{"id":"https://openalex.org/W7123358195","doi":"https://doi.org/10.1016/j.asoc.2026.114634","title":"HQML-NLP: A hybrid quantum machine learning framework for scholarly AI-text detection","display_name":"HQML-NLP: A hybrid quantum machine learning framework for scholarly AI-text detection","publication_year":2026,"publication_date":"2026-01-12","ids":{"openalex":"https://openalex.org/W7123358195","doi":"https://doi.org/10.1016/j.asoc.2026.114634"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.114634","doi":"https://doi.org/10.1016/j.asoc.2026.114634","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.114634","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"volume":null,"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/A5005534753","display_name":"Layth Rafea Hazim","orcid":"https://orcid.org/0000-0001-8066-2175","observed_orcids":["https://orcid.org/0000-0001-8066-2175"]},"institutions":[{"id":"https://openalex.org/I42317466","display_name":"Alt\u0131nba\u015f University","ror":"https://ror.org/0145w8333","country_code":"TR","type":"education","lineage":["https://openalex.org/I42317466"]},{"id":"https://openalex.org/I72539421","display_name":"University of Tikrit","ror":"https://ror.org/01zfzax10","country_code":"IQ","type":"education","lineage":["https://openalex.org/I72539421"]}],"countries":["IQ","TR"],"is_corresponding":true,"raw_author_name":"Layth Rafea Hazim","raw_affiliation_strings":["College of Computer Science and Mathematics, Tikrit University, Iraq","Department of Electrical and Computer Engineering, Altinbas University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Mathematics, Tikrit University, Iraq","institution_ids":["https://openalex.org/I72539421"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Altinbas University, Turkey","institution_ids":["https://openalex.org/I42317466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058792981","display_name":"O\u011fuz Ata","orcid":"https://orcid.org/0000-0003-4511-7694","observed_orcids":["https://orcid.org/0000-0003-4511-7694"]},"institutions":[{"id":"https://openalex.org/I4387153143","display_name":"Atlas \u00dcniversitesi","ror":"https://ror.org/02jqzm779","country_code":"TR","type":"education","lineage":["https://openalex.org/I4387153143"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Oguz Ata","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Atlas University, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4511-7694","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Atlas University, Turkey","institution_ids":["https://openalex.org/I4387153143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005534753","https://openalex.org/A5058792981"],"corresponding_institution_ids":["https://openalex.org/I42317466","https://openalex.org/I4387153143","https://openalex.org/I72539421"],"apc_list":{"value":3730,"currency":"USD","value_usd":3730},"apc_paid":null,"fwci":3.4543,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88261785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"191","issue":null,"first_page":"114634","last_page":"114634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.7378000020980835,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.7378000020980835,"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/T11492","display_name":"Academic integrity and plagiarism","score":0.04349999874830246,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.04309999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ai-generated-text-detection","display_name":"AI-generated text detection","score":0.9340000152587891},{"id":"https://openalex.org/keywords/hybrid-quantum-classical-machine-learning","display_name":"hybrid quantum-classical machine learning","score":0.8240000009536743},{"id":"https://openalex.org/keywords/quantum-feature-encoding","display_name":"quantum feature encoding","score":0.7940000295639038},{"id":"https://openalex.org/keywords/sentence-bert-embeddings","display_name":"Sentence-BERT embeddings","score":0.9589999914169312},{"id":"https://openalex.org/keywords/multi-layer-perceptron-classifier","display_name":"multi-layer perceptron classifier","score":0.8759999871253967},{"id":"https://openalex.org/keywords/calibration-error","display_name":"calibration error","score":0.367000013589859},{"id":"https://openalex.org/keywords/authorship-verification","display_name":"authorship verification","score":0.7229999899864197},{"id":"https://openalex.org/keywords/academic-integrity","display_name":"academic integrity","score":0.8040000200271606},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.6790000200271606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8460999727249146},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6847000122070312},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6108999848365784},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.511900007724762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5031999945640564},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.503000020980835},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.48179998993873596},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.48089998960494995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4745999872684479},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.421999990940094},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.35199999809265137},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35179999470710754},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.3174000084400177},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.3012000024318695},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2976999878883362},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.27250000834465027},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.114634","doi":"https://doi.org/10.1016/j.asoc.2026.114634","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.114634","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1179436881","https://openalex.org/W2792946961","https://openalex.org/W3165351650","https://openalex.org/W4205705588","https://openalex.org/W4319222133","https://openalex.org/W4367051110","https://openalex.org/W4385541881","https://openalex.org/W4385613151","https://openalex.org/W4386369375","https://openalex.org/W4390347092","https://openalex.org/W4390436984","https://openalex.org/W4391951331","https://openalex.org/W4392344915","https://openalex.org/W4397292525","https://openalex.org/W4399361637","https://openalex.org/W4400843728","https://openalex.org/W4404843586","https://openalex.org/W4406860727","https://openalex.org/W4407754928","https://openalex.org/W4412707224","https://openalex.org/W4414092239","https://openalex.org/W4415908145"],"related_works":["https://openalex.org/W7220631930","https://openalex.org/W7164303032","https://openalex.org/W4415908145","https://openalex.org/W7213534634","https://openalex.org/W7221533274","https://openalex.org/W7143299411","https://openalex.org/W7214299561","https://openalex.org/W4414453671","https://openalex.org/W7160334288","https://openalex.org/W7214162722"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2026-01-14T00:00:00"}
