Browsing Department of Computer Science and Engineering (CSE) by Author "Department of Computer Science and Engineering, Brac University"
Now showing items 1-20 of 790
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3D character and overlay image movement by human body tracking using unity.
Azim, Ashraful (Brac University, 2020-04)Technology has made our life very easy and we have the touch of technology everywhere. By using technology, we are solving various difficult problems and making our life more convenient. In our daily life, we buy different ... -
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 ... -
6LoWPAN based smart home architecture for the smart future
Hasan, Shah Muhammad Jannatul; Ali, Mohammad; Khan, Taufiqul Islam; Afrin, Farzana (Brac University, 2020-04)6LoWPAN is an emerging area of research. It helps to extend network architecture for WSN which allows end-to-end connectivity between a 6LoWPAN node and any IP devices of the network. To make a low power consumption mesh ... -
Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
Ahmed, Istear; Karmakar, Tushar; Anadi, Iffat Sumaita; Azad, MD.Shahriar; Sharif, Faiza Ibnat (Brac University, 2021-09)The students are at a loss when it comes to choosing their major or field of work due to inefficient school system and decision making of the parents. This problem can be resolved to some extent by using classifiers. ... -
Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
Hossain, Arafat; Chakraborty, Akash; Syara, Syeda Rifa; Rahman, Saadman; Tanmoy, Fahad Muntasir (Brac University, 2022-06-05)There are several works on mood detection by machine learning from physical and neuro- physical data of people, along with works on emotion recognition using eye-tracking. We want to show that a person’s mood can be detected ... -
An active-learning based training-schedule for biomedical image segmentation on deep neural networks
Hassan, Mehadi; Das, Shemonto; Dipu, Shoaib Ahmed (Brac University, 2021-01)Biomedical image classification and segmentation are quite important tasks for medical diagnosis. Many Deep Neural Networks (U-Net, V-Net, etc) have been used in recent years to segment biomedical images. For classification ... -
An advanced data fabric architecture leveraging homomorphic encryption and federated learning
Rieyan, Sakib Anwar; News, Md. Raisul Kabir; Rahman, A.B.M. Muntasir; Khan, Sadia Afrin; Zaarif, Sultan Tasneem Jawad (Brac University, 2023-03)In this study, we present a novel approach for securely analyzing medical images using federated learning and partially homomorphic encryption within a distributed data fabric architecture. Our approach allows multiple ... -
Advanced health insurance system using smart contract of ethereum blockchain
Tushar, Mehedi Hasan; Abdullah, Sifat; Shad, Aar Rafi Shahriar; Hyee, MD. Hisam Bin; Hesham, Sheblee Mohammad (Brac University, 2023-05)Every year, more healthcare insurance frauds are discovered, which is hugely worrying for society. Healthcare insurance fraud takes many forms, including fabricating data, obfuscating third-party responsibility, misrepresenting ... -
An advanced hospital rating system using machine learning and natural language processing
Tamjid, Ali Asgar; Galpo, Gaurab Paul; Urmi, Khadija Begum; Chitto, Fatema Sadeque; Annafi, Sadia (Brac University, 2023-05)Bangladesh is the host of 255 public and 4,452 private hospitals. Unfortunately, there is no reliable metric or resource available online to determine which hospital is better. Patients and their peers often find it ... -
Advanced portfolio management using markowitz portfolio theory
Kundu, Souvik; Khan, Mustaqim; Rahman, Faisal (Brac University, 2019-12)A portfolio is a collection of stocks made from different companies, the number of stocks can range from 10 to 30 depending on expected return by the investors. Portfolio management is finding the right group of stocks ... -
Advanced task scheduling algorithm for IoT Based FOG communication model
Mohammed, Zaber; Chowdhury, Riham; Rozario, Stanley Dip; Sakin, Sayed Bin Amirul (Brac University, 2020-04)Internet of Things (IoT) is hugely dependent on Cloud Computing. Cloud comput- ing uses a high degree of polymerization calculation mode and so it cannot ensure e ective use of resources like computing, storage, etc. FOG ... -
Advancing medical image security: a hybrid DNA-AES based cryptosystem
Khan, Chisthia; Ayesha, Tasfia; Fahomida, Maiesha; Alam, Samiha Jubaida; Hossain, Nushraq Nawer (Brac University, 2024-01)In today’s technological age, it is simple to obtain someone’s personal information via data transmission, especially for those who don’t use sufficient data security throughout the process. Data breaches are now a ... -
Affective social anthropomorphic intelligent system
Mamun, Md. Adyelullahil; Abdullah, Hasnat Md. (Brac University, 2021-01)At present, intelligent virtual assistants (IVA) are not only about delivering the functionalities and increasing their performances; they also need a socially interactive personality. As human conversational styles are ... -
Air pollution monitoring system based on air pollutant index(API) and geographic information system(GIS)"
Auvee, Md. Samiul Bashar (BRAC University, 2019-05)Air pollution is the most alarming fact in modern world. Air pollution monitoring system is common research eld with tremendous new information which can be used to nd out the main air pollutants. In this research the ... -
Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
Awwal, Alvina; Shomee, Homaira Huda; Sadat, Sayed Us; Amin, Sadia Nur (Brac University, 2021-01)Alzheimer’s disease (AD) is a neurological disease that affects the healthy cells of the brain and results in people having long-term memory loss, thinking problems, disorientation, behavioral inconsistencies and finally ... -
Amazon product reviews sentiment analysis using supervised learning algorithms
Hawladar, Mohibullah; Ghosh, Arjan; Raad, Zaoyad Khan; Chowdhury, Wali Ahad; Shehan, Md Sazzad Hossain (Brac University, 2021)E-commerce is gaining traction in today’s digitalized environment by taking products closer to customers without forcing them to leave their homes. A customer must study hundreds of reviews before making a purchase. The ... -
An ambient assisted living system for Alzheimer’s patients
Abedin, Minhajul; Ahad, Mohammad Abdul; Hasan-Ul-Banna, A.B.M; Khan, Nibraz; Hossain, Ashfaq (Brac University, 2022-09)Alzheimer’s is a brain disorder that gradually deteriorates the brain functions of the patients. As the disease progresses, victims start to lose their memory, thinking ability, eventually rendering them unable to perform ... -
Analysing Facebook user risk using machine learning algorithm
Barua, Arnab; Adnan, Fahim; Ghosh, Ananna (Brac University, 2020-04)Now-a-days people exchange their personal information and interact with companions and close relatives in a way which is revolutionized. In any case, the majority of them don’t have the foggiest idea how to utilize, where ... -
Analysing neural network models for detecting panic attacks with uncertainty analysis
Tahmid, Ahnaf; Zamil, Rafsan; Mubin, MD. Muhimenul; Mohammad, Nafis (Brac University, 2024-01)In our society and around the world a lot of people suffer from panic attacks. These panic attacks can be mild or very intense physical stimulations that may incapacitate an individual at the spot when the panic attack ...