School of Data and Sciences (SDS): Recent submissions
Now showing items 41-60 of 2211
-
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 ... -
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 ...