{"id":"https://openalex.org/W4411553831","doi":"https://doi.org/10.1007/s41060-025-00848-2","title":"A robust framework for topology-based anomaly detection in attributed networks using graph attention networks, substructure analysis, and data augmentation","display_name":"A robust framework for topology-based anomaly detection in attributed networks using graph attention networks, substructure analysis, and data augmentation","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411553831","doi":"https://doi.org/10.1007/s41060-025-00848-2"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00848-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00848-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-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/A5068200950","display_name":"Wasim Khan","orcid":"https://orcid.org/0000-0003-2311-1451"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Wasim Khan","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed) University, Pune, Maharashtra, 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed) University, Pune, Maharashtra, 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016439216","display_name":"Mohammad Ishrat","orcid":"https://orcid.org/0000-0002-9699-4454"},"institutions":[{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Ishrat","raw_affiliation_strings":["School of Computing Science and Engineering, VIT Bhopal University, Sehore, 466114, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT Bhopal University, Sehore, 466114, Madhya Pradesh, India","institution_ids":["https://openalex.org/I152391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027829480","display_name":"Syed Mohd Faisal","orcid":"https://orcid.org/0000-0002-3968-7810"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Syed Mohd Faisal","raw_affiliation_strings":["Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, AP, 522502, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, AP, 522502, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743409","display_name":"Faheem Ahmad","orcid":"https://orcid.org/0000-0002-0097-5719"},"institutions":[{"id":"https://openalex.org/I4210158057","display_name":"University of Technology and Applied Sciences - Al Mussanah","ror":"https://ror.org/0568ttb16","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210158057"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Faheem Ahmad","raw_affiliation_strings":["University of Technology and Applied Science, Al Musanna, Sultanate of Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology and Applied Science, Al Musanna, Sultanate of Oman","institution_ids":["https://openalex.org/I4210158057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092928011","display_name":"Khan Vajid Nabilal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110109","display_name":"GenePath Dx (India)","ror":"https://ror.org/01ydq7s61","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210110109"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khan Vajid Nabilal","raw_affiliation_strings":["Genba Sopanrao Moze College of Engineering, Balewadi, Pune, Maharashtra, 411045, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Genba Sopanrao Moze College of Engineering, Balewadi, Pune, Maharashtra, 411045, India","institution_ids":["https://openalex.org/I4210110109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101526817","display_name":"Yogesh Kumar Sharma","orcid":"https://orcid.org/0000-0003-1934-4535"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogesh Kumar Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, AP, 522502, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, AP, 522502, India","institution_ids":["https://openalex.org/I875944469"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068200950"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.8768,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93395889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"20","issue":"7","first_page":"6715","last_page":"6728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9995999932289124,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.987500011920929,"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/substructure","display_name":"Substructure","score":0.9038479924201965},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7309945821762085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5557326078414917},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5504263639450073},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4997854232788086},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.45876187086105347},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.4555548131465912},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4000004529953003},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27354538440704346},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.22512784600257874},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16933661699295044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12920153141021729},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08631160855293274}],"concepts":[{"id":"https://openalex.org/C99679407","wikidata":"https://www.wikidata.org/wiki/Q56761637","display_name":"Substructure","level":2,"score":0.9038479924201965},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7309945821762085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5557326078414917},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5504263639450073},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4997854232788086},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.45876187086105347},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.4555548131465912},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4000004529953003},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27354538440704346},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22512784600257874},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16933661699295044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12920153141021729},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08631160855293274},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00848-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00848-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2230508580","https://openalex.org/W2907492528","https://openalex.org/W2944250323","https://openalex.org/W2963017945","https://openalex.org/W2979898055","https://openalex.org/W3201346989","https://openalex.org/W4205935407","https://openalex.org/W4211084489","https://openalex.org/W4285216938","https://openalex.org/W4294791747","https://openalex.org/W4308444435","https://openalex.org/W4310125503","https://openalex.org/W4318018963","https://openalex.org/W4386918771","https://openalex.org/W4387745472","https://openalex.org/W4399701667","https://openalex.org/W4402943183","https://openalex.org/W4403253897","https://openalex.org/W4406614817","https://openalex.org/W4406832705","https://openalex.org/W4407196630","https://openalex.org/W4407826051","https://openalex.org/W6684817968"],"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":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
