School of Data and Sciences (SDS): Recent submissions
Now showing items 821-840 of 2378
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A comparative study of object detection models for Real Time Application in Surveillance Systems
(Brac University, 2022-01)In this paper, we attempted to give an overview based on thorough research and test ing of the latest object detection methods with an aim to help developers to build a Real Time Responsive CCTV Camera Model. As we welcome ... -
Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
(Brac University, 2022-01)2D computer vision and activities related to medical image analysis are remarkably guided with the help of Convolutional Neural networks (CNNs) in recent years. Since a chief portion in the available clinical imaging ... -
Analysis on the performance comparison between a relational database and a non-relational database for big data application
(Brac University, 2022-01)Database plays a vital role in modern life of technology. Large scale applications such as social media, E-commerce platforms generate a really big amount of data that needs to be stored and worked with properly. And it ... -
Predicting climate induced floods using machine learning
(Brac University, 2022-01)Climate change has been causing devastation on the economy of the country and the world as a whole. The study aims to determine how climate change would impact the frequency and severity of one of the major natural ... -
Voice recognition using machine learning and central database to enhance security system
(Brac University, 2022-01)Voice recognition refers to the purpose of interpreting voice or identifying any individual voice. In modern days of technological advancement voice recognition has been playing an integral part behind many machine ... -
3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
(Brac University, 2022-04)In a mobile network, there are a lot of data that can provide network detail about network efficiency, robustness, and availability. A type of data is mobile network performance data obtained from the key performance ... -
A sustainable Bitcoin architecture
(Brac University, 2022-04)Cryptocurrencies are the new form of trade that has revolutionized how we look into our financial institutions. Bitcoin dominates the industry with the highest market share among the hundreds of other cryptocurrencies. ... -
Fighting depression: psychological approaches among Bangladeshi university students
(Brac University, 2022-05)In recent years, mental health deterioration cases have increased exponentially indicates that this issue needs our attention. Stressful situations of our daily life such as excessive study load, relationship predicaments, ... -
Isolation of bacteriophage from sewage water samples specific for Vibriocholerae
(Brac University, 2019-10) -
A review on the prevalence and Detection of Bacterial contamination in Common Food and Associated Health Risk
(Brac University, 2021-10)Foodborne diseases are becoming a serious public health problem throughout the world, with 48 million illnesses and 3,000 fatalities projected in the United States each year. Over 1.7 billion cases of diarrheal disease-related ... -
An enhanced CNN model for classifying skin cancer
(Brac University, 2022-01)Unrepaired deoxyribonucleic acid in skin cells causes skin cancer by generating genetic abnormalities or mutations, rising day by day. Detecting and diagnosing skin cancer in its early stages is expensive and challenging, ... -
Mitigating DDoS attacks using a resource sharing network
(Brac University, 2021-10)Cloud computing is crucial to the internet just as air is crucial to breathing. Most users do not even come to think how the cloud architecture is one of the giant pillars on which the entire internet and all its related ... -
BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
(Brac University, 2022-01)The art of luring us to click on certain content by exploiting our curiosity is recognized as clickbait. Clickbait might be aggravating at times because it is misleading. Several studies have worked on the detection of ... -
Pest detection system using machine learning techniques
(Brac University, 2022-01)Countries like Bangladesh yield a significant portion of their economy from their agricultural sector. Agricultural pests, on the other hand, have a significant impact on both agricultural production and crop storage. ... -
Crowdmapping on the mitigation of sexual harassment
(Brac University, 2022-01)Sexual harassment is a gruesome act of violence that almost 84% of women in Bangladesh, according to Sajida Foundation [21], from the age of three to sixty, have endured it. With the use of crowdsourcing technology, our ... -
A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
(Brac University, 2021-09)Color vision approach using auto encoded technique is an effective way to detect objects. This approach considers various factors like movement detection, size and shape detection, color detection etc. Here we have ... -
Segmentation based Kidney Tumor Classification using Deep Neural Network
(Brac University, 2022-01)Kidney disease is one of many severe chronic disease that a person can have. Early detection of this disease can be pivotal for proper treatment. Different neural net works have proven to be useful in disease prediction ... -
AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP
(Brac University, 2022-01)Audiovisual data is the most extensively used and abundantly distributed type of data on the internet in today’s information and communication age. However, the necessary audiovisual data is challenging to retrieve because ... -
Progress of edible vaccine development
(Brac University, 2022-02)Edible vaccines are edible plants genetically engineered to contain a gene that specifies an antigen or a marker sequence sequence of defective gene or protein. The mucous lining comprises one of the first lines of defense ... -
Knowledge, Attitude and Practice (KAP) study on COVID-19 vaccination in Bangladesh
(Brac University, 2021-12)Coronavirus Disease 2019 (COVID-19), an infectious respiratory disease caused by the viral strain, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has become a distinct cause of the global burden and a ...
