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Deep Learning Methods for Event Verification and Image Repurposing Detection [article]

M. Goebel, A. Flenner, L. Nataraj, B.S. Manjunath
<span title="2019-02-11">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our experiments demonstrate both these approaches are effective for event verification and image re-purposing detection.  ...  Many algorithms have been developed to detect manipulated images, but few have investigated the ability of deep neural network based approaches to verify the authenticity of image labels, such as event  ...  The paper is approved for public release, distribution unlimited.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1902.04038v1">arXiv:1902.04038v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hnciyfwrubc2rotyu324lsl37i">fatcat:hnciyfwrubc2rotyu324lsl37i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200901102543/https://arxiv.org/pdf/1902.04038v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/81/0b/810b8141c26e64cad2bcdc9766e5d66cf0d52189.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1902.04038v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

AIRD: Adversarial Learning Framework for Image Repurposing Detection [article]

Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan
<span title="2019-04-09">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we present a novel method for image repurposing detection that is based on the real-world adversarial interplay between a bad actor who repurposes images with counterfeit metadata and a  ...  Image repurposing is a commonly used method for spreading misinformation on social media and online forums, which involves publishing untampered images with modified metadata to create rumors and further  ...  Government is authorized to reproduce and distribute reprints for governmental purposes notwithstanding any copyright notation thereon.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.00788v3">arXiv:1903.00788v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4bvu6xbisrgwbfdm6gz7zjra74">fatcat:4bvu6xbisrgwbfdm6gz7zjra74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200429182810/https://arxiv.org/pdf/1903.00788v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/87/a8878fb42dc3fd631726f8da1463452216afbb3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.00788v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

MEG: Multi-Evidence GNN for Multimodal Semantic Forensics [article]

Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
<span title="2020-11-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Fake news often involves semantic manipulations across modalities such as image, text, location etc and requires the development of multimodal semantic forensics for its detection.  ...  We compare the scalability and performance of our model against existing methods.  ...  However, previous methods for image repurposing detection cannot handle variable number of retrieved packages [5] [6] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.11286v1">arXiv:2011.11286v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/whw4lz27c5exnnyfvl2rqxv7za">fatcat:whw4lz27c5exnnyfvl2rqxv7za</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201126043610/https://arxiv.org/pdf/2011.11286v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/ff/31fff58dd13da53d88c74aa7c317b9927df5c8e1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.11286v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks [article]

Chahat Raj, Priyanka Meel
<span title="2021-11-23">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Fake news detection is one of the most analyzed and prominent areas of research. These detection techniques apply popular machine learning and deep learning algorithms.  ...  This review primarily deals with multi-modal fake news detection techniques that include images, videos, and their combinations with text.  ...  These include Deep Neural Networks, Image/Video Forensics, explicit features, and other methods. Textual detection mechanisms have employed several machine learning and deep learning classifiers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.00803v1">arXiv:2112.00803v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/twppg5v37bdozcdloaa6zfk7s4">fatcat:twppg5v37bdozcdloaa6zfk7s4</a> </span>
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Media forensics on social media platforms: a survey

Cecilia Pasquini, Irene Amerini, Giulia Boato
<span title="">2021</span> <i title="SpringerOpen"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sjaucqv5czbyxdt75q6vkociju" style="color: black;">EURASIP Journal on Information Security</a> </i> &nbsp;
This survey aims at describing the work done so far on the analysis of shared data, covering three main aspects: forensics techniques performing source identification and integrity verification on media  ...  uploaded on social networks, platform provenance analysis allowing to identify sharing platforms, and multimedia verification algorithms assessing the credibility of media objects in relation to its associated  ...  Lastly, the work in [76] addresses the typical lack of training data for repurposing detection by proposing an Adversarial Image Repurposing Detection (AIRD) method which does not need repurposing examples  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13635-021-00117-2">doi:10.1186/s13635-021-00117-2</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/06be9b5b0da9456b97060870239d1f24">doaj:06be9b5b0da9456b97060870239d1f24</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fquen2fiyfbazo5b5ydvz3ddae">fatcat:fquen2fiyfbazo5b5ydvz3ddae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210604014446/https://jis-eurasipjournals.springeropen.com/track/pdf/10.1186/s13635-021-00117-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e9/89/e989ae40587786bae7de81b62c7d024f015d2221.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13635-021-00117-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Multimodal news analytics using measures of cross-modal entity and context consistency

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Sherzod Hakimov, Ralph Ewerth
<span title="2021-04-28">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/prsrkwgmmjas7elf5ki2xrsyvm" style="color: black;">International Journal of Multimedia Information Retrieval</a> </i> &nbsp;
Named entity linking is applied to extract persons, locations, and events from news texts.  ...  In this paper, we present a multimodal approach to quantify the entity coherence between image and text in real-world news.  ...  The images or other third party material  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13735-021-00207-4">doi:10.1007/s13735-021-00207-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bhi7vavllnft3dwx6rw57eqckq">fatcat:bhi7vavllnft3dwx6rw57eqckq</a> </span>
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Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text

Ayush Jaiswal, Ekraam Sabir, Wael AbdAlmageed, Premkumar Natarajan
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 2017 ACM on Multimedia Conference - MM &#39;17</a> </i> &nbsp;
Our method is able to achieve F1 scores of 0.75, 0.89 and 0.94 on MAIM, Flickr30K and MS COCO, respectively, for detecting semantically incoherent media packages.  ...  In this paper, we present a novel deep learning-based approach for assessing the semantic integrity of multimedia packages containing images and captions, using a reference set of multimedia packages.  ...  Government is authorized to reproduce and distribute reprints for governmental purposes notwithstanding any copyright notation thereon.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3123266.3123385">doi:10.1145/3123266.3123385</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/JaiswalSAN17.html">dblp:conf/mm/JaiswalSAN17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aq2sifpg6ncy3os42i5uvlp43a">fatcat:aq2sifpg6ncy3os42i5uvlp43a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218104113/https://static.aminer.org/pdf/20170130/pdfs/mm/ydibukur6ocljqzysttkgia2pdxlxe4f.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/69/10698ef489cce67b0fca7a6e489b2f38edf41036.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3123266.3123385"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

APPLICATION OF DEEPLEARNING TECHNIQUES FOR COVID-19 DIAGNOSIS AND TREATMENT

Aruna Shankar
<span title="2021-09-30">2021</span> <i title="Tejass Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
This study furnishes an elaborate response with various Deep Learning (DL) techniques of Artificial intelligence to combat the novel coronavirus.  ...  The current clinical trial tools are time-consuming, staggering a high cost, and requiring a well-equipped laboratory for analysis.  ...  , and to detect unusual epidemiological events.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2021.10904">doi:10.17148/ijarcce.2021.10904</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v5htoxeixbeopgysaa3w3bvywu">fatcat:v5htoxeixbeopgysaa3w3bvywu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211015214311/https://ijarcce.com/wp-content/uploads/2021/10/IJARCCE.2021.10904.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f5/02/f502eac66b49e755d1b4e0847c4ac162251ec9ff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2021.10904"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency [article]

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Ralph Ewerth
<span title="2020-10-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we introduce a novel task of cross-modal consistency verification in real-world news and present a multimodal approach to quantify the entity coherence between image and text.  ...  Named entity linking is applied to extract persons, locations, and events from news texts.  ...  In the future, we aim to refine the queries based on the extracted text entities for the visual verification approach by further exploiting knowledge graph information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10421v2">arXiv:2003.10421v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bqrn4xzc4zhovohco7wwx74xby">fatcat:bqrn4xzc4zhovohco7wwx74xby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201030122942/https://arxiv.org/pdf/2003.10421v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/35/4935a2e602734a99a848900d6b3fee8ced32cfa3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10421v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Aerial Infrared Target Tracking in Complex Background Based on Combined Tracking and Detecting

Yangguang Hu, Mingqing Xiao, Kai Zhang, Xiaotian Wang
<span title="2019-03-14">2019</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wpareqynwbgqdfodcyhh36aqaq" style="color: black;">Mathematical Problems in Engineering</a> </i> &nbsp;
We proposed a framework composed of a tracker T based on correlation filter and a detector D based on deep learning, which we call combined tracking and detecting (CTAD).  ...  With such collaboration, the algorithm enjoys both the high efficiency provided by correlation filter and the strong discriminative power provided by deep learning.  ...  Acknowledgments This research was supported by the National Natural Science Foundation of China (61703337) and the Aerospace Science and Technology Innovation Fund of China (SAST2017-082).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2019/2419579">doi:10.1155/2019/2419579</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zy5fwniulrg2djacut4qf3nqpi">fatcat:zy5fwniulrg2djacut4qf3nqpi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503142011/http://downloads.hindawi.com/journals/mpe/2019/2419579.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8d/bc/8dbc29f4dbc4dbc0b30be9ba07d9ff63d8433247.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2019/2419579"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

A Fast and Accurate System for Face Mask Detection in Public Places

Nourin Naushad
<span title="2021-06-14">2021</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
In Deep Learning Convolution Neural Networks is a class Deep Neural Networks which is used to prepare the models in this task.  ...  handling and profound learning.  ...  In this paper, describe a deep learning pipeline for unconstrained face identification and verification which achieves state-of-the-art performance on several benchmark datasets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2021.34967">doi:10.22214/ijraset.2021.34967</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gyvwb3mk5veh3m5j4glhvhljze">fatcat:gyvwb3mk5veh3m5j4glhvhljze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210615062611/https://www.ijraset.com/fileserve.php?FID=34967" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/56/d956b4ed5861aa9d05f740c3c51066f99d237232.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2021.34967"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Improving significance of binary black hole mergers in Advanced LIGO data using deep learning : Confirmation of GW151216 [article]

Shreejit Jadhav, Nikhil Mukund, Bhooshan Gadre, Sanjit Mitra, Sheelu Abraham
<span title="2020-10-22">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
detecting true events.  ...  We perform transfer learning to train "InceptionV3", a pre-trained deep neural network, along with curriculum learning to distinguish GW signals from noisy events by analysing their continuous wavelet  ...  SJ and NM acknowledge Council for Scientific and Industrial Research (CSIR), India, for providing financial support as Senior Research Fellows.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.08584v2">arXiv:2010.08584v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yelr26zc4be47fjwcxy4hlhjry">fatcat:yelr26zc4be47fjwcxy4hlhjry</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201026041440/https://arxiv.org/pdf/2010.08584v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/13/1f/131f1340f91f97cdbd51d051a1eb2f0dc3daf5c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.08584v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Deep Learning applications for COVID-19

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht
<span title="2021-01-11">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkhnkszyprhb3orbf6g7tqmgiu" style="color: black;">Journal of Big Data</a> </i> &nbsp;
We begin by evaluating the current state of Deep Learning and conclude with key limitations of Deep Learning for COVID-19 applications.  ...  Within Life Sciences, our survey looks at how Deep Learning can be applied to Precision Diagnostics, Protein Structure Prediction, and Drug Repurposing.  ...  Acknowledgements We would like to thank the reviewers in the Data Mining and Machine Learning Laboratory at Florida Atlantic University.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-020-00392-9">doi:10.1186/s40537-020-00392-9</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33457181">pmid:33457181</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7797891/">pmcid:PMC7797891</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aokxo63z2rhdpfxo3egyf3xpcm">fatcat:aokxo63z2rhdpfxo3egyf3xpcm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210112151551/https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00392-9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3b/72/3b729b10a5aefd1a2be90a2f9efb03a9673b8e73.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-020-00392-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7797891" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

2020 Index IEEE Journal of Biomedical and Health Informatics Vol. 24

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q2z26obphvchndqieqd65vltle" style="color: black;">IEEE journal of biomedical and health informatics</a> </i> &nbsp;
., and Inan, O.T., A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning; JBHI May 2020 1296-1309 Herskovic, V., see Saint-Pierre  ...  Rubin, D. 2570-2579 Jiang, D., see 2473-2480 Jiang, H., see 2798-2805 Jiang, H., Yang, M., Chen, X., Li, M., Li, Y., and Wang, J., miRTMC: A miRNA Target Prediction Method Based on Matrix Completion  ...  ., +, JBHI Feb. 2020 594-602 Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jbhi.2020.3048808">doi:10.1109/jbhi.2020.3048808</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iifrkwtzazdmboabdqii7x5ukm">fatcat:iifrkwtzazdmboabdqii7x5ukm</a> </span>
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FNR: A Similarity and Transformer-Based Approachto Detect Multi-Modal FakeNews in Social Media [article]

Faeze Ghorbanpour, Maryam Ramezani, Mohammad A. Fazli, Hamid R. Rabiee
<span title="2021-12-02">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Therefore, verifying social media news and spotting fakes is crucial. This work aims to analyze multi-modal features from texts and images in social media for detecting fake news.  ...  We propose a Fake News Revealer (FNR) method that utilizes transform learning to extract contextual and semantic features and contrastive loss to determine the similarity between image and text.  ...  It is prevalent for old photos and videos to be repurposed as evidence of recent events. Using out-of-context images is another way to validate the news and gain trust.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.01131v1">arXiv:2112.01131v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mdnofls76jbdnakq7gu2jcargu">fatcat:mdnofls76jbdnakq7gu2jcargu</a> </span>
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