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Rumor detection in Bangla using machine learning & deep learning
(Brac University, 2022-05)
Over the last decade, social media networks have become a vital platform for sharing
and obtaining information. Nevertheless, one of the dark sides of this social
media fever is rumors and fake news. Because misinformation ...
A hybrid rumor detection model derived from a comparative study of supervised approaches
(Brac University, 2023-01)
In the current age of social media, information spreads like wildfire. Unfortunately,
this also means that misinformation or rumors can spread easily. The spread of this
misinformation can have negative consequences for ...
Identifying Bangla deceptive news using machine learning and deep learning algorithms
(Brac University, 2023-05)
Internet-based resources are utilized by the vast majority of individuals today. The
news published on websites and shared on social media platforms are examples of
such resources. Due to the increasing number of content ...
Detection of Deepfake using computer vision and deep learning
(Brac University, 2023-05)
In this era of Metaverse and technological advancement, Deepfakes are one of the
most alarming concepts. Deepfakes are mostly synthetically-generated manipulated
photos or videos which is created swapping a face of a ...
Interpretable credit card fraud detection using deep learning leveraging XAI
(Brac University, 2022-09)
Due to the internet's widespread accessibility, more and more businesses are bringing
their offerings online. Besides, because of the growth of E-commerce websites, both
individuals and businesses that deal in finances ...
A secured federated learning system leveraging confidence score to identify retinal disease
(Brac University, 2023-05)
Federated learning is a distributed machine learning paradigm that enables multiple
clients to collaboratively train a global model without sharing their local data. How-
ever, federated learning is vulnerable to adversarial ...
A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
(Brac University, 2021-09)
Rapid industrial growth has increased the vulnerability of systems to malfunction
and permanent damage. Fault detection systems have been installed to prevent such
occurrences. In order to eliminate potential life-threatening ...
Shohojogi: an automated Bengali voice chat system for the banking customer services
(Brac University, 2023-03)
As the name refers, this research aims to develop an automated voice chat system
in Bengali language for the banking system. The system enables clients to learn
about detailed information such as account opening queries, ...