Browsing Thesis & Report, MSc (Computer Science and Engineering) by Title
Now showing items 1-20 of 87
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3D model based interactive application for elementary education
(Brac University, 2019-08)This thesis demonstrates a 3d model based interactive application which has been initially deployed for android platform and functions on the basis of augmented reality technology targeting the sector of Bangla language ... -
3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
(Brac University, 2022-04)In a mobile network, there are a lot of data that can provide network detail about network efficiency, robustness, and availability. A type of data is mobile network performance data obtained from the key performance ... -
Advanced video analytic system for posture and activity recognition: leveraging MediaPipe, CNN-LSTM, and ensemble learning for fall and unstable motion detection
(BRAC University, 2024-10)Human posture detection and classification are vital in monitoring activities, especially in health and safety contexts, such as fall detection in elderly care. This thesis presents a comparative study of two machine ... -
Ahar24: a modern restaurant food delivery management system
(BRAC University, 2024-11)The rapid digital transformation has significantly impacted the food and restaurant industry, leading to the emergence of online food delivery systems. This research presents the development of Ahar24: A Modern Restaurant ... -
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., ... -
An approach to find influencers analyzing complex social network
(BARC University, 2017-07)Popularity of social media in Bangladesh is prodigious. 80 percent of internet users are on social networking websites like Facebook, Twitter. That is over 16 million people and counting. The rate of new Facebook users is ... -
AUNET (Attention-based unified network): leveraging attention based N-BEATS for enhanced univariate time series forecasting
(BRAC University, 2024-11)This study presents AUNET, an enhanced version of the N-BEATS model specifically designed for univariate time series forecasting by incorporating a multi-head self-attention mechanism. The motivation behind AUNET is to ... -
An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
(Brac University, 2024-05)Unsupervised clustering plays a crucial role in various real-life applications. It works by grouping similar data points together based on certain features or characteristics, without the use of predefined labels. The ... -
Boosting hive efficiency: a novel dual-process architecture for asynchronous and parallel data loading
(Brac University, 2024-10)The efficiency of data loading processes in Hive, a critical component of modern big data ecosystems, is often hindered by sequential bottlenecks that limit overall performance. This thesis proposes a novel asynchronous ... -
Building an AI assistance application: full-stack development internship at Planet X Inc..
(2024-10)This report is a documentation of a six-month internship I undertook at Planet X Inc. as a full-stack development intern with full responsibility for various projects centered on web application development. My main ... -
Centralized educational institution management system
(BARC University, 12/12/2016)Like many other sectors in Bangladesh, education has not been a major beneficiary of the advancement of modern information and communication technology. Till today, the whole education system in this country runs on a ... -
Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
(Brac University, 2022-03)Since 1970, researchers have been attempting to recognize and comprehend spontaneous speech. For an automatic voice recognition system, many techniques were employed. People always choose English for voice recognition ... -
Clinical note generation from doctor-patient conversations using decoder-only large language models
(BRAC University, 2024-10)Documenting clinical notes is a vital but time-consuming task in healthcare. Even in this modern era medical doctors spend considerable time documenting clinical notes from encounters with patients. While there have been ... -
Computer assisted learning dictionary for rural students
(BRAC Univeristy, 2018-05)It is observed that rural students (the target demography) are falling far behind in the countrywide standard tests like SSC and HSC. As high as up to 80% of students from rural areas are failing in national English ... -
A conceptual framework for analyzing critical cactors of PDS learning experience and PDE employment experience
(Brac University, 2023-12)This study aims to examine the relationship and status of education and employment for people with disabilities in Bangladesh. The study employs a mixed-methods approach, including a survey of people with disabilities ... -
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 ... -
Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
(Brac University, 2024-02)Generative models possess immense potential, but their ability to perform complex calculations is limited by the need to memorize vast amounts of data, leading to computational inefficiencies. Leveraging tools like the ... -
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 ... -
A deep learning approach for pneumonia classification from chest X-Ray images with ensemble modelling and explainable AI
(Brac University, 2021-06-08)Pneumonia is one of those frightening diseases that has a high mortality rate among children and the elderly, with an estimated 2 million fatalities per year. Pneumonia affects the poorest people in Africa and Asia the most, ... -
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 ...
