Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 641-660 of 1497
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A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
(Brac University, 2021-01)Water is a vital element in our environment but day by day water pollution is increasing in an alarming rate in our country. In Bangladesh’s perspective, industries such as textile and ready-made garments (RMG) contribute ... -
Multi-modal hate speech detection using machine learning
(Brac University, 2021-01)Hate speech is a common problem that people face in any content based applications. With continuous growth of internet users and media contents, it is very hard to track down hateful speech in audio and video. Converting ... -
Analysis on dengue severity using machine learning approach
(Brac University, 2021-01)Dengue is a viral disease that spreads in tropical and subtropical regions and is especially prevalent in South-East Asia. To some certain extent, this mosquito-borne disease triggers nationwide epidemics, which results ... -
Traffic congestion reduction in SUMO using reinforcement learning method
(Brac University, 2021-02)The exemplary traffic controlling system is getting helpless because of urbanization and a consistently expanding populace. Living in a cutting-edge time of science and innovation, an advanced arrangement is a beggar ... -
A deep learning based autonomous electric vehicle on unstructured road conditions
(Brac University, 2021-09)Autonomous driving vehicles are too known as driver-less cars which is one of the foremost astounding advances of the twenty-first century, anticipated to be driverless, effective, and crash dodging ideal urban cars of ... -
Internship as a software quality assurance engineer
(Brac University, 2021-10)Shohoz Limited has developed a mobile app to provide di erent kinds of services to the people of Bangladesh. There are several di erent services, all available in just one single app. Some of the services are ride sharing, ... -
A localized adaptive architecture for dynamic wireless sensor networks
(Brac University, 2020-10)IoT is seen as the next big thing in the world to come. Previously people were less connected with the internet. But in recent years, IoT has seen substantial research and innovation in many technology areas, and uses ... -
Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
(Brac University, 2021-06)As one of the fastest growing technologies on earth, the Internet of Things (IoT) is being embraced almost everywhere. From smart home technology to industrial automation, IoT is revolutionizing almost everything around ... -
DWT based transformed domain feature extraction approach for epileptic seizure detection
(Brac University, 2021-09)Epileptic seizure is a neurological disorder that is prevalent in both males and females of all age ranges. Detection of epileptic seizure serves as an important role for epileptic patients as it allows the initiation ... -
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)In recent years, quantum computing has outperformed classical computing in many aspects, including the advancement of approaches in Reinforcement Learning prob- lems. Particularly, it has the power to utilize the quantum ... -
Predictive maintenance of HVAC system using supervised machine learning algorithms
(Brac University, 2021-09)Technological advancements, especially rich data, being incorporated into the development of buildings is simultaneously elevating the importance of fault detection and diagnostics (FDD) of energy-e cient applications ... -
Deepfake detection using neural networks
(Brac University, 2021-09)Deepfake is a sort of arti cial intelligence that forge original image or video and create persuading images, audio and video hoaxes by utilizing two contending AI algorithms-the generator and discriminator that form a ... -
Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
(Brac University, 2021-10)The world is going through a severe viral pandemic which is caused by COVID- 19. People infected with this virus, experience severe respiratory illness. The virus spreads through particles of saliva or droplets from an ... -
Bangla text classification using machine learning and deep learning techniques
(Brac University, 2021-09)At present, we have seen everything is getting digitized where technology almost takes full control over our life. As a result, a massive number of textual documents are generated on online platforms and news articles ... -
Indoor positioning techniques using RSSI from wireless networks
(Brac University, 2019-08)The whole world is familiar with the Global Positioning System or GPS which can identify the exact position of any object with the help of satellites. Yet GPS signals are not available indoors. To overcome this, Indoor ... -
A decision support system for symptom-based common diseases and image-based skin diseases detection
(Brac University, 2021-05)Nowadays, it has become di cult to get in touch with a doctor for the current pandemic situation. Patients need to wait several days to get an appointment from the doctor and visiting the hospitals in recent times is ... -
Construct a customer database from PDF bank statements using Python programming and Microsoft SQL
(Brac University, 2021-06)This report proposes a model of extracting customers' transactions information from pdf Bank Account Statement and stores result-set into a customer Microsoft SQL (MsSQL) database for further automated analysis. In ... -
Demystifying black-box learning models of rumor detection from social media posts
(BRAC University, 2021-09)Social media and its users are vulnerable to the spread of rumors, therefore, protect ing users from these rumors spread is extremely important. This research proposes a novel approach for rumor detection in social media ... -
Bangla optical character recognition from printed text using Tesseract Engine
(Brac University, 2021-01)Optical Character Recognition or OCR is a technology that enables us to detect and extract text from images. In our project, we are designing our OCR system around the Bangla language. This is primarily because, there are ... -
Demystifying machine learning models for IOT attack detection with explainable AI
(Brac University, 2021-09)Internet of things (IoT) dramatically is changing our lives with its newly invented devices and applications which leads to various emerging cybersecurity challenges or threats. The rapid growth of IoT arouses security ...
