{"id":"https://openalex.org/W3207761328","doi":"https://doi.org/10.1007/978-3-030-88163-4_37","title":"COVID-19 Biomarkers Detection Using \u2018KnowSeq\u2019 R Package","display_name":"COVID-19 Biomarkers Detection Using \u2018KnowSeq\u2019 R Package","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3207761328","doi":"https://doi.org/10.1007/978-3-030-88163-4_37","mag":"3207761328"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-88163-4_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88163-4_37","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":"conference-paper","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/A5007569063","display_name":"Javier Bajo-Morales","orcid":"https://orcid.org/0000-0002-6152-1817"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Javier Bajo-Morales","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6152-1817","affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086984973","display_name":"Daniel Castillo-Secilla","orcid":"https://orcid.org/0000-0002-7380-1023"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Castillo-Secilla","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7380-1023","affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059976520","display_name":"Luis Javier Herrera","orcid":"https://orcid.org/0000-0003-3220-9389"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Javier Herrera","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089029287","display_name":"Ignacio Rojas","orcid":"https://orcid.org/0000-0002-1033-5635"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Rojas","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain","University of Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1033-5635","affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada C.I.T.I.C., Periodista Rafael Gomez Montero, 2, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5007569063"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20636613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9858999848365784,"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/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7646838426589966},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6883528232574463},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6543617248535156},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.5558159947395325},{"id":"https://openalex.org/keywords/clonal-selection","display_name":"Clonal selection","score":0.5100775361061096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45423927903175354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39767318964004517},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37203919887542725},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12038639187812805},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.11864981055259705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7646838426589966},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6883528232574463},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6543617248535156},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.5558159947395325},{"id":"https://openalex.org/C2776954793","wikidata":"https://www.wikidata.org/wiki/Q1150780","display_name":"Clonal selection","level":2,"score":0.5100775361061096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45423927903175354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39767318964004517},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37203919887542725},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12038639187812805},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.11864981055259705},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","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/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-88163-4_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88163-4_37","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W16602539","https://openalex.org/W1563088657","https://openalex.org/W1966701961","https://openalex.org/W1996084794","https://openalex.org/W2027893113","https://openalex.org/W2028876212","https://openalex.org/W2048987737","https://openalex.org/W2060842569","https://openalex.org/W2085259708","https://openalex.org/W2090920304","https://openalex.org/W2098513839","https://openalex.org/W2118258530","https://openalex.org/W2119387367","https://openalex.org/W2120696122","https://openalex.org/W2122111042","https://openalex.org/W2122796622","https://openalex.org/W2137499573","https://openalex.org/W2147013674","https://openalex.org/W2154053567","https://openalex.org/W2160697532","https://openalex.org/W2166481425","https://openalex.org/W2179438025","https://openalex.org/W2187089797","https://openalex.org/W2218326748","https://openalex.org/W2766648070","https://openalex.org/W2792683657","https://openalex.org/W2885591122","https://openalex.org/W2895749067","https://openalex.org/W2907803369","https://openalex.org/W2911935466","https://openalex.org/W2911964244","https://openalex.org/W2912320302","https://openalex.org/W2913078898","https://openalex.org/W2944031662","https://openalex.org/W2969658635","https://openalex.org/W2971895659","https://openalex.org/W2985398088","https://openalex.org/W2995637912","https://openalex.org/W2998065416","https://openalex.org/W2999663958","https://openalex.org/W3004227146","https://openalex.org/W3005420916","https://openalex.org/W3014322576","https://openalex.org/W3015034944","https://openalex.org/W3042945651","https://openalex.org/W3044088316","https://openalex.org/W3045802155","https://openalex.org/W3087333752","https://openalex.org/W3088521497","https://openalex.org/W3092664243","https://openalex.org/W3095138575","https://openalex.org/W3096723079","https://openalex.org/W3105837102","https://openalex.org/W3107858610","https://openalex.org/W3110924399","https://openalex.org/W3120469415","https://openalex.org/W3132221372","https://openalex.org/W3153310483","https://openalex.org/W3155385898","https://openalex.org/W3160595368","https://openalex.org/W3164016997","https://openalex.org/W3171016257","https://openalex.org/W3216543548","https://openalex.org/W4255375128","https://openalex.org/W4285719527","https://openalex.org/W6825589429"],"related_works":["https://openalex.org/W4382894326","https://openalex.org/W3035105474","https://openalex.org/W4205698903","https://openalex.org/W4294968941","https://openalex.org/W2162417883","https://openalex.org/W4390279739","https://openalex.org/W4205413867","https://openalex.org/W3179695362","https://openalex.org/W3175450294","https://openalex.org/W2371423772"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}