Thesis & Report, MSc (Computer Science and Engineering): Recent submissions
Now showing items 41-60 of 74
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A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
(Brac University, 2022-09)Data innovation has moved quickly in recent years, and various unfavorable alter ations have been made to the network medium. Social media platforms like Face book, Twitter, and Instagram are becoming more and more popular ... -
Stress detection for visually impaired people using EEG signals based on extracted features from time-frequency domain
(Brac University, 2022-06)Stress refers to body's physical, emotional and psychological reaction to any environmental change needing adjustment with major impact on human psychology. Stress is specially di cult to manage for visually impaired ... -
An IoT based smart stick for blind and visually impaired person
(Brac University, 2021-09)Vision loss has a devastating effect on the lives of those who experience it. It affects as well as on their family, friends and society. Completely loosing or deterioration of eyesight is frightening and unbearable which ... -
An IOT based home automation and chemical detector with real time data analysis
(Brac University, 2021-09)IoT has become one of the most important technologies of the 21st century. We can connect everyday objects like kitchen appliances, cars, baby monitors, light, fan, water motor to the internet via embedded devices. We ... -
Survey of Afghan (Dari) Language NLP for Building Afghan NLIDB System
(Brac University, 2022-09)Technology adoption is extremely limited in Afghanistan, especially since people have limited access to the Internet, smartphone, and computer due to power limitations and the high cost of the Internet. The people in ... -
Explainable artificial intelligence and model calibration for water quality prediction
(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 ... -
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 ... -
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 ... -
A sustainable Bitcoin architecture
(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. ... -
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 ...
