Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 721-740 of 1520
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Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
(Brac University, 2020-10)Individuals are free to articulate thousands of emotions. Emotion can be associated with feelings articulated by or observable by voice intonation, a facial expression of body language, an initial response from one’s mood ... -
Detecting brain tumor using deep neural networks from MRI images
(Brac University, 2021-06)A brain tumor is a collection of abnormal cells growth in brain. It is a neurological disease which causes great damage and affects other healthy cells of brain. It can be cancerous or non-cancerous. Nowadays, people are ... -
Estimating flood susceptibility of Bangladesh in the future year using machine learning
(Brac University, 2021-06)Being a riverine country with more than 400 rivers, flood is a common phenomenon for Bangladesh. As, the land is less than five meters above sea level, and also due to heavy rainfall during monsoon season, it makes the ... -
LSTM based content prediction for edge caching using federated learning approach
(Brac University, 2021-06)With rapid expansion and worldwide penetration of internet usage, there has been a rapid growth and development in the field of communication technology. To meet a never ending demand of excellence in quality and ... -
Approaching transfer learning to identify correctly worn facial masks
(Brac University, 2021-06)Climate change has made the outbreak of diseases, especially airborne and contagious diseases much more extreme. Therefore, wearing masks has become essential in protecting ourselves not only from very common airborne ... -
Identification of fake news using machine learning in distributed system
(Brac University, 2021-06)The World Wide Web’s launch and the rapid adoption of social media platforms (such as Facebook and Twitter) paved the way for unparalleled levels of information diffusion in human history. Consumers are creating and ... -
A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
(Brac University, 2021-08)Rainfall has always been important in context of Bangladesh as almost 43% of the population depends on agriculture for their livelihood. Global warming has been taking a toll on environment and rainfall patterns have ... -
Comparative analysis and implementation of credit risk prediction through distinct machine learning models
(Brac University, 2021-06)Predicting the risk while lending money has always been a challenge for financial institutions. To make such decisions many banks or financial organizations follow different techniques to analyze a set of data. Manual ... -
Gene classification and pattern analysis using data mining and machine learning techniques
(Brac University, 2021-06)Gene classification and pattern extraction from gene sequence data is essential in understanding different gene sequence features. The field of gene expression data analysis has grown in the past few years from being ... -
Feature and performance based comparative study on serverless framework among AWS, GCP, azure and fission
(Brac University, 2021-06)Cloud computing is one of the most flourishing technologies in today’s internet based world and the upcoming trend for the future. It has roughly been a decade of the development on this field. The first initiative had ... -
DenseNet based skin lesion classification and melanoma detection
(Brac University, 2021-06)In the language of medical science, the most harmful variant of skin cancer that may develop in human cells is distinguished as melanoma. The principal reasons behind developing melanoma in human skin are still unknown. ... -
Malware Detection Using Neural Network
(Brac University, 2021-01)One of the great and major issues facing the Internet today is a large amount of data and files that need to be analyzed for possible malicious purposes. Malicious software also referred to as an attacker’s malware is ... -
Diagnosis of cervical cancer using effective hybrid model in Bangladesh
(Brac University, 2021-06)This paper discusses the various forms of restraints, regulations, struggles, and reme dies for overcoming cervical cancer challenges. It is a life-threatening disease that affects women all over the world. The lack of ... -
Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
(Brac University, 2021-01)Alzheimer’s disease (AD) is a neurological disease that affects the healthy cells of the brain and results in people having long-term memory loss, thinking problems, disorientation, behavioral inconsistencies and finally ... -
A comparative analysis of emotion recognition using EEG signals with a channel selection technique
(Brac University, 2021-01)Emotion can be defined as the neurophysiological changes people experience due to significant internal or external occasions. This is a mental condition that can a↵ect a person’s behavior, mood, way of life, and relationship ... -
Detecting online recruitment fraud by using machine learning
(Brac University, 2021-01)Online Recruitment fraud (ORF) is becoming an important issue in the cyber-crime region. Companies find it easier to hire people with the help of the internet rather than the old traditional way. But it has greatly ... -
A framework for sentiment analysis: a data-driven approach
(Brac University, 2021-06)Internet is free and straightforward access to an immense measure of crude content information that can be mined for sentiment analysis. For a long time, this is being used for market research, user opinion mining, ... -
Classification technique for face-spoof detection in artificial neural networks using concepts of machine learning
(Brac University, 2021-06)In biometric technology, face recognition techniques are considered the most signif icant research area. This technology is abundantly used in security services, smart cards, surveillance, social media, and ID verification. ... -
Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
(Brac University, 2015-08)Coronavirus 2019 (in short, COVID-19), originated in the Wuhan province of China in December 2019, has been declared a global pandemic by WHO in March 2020. Since its inception, it’s rapid spread among nations had initially ... -
Resource optimization in cloud computing using dynamic load balancing technique
(Brac University, 2021)In this dynamic era of science and technology, the endless advancement of cloud computing and the tireless usage of different devices now demands more optimized cloud–based services to users over the internet system. ...
