{"id":"https://openalex.org/W1486805404","doi":"https://doi.org/10.1007/978-3-642-16001-1_9","title":"Novel Machine Learning Methods for MHC Class I Binding Prediction","display_name":"Novel Machine Learning Methods for MHC Class I Binding Prediction","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1486805404","doi":"https://doi.org/10.1007/978-3-642-16001-1_9","mag":"1486805404"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-16001-1_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-16001-1_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-16001-1_9.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-16001-1_9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048359140","display_name":"Christian Widmer","orcid":null},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210147862","display_name":"Friedrich Miescher Laboratory","ror":"https://ror.org/04vh1tq58","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210147862"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Widmer","raw_affiliation_strings":["Friedrich Miescher Laboratory, Max Planck Society, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich Miescher Laboratory, Max Planck Society, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210147862","https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078378799","display_name":"Nora C. Toussaint","orcid":"https://orcid.org/0000-0001-7911-7647"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nora C. Toussaint","raw_affiliation_strings":["Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t, T\u00fcbingen, Germany","Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733","https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085471281","display_name":"Yasemin Alt\u00fcn","orcid":null},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yasemin Altun","raw_affiliation_strings":["Max Planck Institute for Biological Cybernetics, T\u00fcbingen, Germany","Max-Planck-Institute for Biological Cybernetics, T\u00fcbingen, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Biological Cybernetics, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210112925"]},{"raw_affiliation_string":"Max-Planck-Institute for Biological Cybernetics, T\u00fcbingen, Germany#TAB#","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053621010","display_name":"Oliver Kohlbacher","orcid":"https://orcid.org/0000-0003-1739-4598"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Kohlbacher","raw_affiliation_strings":["Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t, T\u00fcbingen, Germany","Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733","https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, Eberhard-Karls-Universit\u00e4t T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035416263","display_name":"Gunnar R\u00e4tsch","orcid":"https://orcid.org/0000-0001-5486-8532"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210147862","display_name":"Friedrich Miescher Laboratory","ror":"https://ror.org/04vh1tq58","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210147862"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunnar R\u00e4tsch","raw_affiliation_strings":["Friedrich Miescher Laboratory, Max Planck Society, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich Miescher Laboratory, Max Planck Society, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210147862","https://openalex.org/I149899117"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048359140"],"corresponding_institution_ids":["https://openalex.org/I149899117","https://openalex.org/I4210147862"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9677,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.77629004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":1.0,"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/T12576","display_name":"vaccines and immunoinformatics approaches","score":1.0,"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/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research","score":0.9987000226974487,"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/T10580","display_name":"Immunotherapy and Immune Responses","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7397111654281616},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6405934691429138},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6359087228775024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6165343523025513},{"id":"https://openalex.org/keywords/string-kernel","display_name":"String kernel","score":0.5997596383094788},{"id":"https://openalex.org/keywords/major-histocompatibility-complex","display_name":"Major histocompatibility complex","score":0.5841692686080933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5683748722076416},{"id":"https://openalex.org/keywords/mhc-class-i","display_name":"MHC class I","score":0.562773585319519},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46941766142845154},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.43957042694091797},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.33838409185409546},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.32043078541755676},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"Polynomial kernel","score":0.292905330657959},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.2347864806652069},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13409540057182312},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.12721389532089233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08607739210128784}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7397111654281616},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6405934691429138},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6359087228775024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6165343523025513},{"id":"https://openalex.org/C55851704","wikidata":"https://www.wikidata.org/wiki/Q7623983","display_name":"String kernel","level":5,"score":0.5997596383094788},{"id":"https://openalex.org/C207936829","wikidata":"https://www.wikidata.org/wiki/Q423163","display_name":"Major histocompatibility complex","level":3,"score":0.5841692686080933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5683748722076416},{"id":"https://openalex.org/C170627219","wikidata":"https://www.wikidata.org/wiki/Q13218497","display_name":"MHC class I","level":4,"score":0.562773585319519},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46941766142845154},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.43957042694091797},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.33838409185409546},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.32043078541755676},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.292905330657959},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.2347864806652069},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13409540057182312},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.12721389532089233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08607739210128784},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-16001-1_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-16001-1_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-16001-1_9.pdf","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"},{"id":"pmh:oai:edoc.mpg.de:538400","is_oa":false,"landing_page_url":"http://edoc.mpg.de/538400","pdf_url":null,"source":{"id":"https://openalex.org/S4406922265","display_name":"Max Planck Institute for Plasma Physics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. Pattern Recognition in Bioinformatics (2010)","raw_type":"Article"},{"id":"pmh:oai:pure.mpg.de:item_3008935","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0002-7F29-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PRIB 2010: Pattern Recognition in Bioinformatics","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-16001-1_9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-16001-1_9","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-16001-1_9.pdf","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"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G1560004781","display_name":null,"funder_award_id":"SFB 685","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1486805404.pdf","grobid_xml":"https://content.openalex.org/works/W1486805404.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1542652324","https://openalex.org/W1549641435","https://openalex.org/W1585011729","https://openalex.org/W1595314835","https://openalex.org/W1604938182","https://openalex.org/W1986532736","https://openalex.org/W1994048581","https://openalex.org/W1995918845","https://openalex.org/W2087001808","https://openalex.org/W2094706980","https://openalex.org/W2095891577","https://openalex.org/W2100549317","https://openalex.org/W2104139298","https://openalex.org/W2104472920","https://openalex.org/W2106575335","https://openalex.org/W2120538230","https://openalex.org/W2130479394","https://openalex.org/W2143104527","https://openalex.org/W2143210482","https://openalex.org/W2150286046","https://openalex.org/W2151949149","https://openalex.org/W2154462399","https://openalex.org/W2161920802","https://openalex.org/W2164492849","https://openalex.org/W2477408078","https://openalex.org/W2533703023","https://openalex.org/W2949664970"],"related_works":["https://openalex.org/W1558903433","https://openalex.org/W2157788863","https://openalex.org/W4291669689","https://openalex.org/W2066281563","https://openalex.org/W2079825755","https://openalex.org/W2089892314","https://openalex.org/W1983263273","https://openalex.org/W4386075310","https://openalex.org/W2295320501","https://openalex.org/W4384807640"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}