Pub Date : 2023-05-30DOI: 10.1007/s42484-023-00110-7
Tulika Dutta, S. Bhattacharyya, B. K. Panigrahi, I. Zelinka, Leo Mršić
{"title":"Multi-level quantum inspired metaheuristics for automatic clustering of hyperspectral images","authors":"Tulika Dutta, S. Bhattacharyya, B. K. Panigrahi, I. Zelinka, Leo Mršić","doi":"10.1007/s42484-023-00110-7","DOIUrl":"https://doi.org/10.1007/s42484-023-00110-7","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46481050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-02DOI: 10.1007/s42484-023-00107-2
Francesco Di Marcantonio, Massimiliano Incudini, Davide Tezza, M. Grossi
{"title":"Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning","authors":"Francesco Di Marcantonio, Massimiliano Incudini, Davide Tezza, M. Grossi","doi":"10.1007/s42484-023-00107-2","DOIUrl":"https://doi.org/10.1007/s42484-023-00107-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42464285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-05DOI: 10.1007/s42484-023-00108-1
Anupama Padha, Anita Sahoo
{"title":"MAQML: a Meta-approach to Quantum Machine Learning with Accentuated Sample Variations for Unobtrusive Mental Health Monitoring","authors":"Anupama Padha, Anita Sahoo","doi":"10.1007/s42484-023-00108-1","DOIUrl":"https://doi.org/10.1007/s42484-023-00108-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49273580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-02-27DOI: 10.1007/s42484-023-00125-0
Noah L. Wach, Manuel S. Rudolph, F. Jendrzejewski, Sebastian Schmitt
{"title":"Data re-uploading with a single qudit","authors":"Noah L. Wach, Manuel S. Rudolph, F. Jendrzejewski, Sebastian Schmitt","doi":"10.1007/s42484-023-00125-0","DOIUrl":"https://doi.org/10.1007/s42484-023-00125-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2023-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45673488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-02-25DOI: 10.1007/s42484-023-00096-2
E. Ghasemian
{"title":"Stationary states of a dissipative two-qubit quantum channel and their applications for quantum machine learning","authors":"E. Ghasemian","doi":"10.1007/s42484-023-00096-2","DOIUrl":"https://doi.org/10.1007/s42484-023-00096-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48003423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-24DOI: 10.1007/s42484-022-00086-w
Péter Mernyei, K. Meichanetzidis, I. Ceylan
{"title":"Equivariant quantum graph circuits: constructions for universal approximation over graphs","authors":"Péter Mernyei, K. Meichanetzidis, I. Ceylan","doi":"10.1007/s42484-022-00086-w","DOIUrl":"https://doi.org/10.1007/s42484-022-00086-w","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"5 1","pages":"1-20"},"PeriodicalIF":4.8,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47831156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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