in this cryptocurrency ... -
Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence
(Brac University, 2022-05)Unmanned Aerial Vehicles (UAVs) have played a crucial role in supporting Search and Rescue (SAR) Operations due to their fast movement capabilities and flexibil ity. During a search and rescue operation scenario, the time ... -
Semantic text extraction from CAPTCHA using Neural Networking
(Brac University, 2022-05)CAPTCHA stands for Completely Automated Public Turing Test to distinguish Computers and Humans Apart. CAPTCHA is used for a variety of reasons, includ ing internet security. There are various CAPTCHA methods available ... -
Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
(Brac University, 2022-05)Machine learning (ML) is such a field that focuses on learning based method. It basically leverage data to improve the performance on particular tasks. It creates a model based on training data and makes prediction ... -
Analysis of financial data on the time series using data from the stock market
(Brac University, 2022-05)Predicting financial data is really important for investors Often times investors do not have a proper tool to properly assess the market and forecast their predictions. Furthermore, not only investors in modern day ... -
A comparative study of car image generation quality using DCGAN and VSGAN
(Brac University, 2022-05)In today’s modern society, image generation (synthesis) has a great number of uses in various tasks. Image generation is used in crime forensics, improving image quality and generating better images. In 2014, a scientific ... -
Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
(Brac University, 2022-05)The internet of things is one of today’s most revolutionary technologies. Because of its pervasiveness, increasing network connection capacity, and diversity of linked items, the internet of things (IoT) is adaptable and ... -
U-net Based Autonomous Fetal Segmentation From 2D and 3D Ultrasound Images
(Brac University, 2022-05)There are various biometric parameters of the fetus that need to be evaluated to monitor prenatal diagnosis during pregnancy. Biometric parameters such as head circumference, abdominal circumference, cortical volume, the ... -
Deep Learning based Bangla Voice to Braille Character Conversion System
(Brac University, 2022-05)From the very beginning of the 20th century, there has been a significant devel opment in the education system using modern technology. However, this rapid development has very little scope to facilitate the education ... -
Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
(Brac University, 2022-05)This research work aims to show a comparative analysis among four different deep learning approaches to classify three rare but deadly skin diseases namely Stevens Johnson Syndrome, Erythema Multiforme and Bullous Pemphigoid. ...
