School of Data and Sciences (SDS)
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Application of machine learning in identification of best teaching method for children with autism spectrum disorder
(Brac University, 2022-05)A good teaching method is incomprehensible for an autistic child. The autism spectrum disorder is a very diverse phenomenon. It is said that no two autistic children are the same. So, something that works for one child ... -
Deep learning-based real-time pothole detection for avoiding road accident
(Brac University, 2022-01)Bangladesh is a fast-developing country, and the number of roads increasing with it is immense. With the ever-growing amount of road comes the age-old problem of a pothole. This paper represents a model of deep learning-based, ... -
Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
(Brac University, 2022-05)The importance of a tree’s involvement in human life and the environment cannot be overstated. Plants, like humans and animals, are susceptible to disease. Many vegetation diseases might impair a plant’s healthy development. ... -
Intracranial hemorrhage detection using CNN-LSTM fusion model
(Brac University, 2022-05)Intracranial Hemorrhage is a term used to describe bleeding between the brain tissue and the skull or within the brain tissue itself. It is life-threatening and needs immediate medical attention. As the first response, ... -
Design and implementation of wireless IoT device for women’s safety
(Brac University, 2022-05)As daily newspapers and telecast media gets flooded with rape and murder of young children and women, it becomes a national duty to safeguard their safety at all times. According to a statistic, more than a thousand ... -
Image translation of Bangla and English sign language to written language using convolutional neural network
(Brac University, 2022-05)One particular thing that differentiates humans from other species is their abilities to interact. To communicate with others, humans invented languages as units. There are 6500 Languages in this world for people of ... -
Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
(Brac University, 2022-05)The COVID-19 pandemic has significantly affected day to day lifestyle all over the planet by disequilibrating social order. It moreover added anxiety about the capability of the world’s democracies to cope with the vital ... -
Multidrug Resistant Salmonella Spp. and Staphylococcus Spp. Isolated from milk in Dhaka City
(Brac University, 2021-03)The foodborne pathogen Salmonella spp. and Staphylococcus spp. are responsible for a food borne disease affecting both humans and animals. To evaluate the presence of these nuisance bacteria, a total of 61 samples ... -
Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
(Brac University, 2022-05)Uprising a child is a psychological construct of parents, which is a combination of factors that evolves over time with the growth and development of the child. Parent ing style represents a set of strategies that have ... -
Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
(Brac University, 2022-01)The Internet of Things (IoT) is a term that refers to billions of actual gadgets all over the universe that are connected to the network, participating in all social events, and sharing data. It is the most recent ... -
Automatic attendance system using facial recognition
(Brac University, 2022-01)Artificial Intelligence has brought revolutionary change all around the world prov ing its effectiveness almost in every aspect. AI is not only a science-fiction dream anymore, but also a constant part of our everyday ... -
Internship as a young professional under the application team of Business Automation Ltd.
(Brac University, 2022-01) -
Isolation of β-Lactam & Colistin Resistant Bacteria and associated β-Lactamase & CLR Gene from animal originated food
(Brac University, 2022-01)After the COVID-19 outbreak, the emergence of antimicrobial resistance among bacterial pathogens is another concern for public health. This study was designed to investigate the presence of multi-drug resistant β-lactamase ... -
Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
(Brac University, 2021-01)Cryptocurrency has been a fascinating topic of many over the past few years, as many people are starting to trade these currencies for big cash-outs. It is a decentralized digital currency. It is a cryptocurrency that ... -
Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
(Brac University, 2022-03)Since 1970, researchers have been attempting to recognize and comprehend spontaneous speech. For an automatic voice recognition system, many techniques were employed. People always choose English for voice recognition ... -
Stock Market Price movement prediction using RNN and Point-weight Sentiment
(Brac University, 2022-01)Predicting the price of stocks has always been an exciting and challenging field for academics and investors for a long time as it helps to gain high-profit margins for investment companies, investors, and emerging ... -
Prevalence of Salmonella spp. in Vegetables: A Review Paper
(Brac University, 2022-03)A number of studies have found a link between salmonellosis outbreaks and the eating of raw vegetables. This study is a literature evaluation on the prevalence of Salmonella spp. in fresh vegetables that was conducted ... -
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm
(Brac University, 2022-01)With the fast growth of heterogeneous technology, today’s world is influenced by the Internet of Things (IoT) in immense ways. IoT networks connect resource constrained devices to provide automatic services which require ... -
A review on Mucormycosis in view of COVID-19, Diabetes and the role of Iron
(Brac University, 2021-10)COVID-19 has made people all over the world susceptible to other diseases caused by various microorganisms. One of them is caused by a fungus called mucormycosis or black fungus. Together with diabetes and COVID-19, it ... -
Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
(Brac University, 2021-09)eep learning, a cutting-edge machine learning technique, has outperformed classical machine learning at detecting detailed structures in complex multi-dimensional data, particularly in the field of computer vision. As ...
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