Thesis & Report, MSc (Computer Science and Engineering): Recent submissions
Now showing items 1-20 of 25
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Real-time fire detection based on feature analysis using enhanced color segmentation and novel foreground extraction
(Brac University, 2017-07)This research proposes two effective real time fire detection techniques, based on video processing. The former technique is restricted to indoor conditions only while the later does not have such constraints. Both the ... -
Sentiment analysis on Bangladesh airlines review data using machine learning
(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 ... -
Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
(Brac University, 2022-02)The current approach to maternal and child healthcare is extremely patient-centred, it requires costly, risky surveillance and testing before diagnosis besides treatment accompanied with uncertainty despite the essential ... -
A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
(Brac University, 2021-08)With the recent advancement in artificial intelligence, the demand for handwrit- ten character recognition increases day by day due to its widespread applications in diverse real-life situations. As Bangla is the world’s ... -
Efficient Spatio-temporal feature extraction for human action recognition
(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 ... -
Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
(Brac University, 2021-10)Every single day a large number of patients go to the hospital. But the fact is, facilities available in hospitals are not su cient in comparison with the number of patients. The idea of this paper is to o er a prediction ... -
Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals
(Brac University, 2021-08)The major challenge in any electroencephalogram (EEG) classi cation task lies with in the dilemma of feature extraction, as raw time series signal provide little correlated information, yet it holds colossal varieties ... -
Effective feature selection for real-time stock trading in variable time-frames and multi criteria decision theory based Efficient stock portfolio management
(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, ... -
Displaying Ad with Optimal Real-Time Bidding
(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 ... -
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 ... -
A framework of biometric recognition and personalized mobile application to establish a dynamic connection with the ATM to enable secure transaction
(Brac University, 2019-08)Secure transaction of money is the prime concern of banking industries for establishing a strong banking network worldwide. By the vast uses of Automated Teller Machine (ATM) in this industry transaction of money has ... -
Online shopping management system
(Brac University, 12/24/2017)The primary goal of this e-commerce site is to sell goods and services online. This project deals with developing an e-commerce / Online Shopping Management System for online product sale. It will provides the user with a ... -
Nutrition system – a mobile application for pregnant woman
(BRAC University, 2018-05)Malnutrition has a devastating impact on the health and wellbeing of individuals and on the economic development of countries. In Bangladesh there is scarcity of proper nutrition information system that can provide appropriate ... -
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 ... -
Design and prototypical implementation of an online auction system: 'Farmer’s Market' an online market for farmer and trader
(BRAC Univeristy, 4/17/2016)Effective market information systems can help to reduce information asymmetries, increase competitiveness, and improve efficiency in the marketing system. In Bangladesh, these aspects of agriculture have been very much ... -
Online school management system
(BRAC Univeristy, 2016-08)This web based school management application. I tried to use different software for this application. In my Application I used waterfall model because waterfall model is a sequential design process and in which process is ... -
Referral system – a mobile application that can provide health service manager or patient to choose nearest health facility for required services
(BRAC Univeristy, 2016-08)In Bangladesh there is scarcity of proper online referral system that can identify appropriate health facility while a primary or tertiary health facility could not provide the necessary service to the patient. Such tool ... -
Smoke detection using image processing
(BRAC Univeristy, 2016-07)In this report, we have proposed a smoke detection method from image. The Smoke Detection using Image Processing (SDIP) is based on four steps. First, Smoke image acquisition and pretreatment is performed. Second, ... -
A graphical data analyzer that analysis trend of a portal traffic based on big data stored by Google Analytic
(BARC University, 2016-12)Google Analytics is a web analytics service offered by Google that tracks and reports website traffic, as per every pages to tell it to track, as well it's presenting visual representation of that data. But, to do so demands ... -
Scrutiny of electricity data for consumption and load forecasting
(BARC University, 2017)In this research, electricity data of Dhaka city, the capital city of Bangladesh has been analysed to use the insights for social good and betterment of electricity sectors. Bangladesh has a very complex electricity ...
