Towards explainable artificial intelligence through expert-augmented supervised feature selection

M Rabiee, M Mirhashemi, MS Pangburn, S Piri… - Decision Support …, 2024 - Elsevier
This paper presents a comprehensive framework for expert-augmented supervised feature
selection, addressing pre-processing, in-processing, and post-processing aspects of …

Enhancing bangla fake news detection using bidirectional gated recurrent units and deep learning techniques

U Roy, MS Tahosin, MM Hasan, T Islam… - Proceedings of the 7th …, 2024 - dl.acm.org
The rise of fake news has made the need for effective detection methods, including in
languages other than English, increasingly important. The study aims to address the …

RumorLLM: A Rumor Large Language Model-Based Fake-News-Detection Data-Augmentation Approach

J Lai, X Yang, W Luo, L Zhou, L Li, Y Wang, X Shi - Applied Sciences, 2024 - mdpi.com
With the rapid development of the Internet and social media, false information, rumors, and
misleading content have become pervasive, posing significant threats to public opinion and …

An efficient deep learning technique for bangla fake news detection

MS Rahman, FB Ashraf… - 2022 25th International …, 2022 - ieeexplore.ieee.org
People connect with a plethora of information from many online portals due to the availability
and ease of access to the internet and electronic communication devices. However, news …

Deep Learning and Ensemble Approaches to Misinformation Detection in Digital News: A Systematic Review

BRP Damoto, M Hasanah, TI Haq… - 2024 IEEE 10th …, 2024 - ieeexplore.ieee.org
Online services are only getting better and faster at distributing information, causing their
users to consume said information as presented. This reduction of society's media literacy …

Breaking the Fake News Barrier: Deep Learning Approaches in Bangla Language

PK Mondal, SS Khan, MM Rana… - 2024 15th …, 2024 - ieeexplore.ieee.org
The rapid development of digital stages has greatly compounded the dispersal of untrue
data, dissolving certainty and judgment in society, especially among the Bengalispeaking …

A Transformer Based Model for Bangla Fake News Detection Using DistilBERT

MN Abdal, MHK Oshie, MA Haque… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Fake news is widely disseminated and constitutes an imminent danger to society since it
may shift public opinion, affect elections, and stir up social unrest. For an informed and …

Addressing class imbalance in fake news detection with latent space resampling

S Bhattacharjee, S Maity, S Chatterjee - International Conference on …, 2022 - Springer
The detection of fake news has become crucial with the popularity of social media as a
primary medium of news consumption. However, real-world fake news datasets often suffer …