School of Data and Sciences (SDS): Recent submissions
Now showing items 681-700 of 2378
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Isolation and identification of dye degrading bacteria from textile sludge to eradicate environmental hazards and maintain a sustainable environment
(Brac University, 2022-10)Bangladesh's textile industries contribute to the country's enormous wealth and prosperity, but they are also silently destroying the country's water bodies and surrounding areas. Textile dye wastewater is brightly ... -
Numerical Modeling of storm surge for the coastal region of Bangladesh
(Brac University, 2022)This study investigates the estimated water levels during a cyclonic storm due to the interaction of tide and surge which also includes air bubble entrainment along the coastal areas of Bangladesh. Thus, a two-dimensional, ... -
Enrichment of indigenous pre-primary education of Bangladesh through HCI
(Brac University, 2022-05)There are some indigenous peoples currently residing in Bangladesh. Most of them are in the hilly area in the southeast part of the country. These areas of Bangladesh are tough to reach. Even though modern technology ... -
Early detection of cervical cancer using deep neural networks
(Brac University, 2022-05)Cervical cancer is a disease that is mostly preventable, but it is one of the major causes of cancer fatality in women worldwide. Several studies say that annually 2,60,000 women die because of cervical cancer. Chronic ... -
Predicting brain age from EEG signals using machine learning and neural network
(Brac University, 2022-05)The objective of this study was to develop a technique for calculating the ages of people’s brains by analyzing EEG data signals and using machine learning algorithms on a Raspberry Pi. We employed many machine learning ... -
A GAN-based federated learning architecture for data augmentation of medical images
(Brac University, 2022-09)n the medical industry, the availability of precise data limits the scope of deep learn ing applications. Institutional norms restrict hospitals and research facilities owing to privacy concerns. Therefore, data collection ... -
Antibiotic resistance in commercially available probiotics in Bangladesh
(Brac University, 2022-04)“Probiotic” can be defined as live microorganism with the ability to promote health befits in the host body when consumed in adequate amount. It is well known that probiotics improve intestinal health, boost immune ... -
Recognizing sentimental emotions in text by using Machine Learning
(Brac University, 2022-10)As one of the fastest and most prominent deep learning technologies being fiddled with today, sentiment analysis is capable of revealing an individual’s true emotions by analyzing their facial speech, text, facial ... -
DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
(Brac University, 2022-09)Moiré artifacts is a special type of noise which is rarely considered in deep learning based image processing tasks. But with the increasing number of digital screens like TV, laptop, desktop screens etc. it is becoming ... -
Assessment on the microbial status of potable/ drinking water in Dhaka city and the comparative analysis of different regions of the city on antibiotic resistance
(2022-01)Dhaka City is home to nearly 22,478,000 people, but accessible drinking water sources are limited. Moreover, the minimal available water sources are polluted, rendering the Dhaka City population victim of water-borne ... -
Characterization and prevalence of Post-COVID symptoms among recovered patients in Bangladesh
(Brac University, 2022-05)Among the developing nations, Bangladesh was one of the countries severely impacted by the Covid-19 pandemic. The healthcare sector was overwhelmed with patients, and economic development came to a halt. Returning back ... -
Ecommerce Web Application
(Brac University, 2022-09)ECommerce is the term used to describe the selling of products and services online. It’s one of the most dynamic industries in the world, and it’s growing faster than ever in the past few years. In 2016, ecommerce sales ... -
Prediction of Antimicrobial Peptides from Metatranscriptomic samples: A case study
(Brac University, 2022-10)The COVID-19 pandemic has shed new light on the ongoing antimicrobial resistance (AMR) global crisis as the use of antibiotics has dramatically increased to treat severely ill patients. In this post-pandemic era, the ... -
Rapid detection of viable Vibrio Cholerae by Bacteriophage
(Brac University, 2022-09)For the sake of food safety and public health, it is crucial to be able to quickly identify live viruses in food. Traditional methods of establishing microbial viability, known as “culture-based detection methods” can ... -
RetinalNet-500: a newly developed CNN model for eye disease detection
(Brac University, 2022-05)Fundus images are commonly used by medical experts like ophthalmologists, which are very helpful in detecting various retinal disorders. They used this to diagnose the different types of eye diseases like Cataracts, ... -
Sentiment analysis on E-commerce based product reviews using machine learning algorithms
(Brac University, 2022-05)Opinions from others can be important when a choice is necessary, mainly when valuable resources such as time and wealth are involved. People often depend on their peers’ past experiences. The analysis of sentiments or ... -
Demand forecasting on supply chain using ML and NN
(Brac University, 2022-05)Demand forecasting is mainly a process whereby analyzing historical sales data, strategic and operational strategies are devised in order to estimate customer demand. One of the most fundamental aspects of supply chain ... -
A study of microbial water quality check and isolation of Helicobacter Pylori from water samples taken from Dhaka city
(Brac University, 2020-08)Water is indispensable for human survival. According to the World Health Organization, around two billion people in the world drink fecal contaminated water. This means there can be higher chances for the presence of ... -
Deep Learning based Medicinal Plants Leaf Recognition
(Brac University, 2022-09)Plants assume a significant part in Earth’s nature by giving food, cover and keeping a solid environment.These plants contain some significant therapeutic qualities. Due to having fewer negative side effects and being ... -
Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
(Brac University, 2022-09)Recently, researchers have focused on understanding human sentiment using mechanical devices or reactions to any machinery activity. Computerization is becoming more prevalent in today’s environment. People are unaware of ...
