School of Data and Sciences (SDS): Recent submissions
Now showing items 201-220 of 2374
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Optimizing abstractive summarization with fine-tuned PEGASUS
(Brac University, 2023-09)Abstractive text summarization is the technique of generating a short and concise summary comprising the salient ideas of a source text without making a subset of the salient sentences from the source text. The introduction ... -
A Proposed novel approach to face recognition using CNN
(Brac University, 2023-09)Facial recognition has emerged as a crucial technology with applications spanning from security and surveillance to user authentication and human-computer interaction. This work is a comprehensive study of facial recognition ... -
Detection of Extended Spectrum β-lactamase (ESBL) And Carbapenemase Encoding Escherichia coli isolates from hospital effluent wastewater and hospital adjacent community tap water in Dhaka metropolitan city
(Brac University, 2023-08)Escherichia coli is a gram-negative, rod-shaped bacterium in the family Enterobacteriaceae. E.coli is an organism of bacterium that can be identified living in a variety of conditions, such as warm blooded animals' and ... -
Microbial determination methods in pharmaceutical and food quality control
(Brac University, 2023-12)Within the realms of pharmaceutical and food production, maintaining stringent quality control measures is imperative. The determination of microbial content emerges as a pivotal component in safeguarding the integrity ... -
A study of malware classification using deep learning
(2023-09)Malware represents an intrusive computer program that is engineered by cybercriminals to destroy computer systems or steal and manipulate sensitive data. Malware classification is crucial to malware detection as it helps ... -
Identification and antibiotic susceptibility of Escherichia coli isolated from chicken samples collected from wet markets in Dhaka city
(Brac University, 2023-06)Pathogenic Escherichia coli can be found in the intestine and feces of the chickens. Even though most E. coli strains are not harmful, there are some deadly E. coli strains, which cause food-borne diseases in humans. ... -
Automatic subtitle generation for Bengali multimedia using deep learning
(Brac University, 2023-09)For audio or video material to be more inclusive and accessible, automatic subtitle generation is essential. Nevertheless, implementing this technology into Bengali presents significant challenges due to scarce resources ... -
A landscape view on antimicrobial resistance pattern of Acinetobacter baumannii and Vibrio cholerae in hospital wastewater and adjacent household water
(Brac University, 2023-06)Global threats to public health are growing from carbapenem-resistant Gram-negative bacteria, particularly the Acinetobacter baumannii-calcoaceticus complex and Enterobacteriaceae- Vibrio cholerae. Numerous multidrug-resistant ... -
Clinical features & outcomes of hospitalized patients with Covid-19 in Dhaka: a single-centered cross-sectional descriptive study
(Brac University, 2023-07)Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is still currently a significant public health concern since the outbreak of its pandemic. we aim to share the clinical manifestations of 222 hospitalized COVID-19 ... -
Tri-modal ensemble for enhanced Bangla sign language recognition
(Brac University, 2023-09)Sign language is the most common method of communication for people with disabling hearing loss. Bangladesh, where BdSL is prominently used among the disabling people, finds communicating with the general mass challenging. ... -
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 ...
