{"id":"https://openalex.org/W1587536817","doi":"https://doi.org/10.1007/978-3-540-70778-3_6","title":"Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers","display_name":"Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1587536817","doi":"https://doi.org/10.1007/978-3-540-70778-3_6","mag":"1587536817"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-70778-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70778-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5004196006","display_name":"Frank-Michael Schleif","orcid":"https://orcid.org/0000-0002-7539-1283"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank-Michael Schleif","raw_affiliation_strings":["Medical Department, University Leipzig,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Department, University Leipzig,","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027248793","display_name":"Thomas Villmann","orcid":"https://orcid.org/0000-0001-6725-0141"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Villmann","raw_affiliation_strings":["Medical Department, University Leipzig,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Department, University Leipzig,","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE","FR"],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":["Computer Science Department, Technical University Clausthal,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University Clausthal,","institution_ids":["https://openalex.org/I43980791","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002132946","display_name":"M. van der Werff","orcid":null},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Martijn van der Werff","raw_affiliation_strings":["Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,","institution_ids":["https://openalex.org/I2800006345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108073298","display_name":"Andr\u00e9 M. Deelder","orcid":null},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"A. Deelder","raw_affiliation_strings":["Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,","institution_ids":["https://openalex.org/I2800006345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031930566","display_name":"Rob A.\ufffdE.\ufffdM. Tollenaar","orcid":"https://orcid.org/0000-0002-6831-6082"},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. Tollenaar","raw_affiliation_strings":["Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Surgery/Biomolecular Mass Spectrometry Unit, Leiden University Medical Center,","institution_ids":["https://openalex.org/I2800006345"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1551,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83234245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9847000241279602,"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":0.9772999882698059,"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/learning-vector-quantization","display_name":"Learning vector quantization","score":0.7250851392745972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6615734100341797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6449384689331055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6124953031539917},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5819911360740662},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.547698438167572},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.5426005721092224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45728322863578796},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45255106687545776},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4300227761268616},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41895806789398193},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4134080111980438}],"concepts":[{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.7250851392745972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6615734100341797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6449384689331055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6124953031539917},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5819911360740662},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.547698438167572},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.5426005721092224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45728322863578796},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45255106687545776},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4300227761268616},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41895806789398193},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4134080111980438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-70778-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70778-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:pub.librecat.org:1993900","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/1993900","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schleif F-M, Hammer B, Villmann T. Analysis of Spectral Data in Clinical Proteomics by use of Learning Vector Quantizers. In: Van de Werff M, Delder A, Tollenaar R, eds. &lt;em&gt;Computational Intelligence in Biomedicine and Bioinformatics: Current Trends and Applications&lt;/em&gt;. Berlin: Springer;  2008: 141-167.","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W68492694","https://openalex.org/W72475604","https://openalex.org/W1480376833","https://openalex.org/W1486158543","https://openalex.org/W1494163062","https://openalex.org/W1509027411","https://openalex.org/W1536929369","https://openalex.org/W1537368329","https://openalex.org/W1544500900","https://openalex.org/W1567755388","https://openalex.org/W1594730842","https://openalex.org/W1597507633","https://openalex.org/W1601795611","https://openalex.org/W1635911651","https://openalex.org/W1663973292","https://openalex.org/W1664167130","https://openalex.org/W1679913846","https://openalex.org/W1800920877","https://openalex.org/W1922017469","https://openalex.org/W1969110479","https://openalex.org/W1978694357","https://openalex.org/W1984243118","https://openalex.org/W1999181510","https://openalex.org/W2002016471","https://openalex.org/W2005201432","https://openalex.org/W2006628538","https://openalex.org/W2014915963","https://openalex.org/W2019434020","https://openalex.org/W2034527664","https://openalex.org/W2039115800","https://openalex.org/W2047286442","https://openalex.org/W2059957370","https://openalex.org/W2062024414","https://openalex.org/W2065004162","https://openalex.org/W2067921213","https://openalex.org/W2089438500","https://openalex.org/W2089970379","https://openalex.org/W2094150678","https://openalex.org/W2098914003","https://openalex.org/W2101312835","https://openalex.org/W2105981176","https://openalex.org/W2115755118","https://openalex.org/W2121587014","https://openalex.org/W2125134203","https://openalex.org/W2126897927","https://openalex.org/W2131865610","https://openalex.org/W2134389439","https://openalex.org/W2144004768","https://openalex.org/W2145646861","https://openalex.org/W2148603752","https://openalex.org/W2150864321","https://openalex.org/W2151026614","https://openalex.org/W2155007892","https://openalex.org/W2155236584","https://openalex.org/W2156875887","https://openalex.org/W2165701626","https://openalex.org/W2170966581","https://openalex.org/W2495373072","https://openalex.org/W2803327664","https://openalex.org/W2912554872","https://openalex.org/W3005363104","https://openalex.org/W3022552533","https://openalex.org/W3023912307","https://openalex.org/W4205699531","https://openalex.org/W4232670376","https://openalex.org/W4234610333","https://openalex.org/W4246147142","https://openalex.org/W4253012449","https://openalex.org/W4255272544","https://openalex.org/W4255295282","https://openalex.org/W6631578620"],"related_works":["https://openalex.org/W2137852660","https://openalex.org/W2360214423","https://openalex.org/W1647056466","https://openalex.org/W2156017042","https://openalex.org/W2205383744","https://openalex.org/W2978847991","https://openalex.org/W1545908348","https://openalex.org/W4231537015","https://openalex.org/W2020613036","https://openalex.org/W2137791473"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
