School of Data and Sciences (SDS): Recent submissions
Now showing items 341-360 of 2374
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Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
(Brac University, 2024-01)In this project, we delve deeper into the complex area of predicting a potential replacement of a footballer of a specific position. For that, we used multiple machine learning models on the Sofifa dataset. Our analysis ... -
A deep learning application for real-time debris detection: underwater environment
(Brac University, 2023-12)Recognizing the significance of accurately measuring and removing underwater waste is vital for safeguarding marine ecosystems and the environment. Measuring underwater waste is challenging due to factors like light ... -
NLP-based AI robot for intelligent interaction
(Brac University, 2024-01)The benefits and advantages of integrating AI, ML, and NLP into library services which can redefine how traditional libraries function are thoroughly discussed in this paper. The practical applications of ML and AI in ... -
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
(Brac University, 2024-01)In recent years, pattern recognition has made significant progress; as computers can now identify and classify patterns of objects from various types of visual sources. These substantial forward strides in image and ... -
Building Security Operations Center (SOC) using open source technologies SIEM for industries
(Brac University, 2022-09)In this day of rapidly expanding technology, large industries, enterprises, and star tups must safeguard sensitive information about their clients, employees, internal processes, and more. However, with the growth of ... -
Application of deep learning in MRI classification of Schizophrenia
(Brac University, 2023-01-23)In today’s world, when people are suffering from complex brain diseases, MRI has been playing a very significant part in understanding brain functionalities and its abnormalities. Deep learning has been recently used for ... -
Detecting tweet sentiment and sarcasm on online learning during covid-19
(Brac University, 2023-01)COVID-19 pandemic has created a lot of challenges for student learning and educa tion across the globe. As a result of the global increase of the state of COVID-19, numerous educational institutions in the whole world ... -
Pneumonia Disease detection using the convolutional neural network
(Brac University, 2023-01)A bacterial illness called pneumonia causes inflammation in the air passages with one or even both lungs. The disease can range from mild to life-threatening. Diagnosing the disease at an earlier stage is crucial for the ... -
Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
(Brac University, 2023-09)Cancer, an enduring medical enigma with historical recognition dating back to ancient civilizations, remains without a definitive cure. This research undertakes a comprehensive investigation encompassing nine prevalent ... -
Oral microbial profile and their connection with systemic diseases: a review
(Brac University, 2023-11)In countries like Australia, Spain, the UK, and the USA, the interrelation of systemic diseases with oral microbes, has grabbed the attention of the experts. Oral microbes are the causative agents of several systemic ... -
Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
(Brac University, 2023-12)This proposal presents a comprehensive investigation of cervical cancer frequency and patterns, with a focus on a multi-national perspective, particularly highlighting the circumstance in Bangladesh. Utilizing a mix of ... -
Peripheral neuropathy and diabetes: severity, management and future perspectives
(Brac University, 2022-04)Diabetic neuropathy is a heterogeneous gathering of problems with very complicated pathophysiology furthermore, influences both physical and autonomic parts of the sensory system. Neuropathy is the most common persistent ... -
Enterprise software development internship
(Brac University, 2023-05)"This internship report is based on my interning period at RedDot Digital Limited from September 2022 until the end of January 2023. RedDot Digital Limited is a 100% subsidiary of Robi Axiata Ltd which is a leading giant ... -
Prediction of production rate for cultivable land correlating soil quality parameters and weather condition
(Brac University, 2023-07)In the modern time due to increasing global warming, the change of weather patterns and increase in pollution, the amount of crop production has been adversely affected. While on the other hand farmers trying to prevent ... -
Human sentiment analysis using natural language processing
(Brac University, 2023-05)"Emotion is something that roams with us, the vibrant tapestry of our human existence. People are frequently so emotionally motivated that we may get a peek of their emotions simply by observing them, listening to them, ... -
Biotechnology for rural development: Scopes of economic advancement using biotechnology in perspective of rural Bangladesh
(Brac University, 2022-06)Besides contributing to academics, industry, and healthcare, Biotechnology has immense potential to directly improve the lives of socially and economically weaker sections of the country. In a developing country like ... -
Consequential factors influencing student’s learning experience in online team teaching of computer programming courses
(Brac University, 2023-01)This study aims to explore the factors impacting how students learn in online pro gramming courses at the undergraduate level in Bangladeshi universities. In the semester of Summer 2022, an online questionnaire to evaluate ... -
A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
(Brac University, 2023-01)Digital image processing utilizes deep learning to tackle challenging issues such as image colourization, classification, segmentation, and detection. The medical image analysis field is developing day by day, and ... -
Clinical manifestation of neonatal sepsis and prevalence of ESBL-producing bacteria in South Asia
(Brac University, 2023-09)"A fatal infection called neonatal sepsis can strike infants as early as 28 days after birth. It contributes remarkably to newborn morbidity and mortality, especially in developing countries. Neonatal sepsis has a ... -
Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
(Brac University, 2023-09)This thesis presents a novel approach for the automatic detection, categorization, and sub-categorization of violent and nonviolent behaviors in video footage. This research addresses the growing necessity for enhanced ...
