Browsing Thesis & Report, MSc (Computer Science and Engineering) by Author "Alam, Md. Golam Rabiul"
Now showing items 1-11 of 11
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An android application to predict human activity using a deep learning LSTM model
Sikder, Debabrata (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., ... -
Consequential factors influencing student’s learning experience in online team teaching of computer programming courses
Anwar, Md. Tawhid (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 ... -
Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
Islam, Md. Nazmul (Brac University, 2021-12)Radiology imaging, such as magnetic resonance imaging (MRI), computed tomography (CT-scan), X-ray imaging (X-ray), and ultrasound imaging (US), is used to diagnose a variety of disorders, including brain disease, whole-body ... -
Effective feature selection for real-time stock trading in variable time-frames and multi criteria decision theory based Efficient stock portfolio management
Ullah, A. K. M. Amanat (Brac University, 2021-08)The unpredictability and volatility of the stock market render it challenging to make a substantial pro t using any generalized scheme. Many previous studies tried di erent techniques to build a machine learning model, ... -
LRFS: online shoppers’ behavior based efficient customer segmentation model
Khan, Riyo Hayat (Brac University, 2023-02)The popularity of online shopping has grown significantly across the globe in recent years. This research proposes a customer segmentation model LRFS, an extended version of LRF model, built specifically for online ... -
Machine learning based stream selection of secondary school students in Bangladesh
Ahmad, Shabbir (BRAC University, 2023-05)A strong civilization is built on a strong foundation, and education plays a vital role in acquiring the necessary information and skills for success in life. This thesis focuses on the education system in Bangladesh, ... -
References validation in scholarly articles using RoBERTa
Nasib, Abdullah Umar (Brac University, 2023-05)In the recent era of technological advancement, evaluating references and assignments and validating those are some of the primary processes to justify the authenticity of a research work in the academic sector. The purpose ... -
ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network
Dutta, Amit (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 ... -
Sentiment analysis on Bangladesh airlines review data using machine learning
Hasib, Khan Md. (Brac University, 2022-02)A common means of transportation in our everyday lives is air travel. As a result, it's no surprise that more and more customers are posting their airline reviews online. However, in the age of machine learning, it would ... -
A sustainable Bitcoin architecture
Monem, Maruf (Brac University, 2022-04)Cryptocurrencies are the new form of trade that has revolutionized how we look into our financial institutions. Bitcoin dominates the industry with the highest market share among the hundreds of other cryptocurrencies. ... -
XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution
Rahman, Anika (Brac University, 2023-07)Explainable AI (XAI) techniques are essential for comprehending machine learn- ing model predictions in a variety of fields, including healthcare. In this study, we highlight XOPSIS, a newly developed XAI method built ...