Browsing Thesis & Report, MSc (Computer Science and Engineering) by Author "Department of Computer Science and Engineering, Brac University"
Now showing items 1-20 of 50
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3D model based interactive application for elementary education
Ghosh, Apurba (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
Ahasan, Md Rakibul (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 ... -
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., ... -
Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
Hossain, Prommy Sultana (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 ... -
A conceptual framework for analyzing critical cactors of PDS learning experience and PDE employment experience
Ahmed, Masum Uddin (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
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 ... -
A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
Islam, Md Rashidul (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
Akhter, Nasrin (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
Mahalanabish, Tonusri (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 ... -
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 ... -
Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
Barua, Debalina (Brac University, 2022-09)The stock market is unstable and generally unpredictable, as any one of us could have predicted. Researchers have been experimenting with time-series data to forecast future values for many years, with stock valuation ... -
Displaying Ad with Optimal Real-Time Bidding
Uddin, A F M Ahsan (Brac University, 2020-12)Real-time bidding is a new paradigm for displaying an ad. Through our research work, we have tried to find a bid optimization solution for displaying an ad in RTB. Advertisers are able to bid per impression through RTB ... -
A document vectorization approach to Resume Ranking System(RRS)
Nabi, Norun (Brac University, 2022-08)Technology transformed the way how job seekers apply for a job and recruiter’s hunting for a precise pick . Now, paper version of resume already become an outdated version of job application method. Electronic resume ... -
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, ... -
Efficient network traffic management and intelligent decision-making through machine learning and DNS log analysis
Hossain, Syed Abed (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 ... -
Efficient Spatio-temporal feature extraction for human action recognition
Ghosh, Dipon Kumar (Brac University, 2021-11)Human actuation recognition (HAR) has been performed using current deep learning (DL) algorithms using a variety of input formats, including video footage, optical flow, and even skeleton points, which may be acquired ... -
Electronic voting system based on blockchain
Ahmed, Tanvir (Brac University, 2022-09)The primary goal of this application is to create a voting app which is safe and the result is unchangeable. By using blockchain technology these goals can be achieved. Data in blockchain is not stored in only one location ... -
Empowering mobile network planning through deep learning: a path to democratization
Nabi, Syed Tauhidun (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 ... -
Explainable artificial intelligence and model calibration for water quality prediction
Hellen, Nakayiza (BRAC University, 2022-08)Water is a key necessity for survival and sustenance of all living creatures. In the past years, the quality of water has been adversely affected by pollutants and other harmful wastes. This increased water pollution ... -
Flood prediction using ensemble machine learning models
Rahman, Tanvir (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 ...