Ensemble Techniques for Robust Fake News Detection: Integrating Transformers, Natural Language Processing, and Machine Learning

Ensemble Techniques for Robust Fake News Detection: Integrating Transformers, Natural Language Processing, and Machine Learning

The proliferation of fake news across multiple modalities has emerged as a critical challenge in the modern information landscape, necessitating advanced detection methods. This study proposes a comprehensive framework for fake news detection integrating text, images, and videos using machine learni...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohammed Al-alshaqi, Danda B. Rawat, Chunmei Liu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Sensors
Subjects:
fake news detection
NLP
CNN
multi-modal data
machine learning
BERT
Online Access:https://www.mdpi.com/1424-8220/24/18/6062
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first

Similar Items