Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder

Abdullah Marish Ali; Fuad A. Ghaleb; Mohammed Sultan Mohammed; Fawaz Jaber Alsolami; Asif Irshad Khan

doi:10.3390/math11091992

Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder

Abdullah Marish Ali
, Fuad A. Ghaleb^*
, Mohammed Sultan Mohammed
, Fawaz Jaber Alsolami
, Asif Irshad Khan

^*Corresponding author for this work

King Abdulaziz University
Universiti Teknologi Malaysia
Sana'a Community College

Research output: Contribution to journal › Article › peer-review

13 Citations (SciVal)

Original language	English
Article number	1992
Journal	Mathematics
Volume	11
Issue number	9
DOIs	https://doi.org/10.3390/math11091992
Publication status	Published (VoR) - May 2023

Keywords

augmented information
CNN
deep autoencoder
deep learning
fake news detection
misinformation
stacked learning
two-stage classification
web-informed

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10.3390/math11091992

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title = "Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder",

keywords = "augmented information, CNN, deep autoencoder, deep learning, fake news detection, misinformation, stacked learning, two-stage classification, web-informed",

author = "Ali, \{Abdullah Marish\} and Ghaleb, \{Fuad A.\} and Mohammed, \{Mohammed Sultan\} and Alsolami, \{Fawaz Jaber\} and Khan, \{Asif Irshad\}",

note = "Publisher Copyright: {\textcopyright} 2023 by the authors.",

year = "2023",

month = may,

doi = "10.3390/math11091992",

language = "English",

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T1 - Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder

AU - Ali, Abdullah Marish

AU - Ghaleb, Fuad A.

AU - Mohammed, Mohammed Sultan

AU - Alsolami, Fawaz Jaber

AU - Khan, Asif Irshad

PY - 2023/5

Y1 - 2023/5

KW - augmented information

KW - CNN

KW - deep autoencoder

KW - deep learning

KW - fake news detection

KW - misinformation

KW - stacked learning

KW - two-stage classification

KW - web-informed

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U2 - 10.3390/math11091992

DO - 10.3390/math11091992

M3 - Article

AN - SCOPUS:85159217708

SN - 2227-7390

VL - 11

JO - Mathematics

JF - Mathematics

IS - 9

M1 - 1992

ER -

Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder

Keywords

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