{"id":"https://openalex.org/W4285506091","doi":"https://doi.org/10.1007/978-3-031-10539-5_21","title":"Application of Continuous Embedding of Viral Genome Sequences and Machine Learning in the Prediction of SARS-CoV-2 Variants","display_name":"Application of Continuous Embedding of Viral Genome Sequences and Machine Learning in the Prediction of SARS-CoV-2 Variants","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285506091","doi":"https://doi.org/10.1007/978-3-031-10539-5_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-10539-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10539-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5051769563","display_name":"Piotr Tynecki","orcid":"https://orcid.org/0000-0002-3581-3306"},"institutions":[{"id":"https://openalex.org/I1323121030","display_name":"Bialystok University of Technology","ror":"https://ror.org/02bzfsy61","country_code":"PL","type":"education","lineage":["https://openalex.org/I1323121030"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Piotr Tynecki","raw_affiliation_strings":["Faculty of Computer Science, Bialystok University of Technology, Bia\u0142ystok, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3581-3306","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Bialystok University of Technology, Bia\u0142ystok, Poland","institution_ids":["https://openalex.org/I1323121030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062726211","display_name":"Marcin Lubocki","orcid":"https://orcid.org/0000-0002-5437-4062"},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Lubocki","raw_affiliation_strings":["Laboratory of Virus Molecular Biology, Intercollegiate Faculty of Biotechnology, University of Gda\u0144sk, Medical University of Gda\u0144sk, Gda\u0144sk, Poland"],"raw_orcid":"https://orcid.org/0000-0002-5437-4062","affiliations":[{"raw_affiliation_string":"Laboratory of Virus Molecular Biology, Intercollegiate Faculty of Biotechnology, University of Gda\u0144sk, Medical University of Gda\u0144sk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051769563"],"corresponding_institution_ids":["https://openalex.org/I1323121030"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.3122,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91440287,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.613073468208313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5656160116195679},{"id":"https://openalex.org/keywords/coronavirus","display_name":"Coronavirus","score":0.49727943539619446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48763003945350647},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.44169628620147705},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.43961718678474426},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4249078333377838},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42134302854537964},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.414553701877594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37991610169410706},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3679955005645752},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.3660392165184021},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.33329784870147705},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.18305176496505737},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15169456601142883},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.15045800805091858}],"concepts":[{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.613073468208313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5656160116195679},{"id":"https://openalex.org/C2777648638","wikidata":"https://www.wikidata.org/wiki/Q57751738","display_name":"Coronavirus","level":5,"score":0.49727943539619446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48763003945350647},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.44169628620147705},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.43961718678474426},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4249078333377838},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42134302854537964},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.414553701877594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37991610169410706},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3679955005645752},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3660392165184021},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.33329784870147705},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.18305176496505737},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15169456601142883},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.15045800805091858},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-10539-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10539-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1517000857","https://openalex.org/W2012505332","https://openalex.org/W2145605402","https://openalex.org/W3089992403","https://openalex.org/W3092192687","https://openalex.org/W3118382170","https://openalex.org/W3152531891","https://openalex.org/W3154151289","https://openalex.org/W3160887443","https://openalex.org/W3165479483","https://openalex.org/W3176509242","https://openalex.org/W3199849883","https://openalex.org/W3216811094","https://openalex.org/W3217331066","https://openalex.org/W4200460780","https://openalex.org/W4206405158","https://openalex.org/W4206780971","https://openalex.org/W4210380395","https://openalex.org/W4225494479"],"related_works":["https://openalex.org/W3033653734","https://openalex.org/W3036943420","https://openalex.org/W3194513569","https://openalex.org/W3012366703","https://openalex.org/W3046884912","https://openalex.org/W4365462004","https://openalex.org/W3125409246","https://openalex.org/W3046807162","https://openalex.org/W3031777804","https://openalex.org/W3046519041"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
