{"id":"https://openalex.org/W4318043837","doi":"https://doi.org/10.3390/sym15020296","title":"HyproBert: A Fake News Detection Model Based on Deep Hypercontext","display_name":"HyproBert: A Fake News Detection Model Based on Deep Hypercontext","publication_year":2023,"publication_date":"2023-01-21","ids":{"openalex":"https://openalex.org/W4318043837","doi":"https://doi.org/10.3390/sym15020296"},"language":"en","primary_location":{"id":"doi:10.3390/sym15020296","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15020296","pdf_url":"https://www.mdpi.com/2073-8994/15/2/296/pdf?version=1674280782","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/15/2/296/pdf?version=1674280782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046476962","display_name":"Muhammad Imran Nadeem","orcid":"https://orcid.org/0000-0003-1536-2285"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Imran Nadeem","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0003-1536-2285","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001704713","display_name":"Syed Agha Hassnain Mohsan","orcid":"https://orcid.org/0000-0002-5810-4983"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Syed Agha Hassnain Mohsan","raw_affiliation_strings":["Optical Communications Laboratory, Ocean College, Zhejiang University, Zheda Road 1, Zhoushan 316021, China"],"raw_orcid":"https://orcid.org/0000-0002-5810-4983","affiliations":[{"raw_affiliation_string":"Optical Communications Laboratory, Ocean College, Zhejiang University, Zheda Road 1, Zhoushan 316021, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083808734","display_name":"Kanwal Ahmed","orcid":"https://orcid.org/0000-0001-6210-4487"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kanwal Ahmed","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0001-6210-4487","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048709524","display_name":"Dun Li","orcid":"https://orcid.org/0000-0002-1986-7144"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dun Li","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100558588","display_name":"Zhiyun Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyun Zheng","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771200","display_name":"Muhammad Shafiq","orcid":"https://orcid.org/0000-0003-1909-9373"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Shafiq","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036784649","display_name":"Faten Khalid Karim","orcid":"https://orcid.org/0000-0003-1111-5818"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Faten Khalid Karim","raw_affiliation_strings":["Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063114495","display_name":"Samih M. Mostafa","orcid":"https://orcid.org/0000-0001-9234-5898"},"institutions":[{"id":"https://openalex.org/I189575948","display_name":"South Valley University","ror":"https://ror.org/00jxshx33","country_code":"EG","type":"education","lineage":["https://openalex.org/I189575948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Samih M. Mostafa","raw_affiliation_strings":["Computer Science Department, Faculty of Computers and Information, South Valley University, Qena 83523, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-9234-5898","affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Information, South Valley University, Qena 83523, Egypt","institution_ids":["https://openalex.org/I189575948"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036784649","https://openalex.org/A5048709524"],"corresponding_institution_ids":["https://openalex.org/I106778892","https://openalex.org/I38877650"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":18.4403,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.99332949,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"2","first_page":"296","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726707935333252},{"id":"https://openalex.org/keywords/disinformation","display_name":"Disinformation","score":0.701249361038208},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.6742938756942749},{"id":"https://openalex.org/keywords/lexical-analysis","display_name":"Lexical analysis","score":0.657961368560791},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5822750926017761},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5580087900161743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5425463914871216},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.5047005414962769},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46174436807632446},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4176919758319855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33427101373672485},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3233748972415924},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.170561283826828},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.1513386368751526},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13662663102149963},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11294007301330566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726707935333252},{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.701249361038208},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.6742938756942749},{"id":"https://openalex.org/C176982825","wikidata":"https://www.wikidata.org/wiki/Q835922","display_name":"Lexical analysis","level":2,"score":0.657961368560791},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5822750926017761},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5580087900161743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5425463914871216},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.5047005414962769},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46174436807632446},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4176919758319855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33427101373672485},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3233748972415924},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.170561283826828},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.1513386368751526},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13662663102149963},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11294007301330566},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym15020296","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15020296","pdf_url":"https://www.mdpi.com/2073-8994/15/2/296/pdf?version=1674280782","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cdfa7ca3ed76487e9521a95e23235bc7","is_oa":false,"landing_page_url":"https://doaj.org/article/cdfa7ca3ed76487e9521a95e23235bc7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 15, Iss 2, p 296 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/15/2/296/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym15020296","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 15; Issue 2; Pages: 296","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym15020296","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15020296","pdf_url":"https://www.mdpi.com/2073-8994/15/2/296/pdf?version=1674280782","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4318043837.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W2116825089","https://openalex.org/W2150102617","https://openalex.org/W2155653793","https://openalex.org/W2330219538","https://openalex.org/W2340254858","https://openalex.org/W2481623333","https://openalex.org/W2490420619","https://openalex.org/W2577888896","https://openalex.org/W2609512471","https://openalex.org/W2741930413","https://openalex.org/W2778443828","https://openalex.org/W2915002815","https://openalex.org/W2919638288","https://openalex.org/W2924354574","https://openalex.org/W2936503027","https://openalex.org/W2945936518","https://openalex.org/W2951307134","https://openalex.org/W2953980153","https://openalex.org/W2954241174","https://openalex.org/W2963416784","https://openalex.org/W2963703618","https://openalex.org/W2968549889","https://openalex.org/W2976370842","https://openalex.org/W2980458196","https://openalex.org/W2980986395","https://openalex.org/W2981025273","https://openalex.org/W2994261280","https://openalex.org/W2999309192","https://openalex.org/W3003507729","https://openalex.org/W3010507974","https://openalex.org/W3020963228","https://openalex.org/W3097482582","https://openalex.org/W3114297766","https://openalex.org/W3119467012","https://openalex.org/W3119962516","https://openalex.org/W3125893632","https://openalex.org/W3128596500","https://openalex.org/W3130666089","https://openalex.org/W3144021585","https://openalex.org/W3151989884","https://openalex.org/W3158654678","https://openalex.org/W3182020042","https://openalex.org/W3186543348","https://openalex.org/W3209257685","https://openalex.org/W3211602915","https://openalex.org/W4200048302","https://openalex.org/W4200420145","https://openalex.org/W4210891265","https://openalex.org/W4225319149","https://openalex.org/W4280553325","https://openalex.org/W4280585363","https://openalex.org/W4283702010","https://openalex.org/W4293403398","https://openalex.org/W4306167560","https://openalex.org/W4306362235","https://openalex.org/W4309263326","https://openalex.org/W4310716498","https://openalex.org/W4312186169","https://openalex.org/W4312226221","https://openalex.org/W4312732298","https://openalex.org/W4313195819","https://openalex.org/W6681875376","https://openalex.org/W6743446608","https://openalex.org/W6748053814","https://openalex.org/W6788990216","https://openalex.org/W6789464608","https://openalex.org/W6792641489"],"related_works":["https://openalex.org/W3081379046","https://openalex.org/W2100028027","https://openalex.org/W4304145139","https://openalex.org/W3198351040","https://openalex.org/W4310502242","https://openalex.org/W2994676997","https://openalex.org/W3120934925","https://openalex.org/W4283756172","https://openalex.org/W3206164673","https://openalex.org/W3188086985"],"abstract_inverted_index":{"News":[0],"media":[1,33],"agencies":[2],"are":[3,98],"known":[4],"to":[5,37,102,106,118,120,133,138,153,183],"publish":[6],"misinformation,":[7],"disinformation,":[8],"and":[9,67,93,108,172,186],"propaganda":[10],"for":[11,55,73,91,158],"the":[12,29,38,47,62,85,103,110,114,122,129,134,140,144,156],"sake":[13],"of":[14,31,41,49,64,136],"money,":[15],"higher":[16,180],"news":[17,66,76,169],"propagation,":[18],"political":[19],"influence,":[20],"or":[21],"other":[22,184],"unfair":[23],"reasons.":[24],"The":[25,96,125,160],"exponential":[26],"increase":[27],"in":[28,80],"use":[30],"social":[32],"has":[34],"also":[35],"contributed":[36],"frequent":[39],"spread":[40],"fake":[42,65,75,168],"news.":[43],"This":[44],"study":[45],"extends":[46],"concept":[48],"symmetry":[50],"into":[51],"deep":[52],"learning":[53],"approaches":[54],"advanced":[56],"natural":[57],"language":[58],"processing,":[59],"thereby":[60],"improving":[61],"identification":[63],"propaganda.":[68],"A":[69],"hybrid":[70],"HyproBert":[71,87,162,177],"model":[72,88,139,163],"automatic":[74],"detection":[77],"is":[78,116,151,164],"proposed":[79,86,161],"this":[81],"paper.":[82],"To":[83],"begin,":[84],"uses":[89],"DistilBERT":[90],"tokenization":[92],"word":[94],"embeddings.":[95],"embeddings":[97],"provided":[99,117],"as":[100],"input":[101],"convolution":[104],"layer":[105,150],"highlight":[107],"extract":[109,121],"spatial":[111,145],"features.":[112,124,146],"Subsequently,":[113],"output":[115,135],"BiGRU":[119,137],"contextual":[123],"CapsNet,":[126],"along":[127],"with":[128],"self-attention":[130],"layer,":[131],"proceeds":[132],"hierarchy":[141],"relationship":[142],"among":[143],"Finally,":[147],"a":[148,175,179],"dense":[149],"implemented":[152],"combine":[154],"all":[155],"features":[157],"classification.":[159],"evaluated":[165],"using":[166],"two":[167],"datasets":[170],"(ISOT":[171],"FA-KES).":[173],"As":[174],"result,":[176],"achieved":[178],"performance":[181],"compared":[182],"baseline":[185],"state-of-the-art":[187],"models.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":9}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2023-01-26T00:00:00"}
