Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 501-520 of 1497
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A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
(Brac University, 2022-05)Convolutional Neural Networks (CNN)-based automated approaches are vastly utilised to anticipate and diagnose cancer, saving time and reducing mistakes. Deep Learning (DL) CNN methods use a variety of probabilistic and ... -
Data management, Analysis and Data Visualization of Majestic Enterprise (PVT.) LTD.
(Brac University, 2022-05)Majestic Enterprise PVT LTD (MEPL) is a processor and exporter of frozen and chilled raw food items, as well as dry food items. The company has been oper ating since 1998 and exporting its products to various countries ... -
Internship as a Business Analyst and Product Manager at SELISE Digital Platforms
(Brac University, 2022-05)In this era of eCommerce and online shopping, every company needs to have an operational digital work process. The operation is usually completed by a Front End and Back End support. Therefore, only having a static ... -
Customer segmentation using K-means
(Brac University, 2022-05)Sales Maximization is a critical aspect of operating any business. Our thesis aims to help businesses to probe deep into their market reach as we group customers us ing the customer segmentation approach. Our dataset is ... -
Towards devising a fund management system using blockchain
(Brac University, 2022-05)Trustworthiness has become a matter of concern in today’s world. Loyalty among people has been abolished as time passes due to corruption. Greediness to achieve material gains is winning over human ethics. In these ... -
RPA based automation to reduce human intervention in data extraction process
(Brac University, 2022-05)In this era of modern development, everything is controlled by technology. We can not even think our life without smart devices. Robots, AI, bots, and other similar technologies are being used to replace every minor task. ... -
Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
(Brac University, 2022-05)Autonomous vehicles [AVs] are the future of transportation and they are likely to bring countless benefits compared to human-operated driving. However, there are still a lot of advances yet to be made before these vehicles ... -
Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
(Brac University, 2022-05)Emotion recognition and sentiment analysis serves many purposes from analyzing human behavior under specific conditions to enhancement of customer experience for various services. In this paper, a multimodal approach is ... -
Damaged road detection using Image Processing and Deep Learning
(Brac University, 2022-01)Computer Science has evolved enormously in the last few decades. It has now far exceeded the Human and Computer interfaces. Its recent sights are scaling, measuring, object detection, etc. Image processing and deep learning ... -
Towards devising an efficient VQA in the Bengali Language
(Brac University, 2021-12)This paper aims to provide insight into how Visual question answering might work on Bangla datasets versus English datasets. Several studies have been conducted on deep learning methods applied to Bangla datasets up to ... -
A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
(Brac University, 2021-10)Depression and mental health issues (stress, nervousness, panic attacks, anxiety attacks etc.) are nowadays a major issue in the whole world. It is a common cause of mental illness that has been linked to an increased ... -
Developing a SIoT compatible novel traffic simulator to evaluate and execute complex SIoT based algorithms in typical road traffic scenarios
(Brac University, 2021-01)In recent years, Traffic Congestion has become a serious problem both for the devel oped and developing countries. Averting Traffic congestion’s preemptively would provide maximum benefits to commuters all around. Wireless ... -
Intrusion detection system for various IoT attacks on MQTT protocol
(Brac University, 2022-01)In recent times the number of IoT devices have increased massively but the security of these devices has not been upgraded. Due to this huge number, achieving high security is a big challenge. The use of a classic ... -
Hyper ledger fabric induced supershop supply chain management model for securing product authenticity
(Brac University, 2022-05)Blockchain is a relatively new technology but has so much to offer. That is why in order to maintain proper security and controlled transparency to Supershop System we are going to induce Hyperledger Fabric System in our ... -
A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain
(Brac University, 2022-05)Parkinson’s disease is a degenerative ailment caused by the loss of nerve cells in the brain region known as the Substantia Nigra, which governs movement. These nerve cells die or deteriorate, rendering them unable to ... -
A multi-layer security system for data access control, authentication, and authorization
(Brac University, 2022-05)Multi-Factor-Authentication is one of the most used services nowadays by all kinds of people, especially by many organizations. People use this service to authorize their stored data and to access it without any security ... -
An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
(Brac University, 2022-05)Optical Coherence Tomography (OCT) is an effective approach for diagnosing retinal problems that can be used in combination with traditional diagnostic testing methods. We developed and implemented a deep Convolutional ... -
Project Management Software - A Project by United Commercial Bank Ltd.
(Brac University, 2021-09)Thousands of Apps are created each day, globally. A prominent software firm works on 10+ projects simultaneously at any given moment. The versatility of web appli cation, from ecommerce site to blog sites to browser games, ... -
Enhancing Extended Reality(XR) by using mobile devices emphasizing universal usage
(Brac University, 2021-09)XR, MR, VR are some avant-garde technologies set forth a few decades back and have occupied a paramount role in the technological areas within a short gamut of time. The circumscription of this cutting-edge field is the ... -
An approach to detect epileptic seizure using XAI and machine learning
(Brac University, 2022-05)One of the most common neurological disorder in health sector is Epileptic Seizure (ES) which is occurred by sudden repeated seizures. Hitherto more than 50 million people in the whole world are suffering from Epileptic ...
