School of Data and Sciences (SDS): Recent submissions
Now showing items 221-240 of 2374
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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 ... -
An android application to predict human activity using a deep learning LSTM model
(Brac University, 2023)The machine learning approach to estimate human activity using smartphone sensor data is challenging. In this project, the HAR approach is conducted based on the LSTM model and can recognize six different behaviors, i.e., ... -
Characterization of newly identified bacterial biofilm degrading bacteriophage obtained from Dhaka city lake water samples
(Brac University, 2023-09)Recently acquired bacteriophages from water samples in Dhaka city which degraded the bacterial biofilms were characterized in this investigation. Bacteriophages unique to E. coli strain 9A(ⲫ9A) and Vibrio cholerae strain ... -
Correlation of mutations with the minimum inhibitory concentrations of isoniazid drug among isoniazid-resistant Mycobacterium tuberculosis isolates in Bangladesh
(Brac University, 2023-08)Tuberculosis is still one of the major causes of mortality in the globe. Isoniazid (INH), a first-line medication used to treat tuberculosis is becoming increasingly resistant. With the rise of INH resistance we need more ... -
ML based performance assurance and VoC management of highly convergence mobile operator network.
(Brac University, 2023-10)The convergence of technology in mobile operator networks has ushered in a new era of interconnectedness and communication efficiency. As these networks become increasingly complex, ensuring their optimal performance and ... -
A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
(Brac University, 2023-09)Predicting and understanding traffic patterns have become important objectives for maintaining the Quality of Service (QoS) standard in network management. This change stems from analyzing the data usage on cellular ... -
Empowering mobile network planning through deep learning: a path to democratization
(Brac University, 2023-09)In the realm of cellular network internet data traffic assessment, the imperative task of forecasting and comprehending traffic patterns assumes pivotal significance for the effective management of network-designed Quality ... -
MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network
(Brac University, 2023-09)Facial-Expression recognition is a very intriguing field of research, due to the complexity in its approach and applicability of widely available databases. However, Micro-expression recognition is quite a vague yet ... -
Bacteriological study of Payra river: microbial isolation, identification, analysis of antimicrobial resistance and pathogenicity
(Brac University, 2022-12)"Introduction: Water is the most precious element for all living creatures, being used for drinking, bathing, domestic purposes, etc. Being a riverine country, Bangladesh's people depend heavily on river water. This causes ... -
Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
(Brac University, 2024-01)"The intention of autonomous license plate (LP) detection is to find an LP spot in a picture without any kind of human intervention. Automatic license plate detection (ALPD) techniques have been developed; however, the ... -
A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant
(Brac University, 2024-01)"The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ...
