{"id":"https://openalex.org/W4408040785","doi":"https://doi.org/10.1007/s00521-025-11028-5","title":"Generating prediction clustering graph network analysis data from masked time series with GANs","display_name":"Generating prediction clustering graph network analysis data from masked time series with GANs","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408040785","doi":"https://doi.org/10.1007/s00521-025-11028-5"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11028-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11028-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5032044865","display_name":"Radhia Toujani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088638","display_name":"Higher Institute of Management","ror":"https://ror.org/003sxhp42","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088638"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Radhia Toujani","raw_affiliation_strings":["BESTMOD Department, Higher Institute of management, University of Tunis, Bardo, 2000, Tunisia"],"affiliations":[{"raw_affiliation_string":"BESTMOD Department, Higher Institute of management, University of Tunis, Bardo, 2000, Tunisia","institution_ids":["https://openalex.org/I4210088638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085523963","display_name":"Fatma Hendaoui","orcid":"https://orcid.org/0000-0003-1225-8642"},"institutions":[{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fatma Hendaoui","raw_affiliation_strings":["Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017811444","display_name":"Ahlem Ferchichi","orcid":"https://orcid.org/0009-0009-0120-3962"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]},{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA","TN"],"is_corresponding":false,"raw_author_name":"Ahlem Ferchichi","raw_affiliation_strings":["Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","RIADI-GDL Laboratory, ENSI, University of Manouba, Manouba, 2010, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]},{"raw_affiliation_string":"RIADI-GDL Laboratory, ENSI, University of Manouba, Manouba, 2010, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083187100","display_name":"Mejda Chihaoui","orcid":"https://orcid.org/0000-0002-4432-0319"},"institutions":[{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mejda Chihaoui","raw_affiliation_strings":["Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104022998","display_name":"Aya Ferchichi","orcid":"https://orcid.org/0000-0003-1947-2756"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]},{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA","TN"],"is_corresponding":false,"raw_author_name":"Aya Ferchichi","raw_affiliation_strings":["Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","RIADI-GDL Laboratory, ENSI, University of Manouba, Manouba, 2010, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]},{"raw_affiliation_string":"RIADI-GDL Laboratory, ENSI, University of Manouba, Manouba, 2010, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059075601","display_name":"Wided Bakari","orcid":"https://orcid.org/0000-0002-0518-1627"},"institutions":[{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Wided Bakari","raw_affiliation_strings":["Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Applied College, University of Ha\u2019il, Hail, 55424, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5032044865"],"corresponding_institution_ids":["https://openalex.org/I4210088638"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01476072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"14","first_page":"8699","last_page":"8729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994000196456909,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.7244800329208374},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6100379228591919},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5653734803199768},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5599671602249146},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5546157956123352},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5476951599121094},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.45626354217529297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4190787971019745},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39551103115081787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.373779833316803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24621373414993286},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23356306552886963},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09141600131988525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244800329208374},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6100379228591919},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5653734803199768},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5599671602249146},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5546157956123352},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5476951599121094},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.45626354217529297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4190787971019745},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39551103115081787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.373779833316803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24621373414993286},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23356306552886963},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09141600131988525},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11028-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11028-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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":46,"referenced_works":["https://openalex.org/W1973987653","https://openalex.org/W2109426455","https://openalex.org/W2151098288","https://openalex.org/W2160654919","https://openalex.org/W2240536489","https://openalex.org/W2626473047","https://openalex.org/W2899671575","https://openalex.org/W2900974064","https://openalex.org/W2912917402","https://openalex.org/W2938687831","https://openalex.org/W2964732194","https://openalex.org/W2966779056","https://openalex.org/W2993533229","https://openalex.org/W2997072997","https://openalex.org/W2998116985","https://openalex.org/W2998313947","https://openalex.org/W2999038868","https://openalex.org/W3004999940","https://openalex.org/W3005439379","https://openalex.org/W3007638981","https://openalex.org/W3026423472","https://openalex.org/W3042453240","https://openalex.org/W3092583268","https://openalex.org/W3106827351","https://openalex.org/W3121038021","https://openalex.org/W3121835124","https://openalex.org/W3134942372","https://openalex.org/W3152497081","https://openalex.org/W3183448130","https://openalex.org/W3204508881","https://openalex.org/W4210334699","https://openalex.org/W4210746245","https://openalex.org/W4220687145","https://openalex.org/W4220722750","https://openalex.org/W4283121551","https://openalex.org/W4319335604","https://openalex.org/W4379615800","https://openalex.org/W4385270120","https://openalex.org/W4386071847","https://openalex.org/W4387846273","https://openalex.org/W4395056490","https://openalex.org/W4399347896","https://openalex.org/W4406014879","https://openalex.org/W6600137863","https://openalex.org/W6603860191","https://openalex.org/W6834904107"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W4393232657"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}