Browsing by Subject "LIME"
Now showing items 1-9 of 9
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Bank loan prediction using machine learning
(Brac University, 2023-05)The Banking sector is a core foundation of the global economy as it facilitates the financial transactions while providing fundings in various purposes. One key aspect in the banking industry is the ability to accurately ... -
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 ... -
Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
(Brac University, 2022-09)The stock market is unstable and generally unpredictable, as any one of us could have predicted. Researchers have been experimenting with time-series data to forecast future values for many years, with stock valuation ... -
Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
(Brac University, 2022-01)Colon cancer is one the most prominent and daunting life threatening illnesses in the world. Histopathological diagnosis is one of the most important factors in determining cancer type. The current study aims to create ... -
Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
(Brac University, 2023-06)One of the known eye conditions that affect human retinal blood vessels is diabetic retinopathy (DR). People with diabetes are typically at significantly increased risk for this. The blood vessels in the retina are damaged ... -
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 ... -
Sentiment analysis on Bangladesh airlines review data using machine learning
(Brac University, 2022-02)A common means of transportation in our everyday lives is air travel. As a result, it's no surprise that more and more customers are posting their airline reviews online. However, in the age of machine learning, it would ... -
Voice impersonation detection using LSTM based RNN and explainable AI
(Brac University, 2021-10)The advancing eld of arti cial synthetic media introduced deepfakes which made it easier to synthesize a person's voice, identical to their original voice mechanically to use it for negative means. People's voices are ... -
XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution
(Brac University, 2023-07)Explainable AI (XAI) techniques are essential for comprehending machine learn- ing model predictions in a variety of fields, including healthcare. In this study, we highlight XOPSIS, a newly developed XAI method built ...
