School of Data and Sciences (SDS)
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Recent Submissions
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Autonomous delivery robot
(Brac University, 2023-05)Autonomous driving is now a topic of great interest in the modern world. With the advancement of AI and hardware technology, it is now possible to tackle many obstacles a human usually faces. The concept of the autonomous ... -
Electronic voting system based on blockchain
(Brac University, 2022-09)The primary goal of this application is to create a voting app which is safe and the result is unchangeable. By using blockchain technology these goals can be achieved. Data in blockchain is not stored in only one location ... -
Skin lesion classification using different CNN models
(Brac University, 2023-05)The field of dermatoscopic image classification has gained significant attention as there is a growing demand for early diagnosis of specific diseases. The use of deep learning is increasingly significant in the quest ... -
References validation in scholarly articles using RoBERTa
(Brac University, 2023-05)In the recent era of technological advancement, evaluating references and assignments and validating those are some of the primary processes to justify the authenticity of a research work in the academic sector. The purpose ... -
Automatic waste classification using deep learning and computer vision techniques
(Brac University, 2023-03)Waste management refers to a system that starts with classifying different kinds of waste and gradually managing it from its inception to its final disposal. Labeling waste in a proper manner can ensure the best outcome ... -
A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
(Brac University, 2023-04)Nowadays, social networking sites like Facebook and Twitter have become an sig- nificant impact on our lives . We use such sites to remain in touch with one another and as a source of news to stay informed about current ... -
Automated overtaking assistance system: a real-time approach using deep learning techniques
(Brac University, 2023-03)Road accidents are one of the major causes of fateful deaths in Bangladesh. In most cases it is caused by Overtaking on highways or on regular roads. In terms of overtaking the major task is to decide whether the overtaking ... -
Prediction of earthquakes: a step towards predicting the unpredictable
(Brac University, 2023-01)One of the most catastrophic natural disasters is an earthquake, especially because they typically occur without warning. It has catastrophic effects on both the econ- omy of a nation and human life. Our paper is a step ... -
Vision Transformer (ViT) approach in computer aided diagnosis of acute lymphoblastic leukemia
(Brac University, 2023-01)Blood cancer is a serious and potentially deadly type of cancer that affects the pro duction of blood cells in the body.Leukemia, lymphoma, and myeloma are the three primary kinds of blood cancer.Leukemia, which is the ... -
Federated ensemble-learning for transport mode detection in vehicular edge network
(Brac University, 2023-01)Transport Mode detection has become a crucial part of Intelligent Transportation Systems (ITS) and Traffic Management Systems due to the recent advancements in Artificial Intelligent (AI) and the Internet of Things (IoT). ... -
A quantum algorithm for pairwise sequence alignment
(Brac University, 2023-01)DNA Sequence Alignment is the process of aligning DNA sequences in order to identify similarities between multiple sequences. The primary reason is to sort out the evo lutionary, functional or structural relationships ... -
Fire and disaster detection with multimodal quadcopter By machine learning
(Brac University, 2023-03)Our thesis research is consisted of developing a model that can detect early fires and, mapping the area for fire and disaster detection using a UAV (Unmanned Aerial Vehicle) or quadcopter if a fire break out. Furthermore, ... -
An advanced data fabric architecture leveraging homomorphic encryption and federated learning
(Brac University, 2023-03)In this study, we present a novel approach for securely analyzing medical images using federated learning and partially homomorphic encryption within a distributed data fabric architecture. Our approach allows multiple ... -
A hybrid rumor detection model derived from a comparative study of supervised approaches
(Brac University, 2023-01)In the current age of social media, information spreads like wildfire. Unfortunately, this also means that misinformation or rumors can spread easily. The spread of this misinformation can have negative consequences for ... -
Corn leaf disease detection using deep convolution neural network
(Brac University, 2023-01)Detecting corn leaf diseases helps farmers identify and treat impacted crops. Early disease identification reduces crop loss. Manual leaf diagnostic imaging takes time and is prone to mistakes. This thesis proposes a ... -
A system for fair rickshaw fare measurement in Bangladesh
(Brac University, 2023-03)A rickshaw is a three-wheeled, environment-friendly, low-cost mode of transportation. They are one of the most efficient modes of transportation for moving people or goods across short to medium distances. The majority ... -
Shohojogi: an automated Bengali voice chat system for the banking customer services
(Brac University, 2023-03)As the name refers, this research aims to develop an automated voice chat system in Bengali language for the banking system. The system enables clients to learn about detailed information such as account opening queries, ... -
Fraud detection in E-commerce using natural language processing
(Brac University, 2023-01)Electronic commerce sometimes referred to as e-commerce is a type of business that enables both businesses and private individuals to purchase and sell products and services online. E-commerce in Bangladesh is thriving ... -
An artificial intelligence-enabled crop recommendation system
(Brac University, 2023-01)Our country is overburdened with a population of more than 160 million. So fulfilling the need for food for the whole population can be overwhelming. This research has been conducted to ensure maximum efficiency in ... -
An interpretable transformer based approach to classify Malaria from blood cell images
(Brac University, 2023-01)Malaria is a disease that can be fatal, and it is spread through the bite of the female Anopheles mosquito. The life of the sufferer is put in jeopardy as a result of the pres ence of numerous plasmodium parasites, which ...
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