School of Data and Sciences (SDS): Recent submissions
Now showing items 941-960 of 2378
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Homeland - a project by Aveneur Solutions
(Brac University, 2021-09)Aveneur Solutions is an aesthetic-first web design, digital content, and software development company - serving businesses both large and small. It is a creative IT company that provides a diverse set of services tailored ... -
IoT based parking system: prospects, challenges, and beyond
(Brac University, 2021-09)The world is getting populated over time and with that number of cars per space is increasing. Parking gets complicated for people over time. Over the development of the Internet of Things (IoT), many parking systems get ... -
Finding ideal geographical location for businesses using machine learning technique
(Brac University, 2021-09)The world has become a place where the economy is at the epicenter of it all. World economic growth has paved the way for people to enrich their lives with all sorts of blessings. A major chunk of this shift in the world's ... -
Sentiment analysis using Natural Language Processing (NLP) & deep learning
(Brac University, 2021-09)It is an age of the Web and electronic media, and social media stages are one of the foremost frequently used communication mediums these days. But a few individuals utilize these platforms for a noxious reason and among ... -
Credit card fraud detection using machine learning techniques
(Brac University, 2021-09)The extensive use of the internet is perpetually drifting businesses to incorporate their administrations in the online environment. As a result of the development of e-commerce websites, people and monetary corporations ... -
A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
(Brac University, 2021-09)Rapid industrial growth has increased the vulnerability of systems to malfunction and permanent damage. Fault detection systems have been installed to prevent such occurrences. In order to eliminate potential life-threatening ... -
Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
(Brac University, 2021-02)Sign-language recognition is an essential part of computer vision to solve a communication obstacle between the deaf-mute and the common. Bangladeshi Sign Language (BdSL) is the medium of communication of the deaf and dumb ... -
Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
(Brac University, 2021-09)In the current ongoing world of the IoT (Internet of Things) devices, it is absolutely vital to have a safe, secure and reliable cyberspace. A cyberspace or network where it is free from all sorts of unethical activities ... -
A machine learning approach to detect DeepFake videos
(Brac University, 2021-06)DeepFake detection is important as the internet is a big part of our lives. DeepFake photos and videos can easily mislead us into thinking something that probably did not happen. It can also reduce trust in the media. ... -
An efficient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
(Brac University, 2021-01)Among the most convenient bacteriological assessments for the diagnosis and treatment with several health complications is the chest X-Ray. The World Health Organization (WHO) estimates, for instance, that pneumonic plague ... -
Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
(Brac University, 2021-01)Retinal disease diagnosis by machine learning can be achieved using Deep Neural Network based predictors. Use of Explainable Artificial Intelligence (XAI) has the potential to explain the black box of those neural network ... -
Analyzing area-wise air pollution level using machine learning for a better future
(Brac University, 2021-09)Environment consists of nature and surroundings where all living beings co-exist. Harming the environment will in turn harm all living and non-living things alike. One of the major concerns of environment pollution is ... -
A blockchain-driven framework designed for pharmaceutical community to secure and trace the trail of drug supply chain
(Brac University, 2021-09)Our quality of life relies heavily on health products, which marks our dependence on the pharmaceutical industry. Drug safety is very important to ensure that our life-savers do not turn out to be the cause of our death. ... -
Detection of multiple sclerosis using deep learning
(Brac University, 2021-01)Accurate detection of white matter lesions in 3D Magnetic Resonance Images (MRIs) of patients with Multiple Sclerosis is essential for diagnosis and treatment evaluation of MS. It is strenuous for the optimal treatment of ... -
A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
(Brac University, 2021-01)Water is a vital element in our environment but day by day water pollution is increasing in an alarming rate in our country. In Bangladesh’s perspective, industries such as textile and ready-made garments (RMG) contribute ... -
Multi-modal hate speech detection using machine learning
(Brac University, 2021-01)Hate speech is a common problem that people face in any content based applications. With continuous growth of internet users and media contents, it is very hard to track down hateful speech in audio and video. Converting ... -
Analysis on dengue severity using machine learning approach
(Brac University, 2021-01)Dengue is a viral disease that spreads in tropical and subtropical regions and is especially prevalent in South-East Asia. To some certain extent, this mosquito-borne disease triggers nationwide epidemics, which results ... -
Traffic congestion reduction in SUMO using reinforcement learning method
(Brac University, 2021-02)The exemplary traffic controlling system is getting helpless because of urbanization and a consistently expanding populace. Living in a cutting-edge time of science and innovation, an advanced arrangement is a beggar ... -
A deep learning based autonomous electric vehicle on unstructured road conditions
(Brac University, 2021-09)Autonomous driving vehicles are too known as driver-less cars which is one of the foremost astounding advances of the twenty-first century, anticipated to be driverless, effective, and crash dodging ideal urban cars of ... -
Internship as a software quality assurance engineer
(Brac University, 2021-10)Shohoz Limited has developed a mobile app to provide di erent kinds of services to the people of Bangladesh. There are several di erent services, all available in just one single app. Some of the services are ride sharing, ...
