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Now showing items 321-330 of 335
Exploring the psychological factors of consumer purchase behavior in Bangladesh on the adoption of digital payment apps
(Brac University, 2024-01)
Consumer purchase behavior and its relation with human psychology is a fascinating
and important field of study. Understanding consumer behavior and factors
that can drive their decision on adopting new products and ...
Edge-optimized machine learning models for real-time personalized health monitoring on wearables
(Brac University, 2024-01)
Personalized health monitoring, including Human Activity Recognition (HAR) and
Fall Detection, is crucial for healthcare. Traditionally, most research in this field has
relied on wearable sensors to collect data. The ...
An efficient ML approach to detect brain tumor using MRI images
(Brac University, 2023-05)
Brain tumors have become the most leading causes of death worldwide. Brain tumors
can be fatal, have a severe impact on quality of life, and completely alter a
patient’s and their loved ones’ lives. Early diagnosis of ...
Document template identification and data extraction using machine learning and deep learning approach
(Brac University, 2024-01)
As the world keeps progressing and we continue on our path to a technologically
advanced tomorrow, the demand for quick data processing and organization is becoming
more and more necessary. People now have access to ...
Flood prediction using ensemble machine learning models
(2023-07)
Frequent and devastating floods in India pose a significant threat to people and
property. Accurate and real-time forecasting of floods is essential to mitigate their
impact. This thesis focuses on evaluating di↵erent ...
Efficient network traffic management and intelligent decision-making through machine learning and DNS log analysis
(Brac University, 2023-08)
This research presents a comprehensive approach to network traffic management
and analysis by leveraging DNS log analysis, machine learning techniques, and
Software-Defined Networking (SDN) integration. In an office ...
Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
(Brac University, 2024-01)
The financial markets have always been a focal point of interest for investors, analysts, and researchers. Predicting stock prices accurately has remained a challenging task. For many years, academics are analyzing the ...
Detection of handwritten text using convolutional neural network
(Brac University, 2019-04)
Machine replication of human functions, like reading, is an ancient dream. However,
over the last five decades, machine reading has grown from a dream to reality. We
have tried to make it more obvious through a hand ...
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 ...
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 ...