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Novel Visual and Statistical Image Features for Microblogs News Verification

https://doi.org/10.1109/tmm.2016.2617078

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Using Coherence-Based Measures to Predict Query Difficulty

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Detecting Event Rumors on Sina Weibo Automatically

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C4.5: Programs for Machine Learning by J. Ross Quinlan. Morgan Kaufmann Publishers, Inc., 1993

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Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope

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Book Review: C4.5: Programs for Machine Learning by J. Ross Quinlan. Morgan Kaufmann Publishers, Inc., 1993

inferredcites →https://doi.org/10.1023/b:visi.0000029664.99615.94openalex-snapshot

Distinctive Image Features from Scale-Invariant Keypoints

inferredcites →https://doi.org/10.1080/01621459.1967.10482890openalex-snapshot

Step-Wise Clustering Procedures

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Learning approaches for detecting and tracking news events

inferredcites →https://doi.org/10.1109/cvpr.2006.264openalex-snapshot

Scalable Recognition with a Vocabulary Tree

inferredcites →https://doi.org/10.1109/icde.2015.7113322openalex-snapshot

False rumors detection on Sina Weibo by propagation structures

inferredcites →https://doi.org/10.1109/icdm.2013.61openalex-snapshot

Prominent Features of Rumor Propagation in Online Social Media

inferredcites →https://doi.org/10.1109/icdm.2014.91openalex-snapshot

News Credibility Evaluation on Microblog with a Hierarchical Propagation Model

inferredcites →https://doi.org/10.1109/tifs.2014.2381872openalex-snapshot

Segmentation-Based Image Copy-Move Forgery Detection Scheme

inferredcites →https://doi.org/10.1109/tmm.2010.2055045openalex-snapshot

Towards a Relevant and Diverse Search of Social Images

inferredcites →https://doi.org/10.1109/tmm.2011.2177647openalex-snapshot

Query Difficulty Prediction for Web Image Search

inferredcites →https://doi.org/10.1109/tmm.2014.2384912openalex-snapshot

Multimedia Summarization for Social Events in Microblog Stream

inferredcites →https://doi.org/10.1109/tmm.2015.2393635openalex-snapshot

Automatic Visual Concept Learning for Social Event Understanding

inferredcites →https://doi.org/10.1109/tmm.2015.2487863openalex-snapshot

A Multifaceted Approach to Social Multimedia-Based Prediction of Elections

inferredcites →https://doi.org/10.1109/tmm.2015.2491019openalex-snapshot

Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media

inferredcites →https://doi.org/10.1109/tmm.2015.2510329openalex-snapshot

Multi-Modal Event Topic Model for Social Event Analysis

inferredcites →https://doi.org/10.1109/tpds.2015.2401003openalex-snapshot

A Secure and Dynamic Multi-Keyword Ranked Search Scheme over Encrypted Cloud Data

inferredcites →https://doi.org/10.1137/1.9781611972825.14openalex-snapshot

Evaluating Event Credibility on Twitter

inferredcites →https://doi.org/10.1145/1076034.1076155openalex-snapshot

Predicting query difficulty on the web by learning visual clues

inferredcites →https://doi.org/10.1145/1458082.1458142openalex-snapshot

Improved query difficulty prediction for the web

inferredcites →https://doi.org/10.1145/1646396.1646443openalex-snapshot

Jointly optimising relevance and diversity in image retrieval

inferredcites →https://doi.org/10.1145/1963405.1963500openalex-snapshot

Information credibility on twitter

inferredcites →https://doi.org/10.1145/1964858.1964869openalex-snapshot

Twitter under crisis

inferredcites →https://doi.org/10.1145/2145204.2145274openalex-snapshot

Tweeting is believing?

inferredcites →https://doi.org/10.1145/2350190.2350203openalex-snapshot

Automatic detection of rumor on Sina Weibo

inferredcites →https://doi.org/10.1145/2487788.2488033openalex-snapshot

Faking Sandy

inferredcites →https://doi.org/10.1145/2736277.2741637openalex-snapshot

Enquiring Minds

inferredcites →https://doi.org/10.1145/2740908.2742571openalex-snapshot

Real-Time News Cer tification System on Sina Weibo

inferredcites →https://doi.org/10.1145/564376.564429openalex-snapshot

Predicting query performance

inferredcites →https://doi.org/10.1145/564426.564429openalex-snapshot

Predicting query performance

inferredcites →https://doi.org/10.1214/aoms/1177729694openalex-snapshot

On Information and Sufficiency

inferredcites →https://doi.org/10.1609/aaai.v30i1.10382openalex-snapshot

News Verification by Exploiting Conflicting Social Viewpoints in Microblogs

inferredcites →https://doi.org/10.1609/aaai.v30i1.9970openalex-snapshot

Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Semantic‐enhanced multimodal fusion network for fake news detection

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Forensic Analysis of Memetic Image Propagation: Introducing the SMOC BRISQUEt Method

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MVFNN: Multi-Vision Fusion Neural Network for Fake News Picture Detection

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Fake news detection: A survey of graph neural network methods

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When falsehood wins? Varied effects of sensational elements on users’ engagement with real and fake posts

inferred← citeshttps://doi.org/10.1016/j.cie.2022.108432openalex-snapshot

Linguistic features based framework for automatic fake news detection

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Detection and veracity analysis of fake news via scrapping and authenticating the web search

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Research on intelligent visual image feature region acquisition algorithm in Internet of Things framework

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Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language

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An automated multi-web platform voting framework to predict misleading information proliferated during COVID-19 outbreak using ensemble method

inferred← citeshttps://doi.org/10.1016/j.datak.2022.102124openalex-snapshot

Meta-heuristic Searched-Ensemble Learning for fake news detection with optimal weighted feature selection approach

inferred← citeshttps://doi.org/10.1016/j.dss.2019.113132openalex-snapshot

Veracity assessment of online data

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Impact of information timeliness and richness on public engagement on social media during COVID-19 pandemic: An empirical investigation based on NLP and machine learning

inferred← citeshttps://doi.org/10.1016/j.ejor.2023.10.003openalex-snapshot

Feature importance in the age of explainable AI: Case study of detecting fake news & misinformation via a multi-modal framework

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A graph-based pivotal semantic mining framework for rumor detection

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A systematic survey on explainable AI applied to fake news detection

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Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities

inferred← citeshttps://doi.org/10.1016/j.eswa.2020.114208openalex-snapshot

A review on rumour prediction and veracity assessment in online social network

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AMFB: Attention based multimodal Factorized Bilinear Pooling for multimodal Fake News Detection

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.118111openalex-snapshot

Detecting fake news on Chinese social media based on hybrid feature fusion method

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.120537openalex-snapshot

Multi-modal fusion using Fine-tuned Self-attention and transfer learning for veracity analysis of web information

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127741openalex-snapshot

SEPM: Multiscale semantic enhancement-progressive multimodal fusion network for fake news detection

inferred← citeshttps://doi.org/10.1016/j.fmre.2024.01.017openalex-snapshot

An overview of fake news detection: From a new perspective

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A review of fake news detection approaches: A critical analysis of relevant studies and highlighting key challenges associated with the dataset, feature representation, and data fusion

inferred← citeshttps://doi.org/10.1016/j.inffus.2023.101944openalex-snapshot

MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection

inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102500openalex-snapshot

Escaping the neutralization effect of modality features fusion in multimodal Fake News Detection

inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102715openalex-snapshot

Knowledge-aware multimodal pre-training for fake news detection

inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103469openalex-snapshot

Semantic space aligned multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103470openalex-snapshot

MCDF: Multimodal information fusion and causal analysis for election misinformation detection

inferred← citeshttps://doi.org/10.1016/j.ins.2019.05.035openalex-snapshot

A survey on fake news and rumour detection techniques

inferred← citeshttps://doi.org/10.1016/j.ins.2021.03.037openalex-snapshot

HAN, image captioning, and forensics ensemble multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.ins.2024.120310openalex-snapshot

Multimodal matching-aware co-attention networks with mutual knowledge distillation for fake news detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2019.03.004openalex-snapshot

An overview of online fake news: Characterization, detection, and discussion

inferred← citeshttps://doi.org/10.1016/j.ipm.2020.102437openalex-snapshot

A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks

inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102554openalex-snapshot

Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19

inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102610openalex-snapshot

Detecting fake news by exploring the consistency of multimodal data

inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102618openalex-snapshot

Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102678openalex-snapshot

Catch me if you can: A participant-level rumor detection framework via fine-grained user representation learning

inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102679openalex-snapshot

Linguistic characteristics and the dissemination of misinformation in social media: The moderating effect of information richness

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103063openalex-snapshot

BCMF: A bidirectional cross-modal fusion model for fake news detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103120openalex-snapshot

Multimodal fake news detection via progressive fusion networks

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103206openalex-snapshot

Preventing profiling for ethical fake news detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2026.104930openalex-snapshot

Explicit token modeling and hierarchical feature reasoning for multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2026.105170openalex-snapshot

Detecting implicit inconsistency in multimodal fake news via fine-grained cross-modal adaptive reasoning

inferred← citeshttps://doi.org/10.1016/j.jjimei.2021.100052openalex-snapshot

Combating the menace: A survey on characterization and detection of fake news from a data science perspective

inferred← citeshttps://doi.org/10.1016/j.jjimei.2025.100353openalex-snapshot

ABERT: Adapting BERT model for efficient detection of human and AI-generated fake news

inferred← citeshttps://doi.org/10.1016/j.jksuci.2023.101571openalex-snapshot

A comprehensive survey of fake news in social networks: Attributes, features, and detection approaches

inferred← citeshttps://doi.org/10.1016/j.jnlssr.2023.02.003openalex-snapshot

A study on predicting crisis information dissemination in epidemic-level public health events

inferred← citeshttps://doi.org/10.1016/j.knosys.2021.108085openalex-snapshot

Multi-view learning with distinguishable feature fusion for rumor detection

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113867openalex-snapshot

A unified cross-source context enhancement model for multi-source fake news detection

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114633openalex-snapshot

LQMF-RD: A lightweight quantum-driven multi-modal fusion framework for rumor detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2021.07.077openalex-snapshot

Knowledge augmented transformer for adversarial multidomain multiclassification multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2023.127112openalex-snapshot

Hierarchical graph attention networks for multi-modal rumor detection on social media

inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130308openalex-snapshot

Hierarchical cross-modal interaction network for multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.133098openalex-snapshot

ISMAF: Intrinsic-social modality alignment and fusion for multimodal rumor detection

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111485openalex-snapshot

Balanced Multi-modal Learning with Hierarchical Fusion for Fake News Detection

inferred← citeshttps://doi.org/10.1016/j.patrec.2025.02.035openalex-snapshot

CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection

inferred← citeshttps://doi.org/10.1016/j.patrec.2026.09.046openalex-snapshot

DHF-Net: Multimodal fake news detection via dual-path hierarchical feature fusion

inferred← citeshttps://doi.org/10.1016/j.procs.2023.01.285openalex-snapshot

A WebApp for Reliability Detection in Social Media

inferred← citeshttps://doi.org/10.1016/j.techsoc.2026.103252openalex-snapshot

User perceptions of credibility signals: A conjoint analysis of technological features in news platform

inferred← citeshttps://doi.org/10.1016/j.tele.2026.102466openalex-snapshot

Unveiling deceptive narratives: Interpretable machine learning for rhetorical device analysis in fake news detection

inferred← citeshttps://doi.org/10.1038/s41598-025-25311-xopenalex-snapshot

A hybrid deep learning framework for fake news detection using LSTM-CGPNN and metaheuristic optimization

inferred← citeshttps://doi.org/10.1051/bioconf/20249700123openalex-snapshot

A comprehensive review of machine learning-based models for fake news detection

inferred← citeshttps://doi.org/10.1080/01969722.2023.2175155openalex-snapshot

Enhanced Multimodal Fake News Detection with Optimal Feature Fusion and Modified Bi-LSTM Architecture

inferred← citeshttps://doi.org/10.1080/13614568.2021.1889691openalex-snapshot

A study of fake news reading and annotating in social media context

inferred← citeshttps://doi.org/10.1088/1367-2630/adfb02openalex-snapshot

B-TCSR: a co-evolutionary model for multimodal misinformation propagation in hypergraphs

inferred← citeshttps://doi.org/10.1088/1742-6596/1916/1/012235openalex-snapshot

Fake News Detection on Social Media Using Machine Learning

inferred← citeshttps://doi.org/10.1093/comjnl/bxaf024openalex-snapshot

Dual-feature adaptive framework for multimodal disinformation detection

inferred← citeshttps://doi.org/10.1108/gkmc-11-2021-0177openalex-snapshot

Bibliometric analysis of fake news indexed in Web of Science and Scopus (2001-2020)

inferred← citeshttps://doi.org/10.1108/intr-05-2021-0294openalex-snapshot

Fake news on the internet: a literature review, synthesis and directions for future research

inferred← citeshttps://doi.org/10.1109/aann71145.2026.11709263openalex-snapshot

Multimodal Fake News Detection via Hybrid External Knowledge and Offline LLM Supervision

inferred← citeshttps://doi.org/10.1109/access.2020.2994658openalex-snapshot

Socio-Technical Mitigation Effort to Combat Cyber Propaganda: A Systematic Literature Mapping

inferred← citeshttps://doi.org/10.1109/access.2021.3058809openalex-snapshot

Unsupervised Fake News Detection Based on Autoencoder

inferred← citeshttps://doi.org/10.1109/access.2021.3113981openalex-snapshot

Fake News Detection via Multi-Modal Topic Memory Network

inferred← citeshttps://doi.org/10.1109/access.2021.3114093openalex-snapshot

Multi-Level Multi-Modal Cross-Attention Network for Fake News Detection

inferred← citeshttps://doi.org/10.1109/access.2022.3159651openalex-snapshot

A Taxonomy of Fake News Classification Techniques: Survey and Implementation Aspects

inferred← citeshttps://doi.org/10.1109/access.2022.3229762openalex-snapshot

A Temporal-and-Spatial Flow Based Multimodal Fake News Detection by Pooling and Attention Blocks

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