School of Data and Sciences (SDS): Recent submissions
Now showing items 521-540 of 2374
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Classification of common fetal anatomical planes from ultrasound imaging using dempster shafer theory and deep learning
(Brac University, 2022-09-29)Ultrasound (US) examination is a widely used important instrument to monitor mother and fetus health in a cost-effective and non-invasive way. The acquisition of Ultrasound (US) images to determine vital fetal organs for ... -
Machine learning In breast cancer prognosis and prediction
(Brac University, 2022-05-19)In the human body, cancer is a condition that causes cells to proliferate quickly and uncontrolled across the whole body. It has the ability to arise in any of the billions of cells that build up the human body. Human cells ... -
A domain and noise adversarial bird tune classification pipeline using deep neural network
(Brac University, 2022-09-29)Birds are an important category of animals that ecologists keep track of utilizing autonomous recording units as a key indication of environmental health. Because of the consequences of climate change and the rising ... -
Greenhouse monitoring and harvesting mobile robot with 6DOF manipulator utilizing ROS, inverse kinematics and deep learning models
(Brac University, 2022-01-20)The rapid climate change and scarcity of fertile land has been a global concern recently. To sustain the food supply its high time to think about the modern way of cultivating which is greenhouse. Taking these changes as ... -
Classification of Bangladeshi soil texture using convolutional neural network
(Brac University, 2022-09-29)In agriculture, soil is one of the most potential output sources. That is why, if we can foresee the soil’s nature and how it will turn in the future as well as it’s other qualities, we may achieve adequate monitoring ... -
A comparative performance analysis of accident anticipation with deep learning extractors
(Brac University, 2022-09-29)Accident anticipation has become a major focus to avert accidents or to minimize their impacts. Over the years, several network systems are being developed and applied in self-driving technology. Despite the fact that ... -
Front-end web development
(Brac University, 2022-01-17)Website Design and Developments (Front-End Developments) makes the world of website developments much easier and interactive. It is capable to help you interact with the websites in more interactive ways. It is quite useful ... -
Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
(Brac University, 2022-09-22)Image is among the most common and important factors in modern day research. From Image processing to Image synthesis all the aspects of image are necessary and have always been prioritized. For this we tried to incorporate ... -
Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
(Brac University, 2022-06-05)There are several works on mood detection by machine learning from physical and neuro- physical data of people, along with works on emotion recognition using eye-tracking. We want to show that a person’s mood can be detected ... -
Application of machine learning in attentiveness detection from EEG signal
(Brac University, 2022-09-29)Brain-computer interface (BCI) spellers enable severely motor-impaired people to communicate through brain activity without the use of their muscles. Our brains precisely predict what we will think. If a human-readable ... -
Detection and prediction of epileptic seizure using different machine learning classifiers
(Brac University, 2022-05-29)Analyzing neural signals produced by neurons in the brain, epilepsy can be diagnosed. An electroencephalogram (EEG) measures brain electrical activity, and studying EEG data in order to detect epileptic seizures in their ... -
Cyber threats and scams in FinTech organizations: a brief overview of financial fraud cases, future challenges, and recommended solutions in Bangladesh
(Brac University, 2022-06-05)The idea of financial systems has changed with the touch of applications based on information technology and came up with a new terminology called ‘FinTech’ (Financial Technology). With the rising technology, Fintech has ... -
Internship in IT audit
(Brac University, 2022-12-04)Human capacity in the auditing field is immense. The task not only ensures company security but also the safety of its employees and clients making it one of the most crucial sectors. To identify the lack of security and ... -
An analysis on the effects of parenting style on offspring’s behavior using machine learning
(Brac University, 2022-12-04)Parents are usually the most important person for a human being as they encourage and support an offspring’s physical, emotional, social, and intellectual development from infancy to maturity. An individual faces various ... -
Prediction of bipolar disorder from mental episodes using machine learning approach
(Brac University, 2022-06-05)A precious gift to mankind is the ability to express their emotions or feelings and also to realize. Sometimes, an omnipresent sustained feeling or emotion can dominate a person’s behavior and affect his perception which ... -
Internship at Professional Associates Ltd.
(Brac University, 2022-05-29)Included in this paper are accounts of my internship undertaken in the fulfillment of my Bachelor of Science in Computer Science and Engineering from Brac University; with Professional Associates Ltd. As part of my internship ... -
An efficient deep learning approach for 3D face detection using multiple angular 2D images
(Brac University, 2022-09-25)3D face reconstruction is a useful computer vision technique for facial recognition. Accuracy decreases drastically while extracting features from 2D and moving images. To overcome this problem, we are proposing ... -
Detection of circulating dengue virus serotypes of 2021 dengue outbreak in Dhaka, Bangladesh
(Brac University, 2022-01)Dengue infection is a self-limiting febrile illness caused by four serotypes of dengue viruses (DENVs). It is one the most important, yet globally neglected, vector-borne diseases in tropical and subtropical regions of the ... -
Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
(Brac University, 2021-12)Radiology imaging, such as magnetic resonance imaging (MRI), computed tomography (CT-scan), X-ray imaging (X-ray), and ultrasound imaging (US), is used to diagnose a variety of disorders, including brain disease, whole-body ... -
Smartchain: a blockchain-based user authentication system for smart homes
(Brac University, 2022-01)Smart houses are more about being environmentally conscious and offering security. Smart home technologies can make homes more energy-efficient and allow users to save money. This concept of making the life of the common ...
