School of Data and Sciences (SDS): Recent submissions
Now showing items 61-80 of 2224
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Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
(Brac University, 2023-09)As technology becomes more accessible, it is now much easier than ever to abuse someone by misusing it. Usually, people use slang or absurd language with the goal of bullying, harassing, and harming someone by using ... -
A machine learning based approach for DDos attack detection
(Brac University, 2023-09)The modern era saw the rise of technologies in almost every sector. Computers are gradually becoming faster and smaller, also allowing people to utilize them almost everywhere. As computer technology has become an important ... -
Sign language detection and conversion to readable Bengali words using BdSL
(Brac University, 2023-09)In this era of modernization, technology is used to improve the outcome in every aspect of our lives. At the beginning of development, scientists made tools and pieces of stuff in order to enhance the speed of communication. ... -
Enhancing eye disease classification through synergistic deep learning approaches
(Brac University, 2023-09)The number of people living with blindness is about 43 million people and 295 million people are living with moderate-to-severe visual impairment. The leading causes of most blindness are macular degeneration, diabetic ... -
Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
(Brac University, 2023-09)Bangla is one of the most popular languages in the world and more than 210 Million people use it as their first or second language. The literature of Bangla has a rich history and dates back thousands of years. However, ... -
A deep learning approach for prediction of ADHD using brain structure
(Brac University, 2023-09)Attention deficit hyperactivity disorder (ADHD) is a complex condition affecting the brain’s neurodevelopmental processes. Prompt treatment and accurate diagnosis can alter neural connections and improve symptoms. This ... -
3D Brain image segmentation using 3D tiled convolution neural networks
(Brac University, 2023-09)Gliomas are the primary brain tumors that are most commonly observed in adult patients and exhibit varying degrees of aggressiveness and prognosis. The accurate identification and diagnosis of Gliomas in surgical procedures ... -
Product recommendation system
(Brac University, 2023-09)Recommender systems play a role, in helping consumers by suggesting products. These systems rely on algorithms, many of which are based on machine learning from the intelligence field. However, choosing the algorithm for ... -
Medical image reader powered by artificial intelligence
(Brac University, 2023-09)Misdiagnosis in medical imaging is a critical concern, risking patients’ health due to the pivotal role of radiologists’ accuracy in diagnostics. Current cross-checking methods for radiologists’ decisions are limited, ... -
Aspect based opinion mining on restaurant reviews
(Brac University, 2023-09)The way businesses are operating have changed due to the explosion of the internet. Social media has an increasing number of reviews as people are keen to express their opinions based on their experiences. Online reviews ... -
Exploring the potentials and horizons of network block device (NBD) integration on the android ecosystem
(Brac University, 2023-09)The NBD (Network Block Device) protocol plays a pivotal role in enhancing the Android ecosystem, particularly in terms of storage management and optimizing power efficiency on ARM devices. By facilitating network block-level ... -
Comparative analysis of neural network Models for peripheral blood cell image classification
(Brac University, 2023-09)It’s quite difficult to fathom that the future of medicine and diagnosis is more dependent on, and much more likely to be dictated by the growth of technology than the quality of doctors. One of the deadliest diseases ... -
Exploration and mitigation of gender bias in word embeddings from transformer-based language models
(Brac University, 2023-09)Machine learning has the potential to uncover data biases resulting from human error when it’s implemented without proper restraint. However, this complexity arises from word embedding, which is a prominent technique for ... -
“Pseudomonas aeruginosa characterization and analysis based on its antimicrobial resistant pattern collected from hospital wastewater and adjacent community water.”
(Brac University, 2023-08)Introduction: The main purpose of this study is to identify the multidrug-resistant genes from some specific microorganisms. Among them, our selected organism was Pseudomonas aeruginosa. The highly known Carbapenem and ... -
ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network
(Brac University, 2023-07)Blockchain is a ground-breaking technology that has changed how we manage and store protected data. It is a decentralized ledger that enables safe, open, and unchangeable record-keeping. It relies on a distributed network ... -
Advance waterway transport system based on Internet of Things (IoT)
(Brac University, 2022-09)Nowadays the inland waterway transportation sector has grown significantly in recent years, offering a large possible contribution to environmentally friendly and cost-effective transportation to reduce congestion on the ... -
Flight fare prediction using machine learning
(Brac University, 2022-01)This paper deals with the forecast of Flight Price of domestic airlines.Revenue management relies heavily on forecasting. Air passengers (buyers) frequently search for the ideal time to buy tickets in order to save as ... -
Internship as a Product Manager of Onnow Pte Ltd
(BRAC University, 2023-03) -
Systematic analysis on peer-to-peer botnet attack detection
(Brac University, 2022-09)"Botnet” refers to a network of compromised machines that the bot master remotely controls to prosecute innumerable malicious activities through a CC server and mis cellaneous slave machines. It is possible to categorize ... -
Detection of multidrug-resistant bacteria in the eye and face makeup cosmetics collected from local markets of Dhaka
(Brac University, 2024-02)The study aimed to determine the level of contamination and evaluate the multidrug resistance of the bacteria isolated from cosmetic products commonly used by women in Dhaka city. A total of 102 samples from locally ...