School of Data and Sciences (SDS): Recent submissions
Now showing items 741-760 of 2378
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Ion acoustic wave in relativistic magnetized quantum plasma with positive ions, negative ions, electrons and stationary dust particles
(Brac University, 2022-07)The propagation of the ion acoustic (IA) solitary waves (SWs) in a degenerate quantum plasma with external magnetic field (containing magnetized positive and negative ions, unmagnetized quantum electrons with stationary ... -
Divulgence of bacterial diversity and corresponding antibiotic susceptibility profile of coastal waters in Saint Martin's Island, Bangladesh
(Brac University, 2022)Considered to be the largest reservoir of microorganisms, ocean water holds massive potential for scientific research. The Saint Martin’s Islands of Bangladesh, located in the north-east part of the Bay of Bengal, is one ... -
The mutagenic effects of pesticides on enteric bacterial pathogens: a scoping review
(Brac University, 2022-07)Background: Pesticides are chemical substances that are being extensively used worldwide leading to the contamination of environment, particularly in soil and aquatic systems. Thus, enteric bacterial pathogens living in ... -
The role of COVID-19 induced oxidative stress and inflammation on multiple organ system damage
(Brac University, 2022-07)Numerous attempts are being taken globally to comprehend the molecular mechanisms underlying the coronavirus disease 2019 or COVID-19. The majority of deaths among patients might be a direct result of SARS-CoV-2 infection, ... -
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. ... -
A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
(Brac University, 2022-05)Convolutional Neural Networks (CNN)-based automated approaches are vastly utilised to anticipate and diagnose cancer, saving time and reducing mistakes. Deep Learning (DL) CNN methods use a variety of probabilistic and ... -
Data management, Analysis and Data Visualization of Majestic Enterprise (PVT.) LTD.
(Brac University, 2022-05)Majestic Enterprise PVT LTD (MEPL) is a processor and exporter of frozen and chilled raw food items, as well as dry food items. The company has been oper ating since 1998 and exporting its products to various countries ...
