{"id":"https://openalex.org/W4406271196","doi":"https://doi.org/10.1109/bibm62325.2024.10821842","title":"Anomaly Detection in Individual Specific Networks through Explainable Generative Adversarial Attributed Networks","display_name":"Anomaly Detection in Individual Specific Networks through Explainable Generative Adversarial Attributed Networks","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406271196","doi":"https://doi.org/10.1109/bibm62325.2024.10821842"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037399554","display_name":"Pietro Hiram Guzzi","orcid":"https://orcid.org/0000-0001-5542-2997"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pietro Hiram Guzzi","raw_affiliation_strings":["Magna Graecia University,Department of Surgical and Medical Sciences,Catanzaro,Italy"],"affiliations":[{"raw_affiliation_string":"Magna Graecia University,Department of Surgical and Medical Sciences,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059223728","display_name":"Ugo Lomoio","orcid":"https://orcid.org/0000-0001-8150-0039"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ugo Lomoio","raw_affiliation_strings":["Magna Graecia University,Department of Surgical and Medical Sciences,Catanzaro,Italy"],"affiliations":[{"raw_affiliation_string":"Magna Graecia University,Department of Surgical and Medical Sciences,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076382228","display_name":"Tommaso Mazza","orcid":"https://orcid.org/0000-0003-0434-8533"},"institutions":[{"id":"https://openalex.org/I2800188116","display_name":"Casa Sollievo della Sofferenza","ror":"https://ror.org/00md77g41","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2800188116","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Mazza","raw_affiliation_strings":["IRCCS Casa Sollievo Della Sofferenza,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Casa Sollievo Della Sofferenza,Rome,Italy","institution_ids":["https://openalex.org/I2800188116","https://openalex.org/I4210153126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027369094","display_name":"Pierangelo Veltri","orcid":"https://orcid.org/0000-0003-2494-0294"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierangelo Veltri","raw_affiliation_strings":["University of Calabria,Department of Informatics Modelling Electronics and Systems DIMES,Rende,Italy"],"affiliations":[{"raw_affiliation_string":"University of Calabria,Department of Informatics Modelling Electronics and Systems DIMES,Rende,Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037399554"],"corresponding_institution_ids":["https://openalex.org/I36443711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23397472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5764","last_page":"5769"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8891482949256897},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7601796388626099},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7468377947807312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6626585721969604},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5022726058959961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4928741455078125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35499143600463867}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8891482949256897},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7601796388626099},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7468377947807312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6626585721969604},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5022726058959961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4928741455078125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35499143600463867},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2029382089","https://openalex.org/W2569705007","https://openalex.org/W2623667213","https://openalex.org/W2962834926","https://openalex.org/W3093664513","https://openalex.org/W4375860907","https://openalex.org/W4385725607","https://openalex.org/W4401556795","https://openalex.org/W6810969505","https://openalex.org/W6846266145"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Recently,":[0],"the":[1,10,32,65,77,126],"availability":[2],"of":[3,12,34,40,42,67,128],"many":[4],"omics":[5],"data":[6,124],"source":[7],"has":[8],"given":[9],"rise":[11],"modelling":[13],"biological":[14],"networks":[15,22,41,117],"for":[16,106],"each":[17,35],"individual":[18,52],"or":[19],"patient.":[20],"Such":[21],"are":[23],"able":[24],"to":[25],"represent":[26],"individual-specific":[27],"characteristics,":[28],"providing":[29],"insights":[30],"into":[31],"condition":[33,49],"person.":[36],"Given":[37],"a":[38,44,47,54,97],"set":[39],"individuals,":[43],"network":[45],"representing":[46],"particular":[48],"(e.g.,":[50],"an":[51,61],"with":[53],"specific":[55],"disease)":[56],"may":[57,72],"be":[58],"seen":[59],"as":[60],"anomaly":[62,86,107],"network.":[63],"Consequently,":[64],"use":[66],"Graph":[68],"Anomaly":[69],"Detection":[70,93],"techniques":[71],"support":[73],"such":[74],"analysis.":[75],"Among":[76],"others,":[78],"Generative":[79,101],"Adversarial":[80,102],"Networks":[81,104],"present":[82],"optimal":[83],"performances":[84],"in":[85,94,109,131],"detection.":[87],"This":[88],"paper":[89],"presents":[90],"ADIN":[91],"(Anomaly":[92],"Individual":[95],"Networks),":[96],"framework":[98],"based":[99],"on":[100,116],"Attributed":[103],"(GAANs)":[105],"detection":[108],"convergence/divergence":[110],"patients":[111],"attributed":[112],"networks.":[113],"Preliminary":[114],"results":[115],"generated":[118],"from":[119],"computational":[120],"biology":[121],"gene":[122],"expression":[123],"demonstrate":[125],"effectiveness":[127],"our":[129],"approach":[130],"detecting":[132],"and":[133],"explaining":[134],"bladder":[135],"cancer":[136],"patients.":[137]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
