Thesis & Report, BSc (Computer Science and Engineering)
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Wi-Fi based supervised machine learning approach to detect objects activities
(Brac University, 2021-01)Wireless signal based movement detection technologies are emerging effectively. This type of technology is quite popular compared to other ones because it relieves people from the hassle of wearing sensors and coming in ... -
A comparative analysis on solving university departmental course allocation problem using AI optimization algorithms
(Brac University, 2021-01)This paper discusses about various types of constraints, regulations, difficulties and solutions to overcome the challenges regarding university departmental course allocation problem. A CSP solver algorithm, Genetic ... -
Project management internship at Brain Station 23
(Brac University, 2021-01)In this paper I have built upon the topics covered in my Pre Thesis 1 and 2 reports. I have outlined the basics of my job responsibilities at the internship and accompanied it with relevant technical information. I would ... -
Deepfake detection in videos detecting face wrapping artifacts with convolutional neural network
(Brac University, 2021-01)Alteration of video les by changing the face of a person on frame is Deepfake. In such manipulated contents a person's face is used on a video performing or saying something that they never actually said or did. Deepfake ... -
Detection of mental stress using EEG signal and classifier based on reward and punishment processing
(Brac University, 2021-01)Mental stress is the main well being problem worldwide today. Mental stress is by far the most common, responsible for most of all mental-brain diseases. The high incidence, high impairment and heavy risk of illness make ... -
Analysis of software fault prediction using machine learning algorithm
(Brac University, 2021-01)Today software performs a requisite role in our daily lives. Software's complexity keeps growing. The increasing complexity of any software system making it very di cult to improve its quality. The performance of the ... -
Criminal activity detection using deep learning algorithms
(Brac University, 2021-01)Criminal activities using guns and knives occur very frequently. The quick and accurate detection of a criminal activity is paramount to securing a place where people usually gather every day. More and more security ... -
A hybrid based model on LSTM-CNN to multi-class emotion analysis on social networking dataset
(Brac University, 2021-01)Sentiment analysis from texts has been a major research eld in NLP. However, most of the studies are on binary (positive and negative) classi cation of the texts. While researching, we found that the accuracy of multi-class ... -
Black swan events and machine learning
(Brac University, 2021-01)Black Swan events refer to hard-to-predict and rare events that have a low probability of occurrence but have widespread impacts whenever they occur, be it positive or negative. These events can either be in the form of ... -
Efficient renewable energy management using blockchain technology
(Brac University, 2021-01)Smart grids lay the groundwork for future cities. In our daily modern life we use many intelligent devices such as smart o ces, smart buildings, smart streets, and smart houses etc. All of them should be supplied by a ... -
An exploratory analysis of the industrial machine's data for predictive maintenance operations
(Brac University, 2021-01)Modern industries nowadays heavily rely on hefty machineries which have lots of moving parts and contain sensor data. These sensor data are indexed in time order which are referred to as time series data. Industrial ... -
Enhancing infrastructure detection using drone imagery: a comparative analysis using machine learning models with a custom Bangladesh-based dataset for improved urban planning
(Brac University, 2024-07)The growth of cities in different developing nations including Bangladesh is posing several challenges in the making of sustainable cities. Growth of infrastructure whilst maintaining the sustainability of urban sprawl ... -
Enhancing autism detection through machine learning models focusing on behavioral analysis
(Brac University, 2024-05)Autism Spectrum Disorder (ASD) is a complex and enduring condition characterized by challenges related to communication and behavior. It is a complex neurological disorder related to an individual’s psychological ... -
Customer service bot for a travel agency using natural language processing
(Brac University, 2024-06)Traveling isn’t new in the human race. Modern humans began migrating from Africa 70,000 to 50,000 years earlier. Again, modern tourism started in the 17th century in Western Europe and till today, humans didn’t stop and ... -
Mango leaf disease detection using image processing
(Brac University, 2024)Bangladesh is an agricultural country and mango cultivation plays a significant role in the economy of Bangladesh. Mango trees are at risk of different kinds of leaf disease. As a result, it can be the reason for hindering ... -
Enhanced CNN approaches for multi-image embedding in image steganography
(Brac University, 2024-05)In today’s world of information and communication tools, data security is critical for information diffusion. With the growth of extensive multimedia sharing and secret discussions, data concealment has become increasingly ... -
End-to-end encrypted peer to peer chat system with SSI
(Brac University, 2024-01)Chat applications are among the most popular Internet applications and a huge number of people use them on a regular basis. As their use has grown, different security and privacy concerns have received attention from the ... -
Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet
(Brac University, 2023)Optical Character Recognition (OCR) technology has made an excellent stride in recent years, yet the accurate digitization of Bengali handwritten script remains a formidable challenge. This project introduces ’Bengali ... -
Computational analysis and detection of Bengali communal violent speech
(Brac University, 2024-06)Communal violence is intensified by the widespread use of cyber hate, leading to aggression and increased conflicts among different religious, ethnic, and social groups, creating a barrier to social harmony. This research ... -
Single and multi-view 2D image processing for enhanced 3D object reconstruction
(Brac University, 2024-05)This paper presents an efficient approach for 3D object reconstruction using Single and multi- view 2D image processing. In real-world scenarios, it also focuses on practical applications. Our approach is about the ...
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