{"id":"https://openalex.org/W4212877023","doi":"https://doi.org/10.1007/978-3-030-93736-2_24","title":"Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data","display_name":"Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4212877023","doi":"https://doi.org/10.1007/978-3-030-93736-2_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93736-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5074993006","display_name":"Ankur Debnath","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ankur Debnath","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012982750","display_name":"Nitish Gupta","orcid":"https://orcid.org/0000-0001-7403-7509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nitish Gupta","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009355682","display_name":"Govind Waghmare","orcid":"https://orcid.org/0000-0002-2953-1847"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Govind Waghmare","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110851736","display_name":"Hardik Wadhwa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hardik Wadhwa","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076286184","display_name":"Siddhartha Asthana","orcid":"https://orcid.org/0000-0002-6798-1240"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siddhartha Asthana","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059891327","display_name":"Ankur Arora","orcid":"https://orcid.org/0000-0003-4350-5773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankur Arora","raw_affiliation_strings":["Mastercard AI Garage, Gurugram, India"],"affiliations":[{"raw_affiliation_string":"Mastercard AI Garage, Gurugram, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074993006"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3585,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64859861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"306","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9977999925613403,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9977999925613403,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9904999732971191,"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":0.7982714176177979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7308518886566162},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.6463178396224976},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6296858787536621},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5288347601890564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5265579223632812},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5022203922271729},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4726920425891876},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4536813795566559},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.44206860661506653},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41031503677368164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3709425926208496},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33936160802841187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08927920460700989},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.07483211159706116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06001976132392883}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7982714176177979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7308518886566162},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.6463178396224976},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6296858787536621},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5288347601890564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5265579223632812},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5022203922271729},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4726920425891876},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4536813795566559},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.44206860661506653},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41031503677368164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3709425926208496},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33936160802841187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08927920460700989},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.07483211159706116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06001976132392883},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93736-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2188692957","https://openalex.org/W2473418344","https://openalex.org/W2964268978","https://openalex.org/W3034942609","https://openalex.org/W3046296398","https://openalex.org/W3088157974","https://openalex.org/W3094402648","https://openalex.org/W6601854141","https://openalex.org/W6603084313","https://openalex.org/W6607982746","https://openalex.org/W6608993855","https://openalex.org/W6635373764","https://openalex.org/W6743198006","https://openalex.org/W6754801254"],"related_works":["https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4385452045","https://openalex.org/W4293777179","https://openalex.org/W2164070813","https://openalex.org/W2135608140","https://openalex.org/W4224231624","https://openalex.org/W2319626700","https://openalex.org/W3099598016","https://openalex.org/W4319589573"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}