Browsing Thesis & Report, BSc (Computer Science and Engineering) by Title
Now showing items 700-719 of 1583
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Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
(Brac University, 2022-01)The term ‘Deepfake’ comes from the deep learning technology. Deepfake technology can easily and smoothly stitch anyone into any digital media where they never took part in reality. The key components of deepfake are ... -
Exploration and mitigation of gender bias in word embeddings from transformer-based language models
(Brac University, 2023-09)Machine learning has the potential to uncover data biases resulting from human error when it’s implemented without proper restraint. However, this complexity arises from word embedding, which is a prominent technique for ... -
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 ... -
Exploratory data analysis and success prediction of Google Play Store apps
(BRAC University, 2018-12)Mobile app distribution platform such as Google play store gets flooded with several thousands of new apps everyday with many more thousands of developers working independently or in a team to make them successful. With ... -
Exploring Alzheimer's disease prediction with XAI in various neural network models
(Brac University, 2021-10)Using a number of Neural Network Models, we attempt to explore and explain the prediction of Alzheimer's in patients in various stages of the disease, using MRI imaging data. Alzheimer's disease(AD) often described as ... -
Exploring architectural floor plan appropriateness in context of Bangladesh leveraging graph neural networks in spatial context
(Brac University, 2024-09)This paper investigates the use of Graph Neural Networks (GNNs) for classifying architectural floor plans and establishing the applicability of international floor plans with respect to Bangladeshi architectural standards. ... -
Exploring attacks in the NFT gaming industry: A study of risks and mitigation strategies
(Brac University, 2023-01-23)Exploring the decentralized concept of NFT games implemented on blockchain to demonstrate possession of specific game elements, has enabled the integration of blockchain features technology where the developer enables a ... -
Exploring cognitive load and emotional states for the visually impaired
(Brac University, 2019-04)Cognitive load and emotional states may impact for designing an assistive navigation aid for the Visually Impaired Peoples (VIPs). In this study, electroencephalogram (EEG) signals were captured from participants with ... -
Exploring deep features: deeper fully convolutional neural network for image segmentation
(BRAC University, 4/19/2017)Classification of images has been a widely regarded challenge for the past decade, but a new type of object recognition problem which deals with pixellevel segmentation is posing a more complex task for both computer vision ... -
Exploring machine learning techniques for symptom-based detection of livestock diseases
(Brac University, 2024-05)Effective livestock monitoring ensures food security and sustainability in our rapidly growing world. However, proper cattle disease is still not taken seriously in our country. Even in the livestock industry, it has not ... -
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 ... -
Exploring the barriers to access feminine healthcare among marginalized women in Bangladesh and design implications
(Brac University, 2023-05)In today’s era of information and technology for promoting and maintaining both physical and mental health, high-quality healthcare services are crucial. Telecommu- nications service creates an opportunity to close the ... -
Exploring the influence of social media engagement on online shopping preferences of youth and young adults: a machine learning approach
(BRAC University, 2024-10)The modern-day rise of social media platforms and their influence on customer behavior has been a trending topic. It is important for businesses to understand the connection between young people’s engagement with social ... -
Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
(Brac University, 2023-01)The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it can be difficult to comprehend the factors that affect their ... -
Exploring the potentials and horizons of network block device (NBD) integration on the android ecosystem
(Brac University, 2023-09)The NBD (Network Block Device) protocol plays a pivotal role in enhancing the Android ecosystem, particularly in terms of storage management and optimizing power efficiency on ARM devices. By facilitating network block-level ... -
Exploring the psychological factors of consumer purchase behavior in Bangladesh on the adoption of digital payment apps
(Brac University, 2024-01)Consumer purchase behavior and its relation with human psychology is a fascinating and important field of study. Understanding consumer behavior and factors that can drive their decision on adopting new products and ... -
Extracting information from social media platform for early detection of depression among individuals
(Brac University, 2023-05)In our world, 3.8% of the total population is suffering from depression and it is the fourth major cause of death in 15-29 year olds. It is estimated that more than 75% of people suffering from it in low and middle income ... -
Extractive text summarization using Fuzzy-c-means clustering
(BRAC University, 2018-12)Keeping track of the precise information from a large volume of text is an arduous task for human. Test summarization process has become one of the significant research areas for years owing to cope up with the astounding ... -
An eye-controlled system : an eye control system using OpenCV
(BRAC University, 4/12/2012)system is a system which can be controlled by just looking at the system's GUI (Graphical User Interface) which figures out the position of our Iris respect to eye using webcam via image processing. A robot expected to ... -
An efficient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
(Brac University, 2021-01)Among the most convenient bacteriological assessments for the diagnosis and treatment with several health complications is the chest X-Ray. The World Health Organization (WHO) estimates, for instance, that pneumonic plague ...
