{"id":"https://openalex.org/W2617441136","doi":"https://doi.org/10.1007/978-3-319-59575-7_32","title":"Computational Prediction of Influenza Neuraminidase Inhibitors Using Machine Learning Algorithms and Recursive Feature Elimination Method","display_name":"Computational Prediction of Influenza Neuraminidase Inhibitors Using Machine Learning Algorithms and Recursive Feature Elimination Method","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2617441136","doi":"https://doi.org/10.1007/978-3-319-59575-7_32","mag":"2617441136"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59575-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59575-7_32","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/A5100425517","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0002-1484-8542"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","institution_ids":[]},{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071362662","display_name":"Haixin Ai","orcid":"https://orcid.org/0000-0002-6994-6756"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixin Ai","raw_affiliation_strings":["Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, 110036, China","Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, 110036, China","institution_ids":[]},{"raw_affiliation_string":"Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","institution_ids":[]},{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052565646","display_name":"Qi Zhao","orcid":"https://orcid.org/0000-0001-9713-1864"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhao","raw_affiliation_strings":["School of Mathematics, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033453154","display_name":"Junfeng Zhu","orcid":"https://orcid.org/0000-0001-5845-0969"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Zhu","raw_affiliation_strings":["School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009339011","display_name":"Wen Chen","orcid":"https://orcid.org/0000-0002-6603-0056"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Chen","raw_affiliation_strings":["School of Information, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Information, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101588260","display_name":"Xuewei Wu","orcid":"https://orcid.org/0000-0001-8636-3109"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Wu","raw_affiliation_strings":["School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003920891","display_name":"Liangchao Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangchao Huang","raw_affiliation_strings":["School of Information, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Information, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074985990","display_name":"Zimo Yin","orcid":"https://orcid.org/0000-0003-2562-5878"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimo Yin","raw_affiliation_strings":["School of Information, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Information, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108432409","display_name":"Jian Zhao","orcid":"https://orcid.org/0000-0002-9607-2337"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhao","raw_affiliation_strings":["School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338910","display_name":"Hongsheng Liu","orcid":"https://orcid.org/0000-0001-9242-6508"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongsheng Liu","raw_affiliation_strings":["Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, 110036, China","Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","School of Life Science, Liaoning University, Shenyang, 110036, China"],"affiliations":[{"raw_affiliation_string":"Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, 110036, China","institution_ids":[]},{"raw_affiliation_string":"Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Liaoning Province, Shenyang, 110036, China","institution_ids":[]},{"raw_affiliation_string":"School of Life Science, Liaoning University, Shenyang, 110036, China","institution_ids":["https://openalex.org/I118803816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100338910"],"corresponding_institution_ids":["https://openalex.org/I118803816"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4517,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92955948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"344","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.9970999956130981,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9965999722480774,"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/neuraminidase","display_name":"Neuraminidase","score":0.8916754722595215},{"id":"https://openalex.org/keywords/neuraminidase-inhibitor","display_name":"Neuraminidase inhibitor","score":0.8436039686203003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7015143632888794},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6525988578796387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5849175453186035},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5754363536834717},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5667815804481506},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5561352372169495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4698086380958557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34556668996810913},{"id":"https://openalex.org/keywords/virus","display_name":"Virus","score":0.1730961799621582},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.12617692351341248},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.11933696269989014},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.06366631388664246},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06016543507575989}],"concepts":[{"id":"https://openalex.org/C134164806","wikidata":"https://www.wikidata.org/wiki/Q409485","display_name":"Neuraminidase","level":3,"score":0.8916754722595215},{"id":"https://openalex.org/C2777538117","wikidata":"https://www.wikidata.org/wiki/Q425196","display_name":"Neuraminidase inhibitor","level":5,"score":0.8436039686203003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7015143632888794},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6525988578796387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5849175453186035},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5754363536834717},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5667815804481506},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5561352372169495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4698086380958557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34556668996810913},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.1730961799621582},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.12617692351341248},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.11933696269989014},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.06366631388664246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06016543507575989},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59575-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59575-7_32","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":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1831050183","https://openalex.org/W1964846559","https://openalex.org/W1978888993","https://openalex.org/W1981182283","https://openalex.org/W1998875841","https://openalex.org/W2008742010","https://openalex.org/W2078905281","https://openalex.org/W2106173155","https://openalex.org/W2108358599","https://openalex.org/W2159887157","https://openalex.org/W2204695023","https://openalex.org/W2213831903","https://openalex.org/W2236060842","https://openalex.org/W2259538443","https://openalex.org/W2274277856","https://openalex.org/W2340970647","https://openalex.org/W2437043110","https://openalex.org/W2462108616","https://openalex.org/W2473876819","https://openalex.org/W2512308096","https://openalex.org/W2559209493","https://openalex.org/W2567465856","https://openalex.org/W2590194234","https://openalex.org/W2598495276"],"related_works":["https://openalex.org/W2892230840","https://openalex.org/W2088174594","https://openalex.org/W4200112873","https://openalex.org/W2159382969","https://openalex.org/W3025043858","https://openalex.org/W2278621139","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2045432841","https://openalex.org/W2316699360"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}