{"id":"https://openalex.org/W1847631675","doi":"https://doi.org/10.1007/978-3-540-75175-5_27","title":"Maximum Margin Classification on Convex Euclidean Metric Spaces","display_name":"Maximum Margin Classification on Convex Euclidean Metric Spaces","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1847631675","doi":"https://doi.org/10.1007/978-3-540-75175-5_27","mag":"1847631675"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75175-5_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75175-5_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Soft Computing","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/A5086394889","display_name":"Andr\u00e9 Stuhlsatz","orcid":null},"institutions":[{"id":"https://openalex.org/I75356249","display_name":"Hochschule D\u00fcsseldorf University of Applied Sciences","ror":"https://ror.org/00ftx0026","country_code":"DE","type":"education","lineage":["https://openalex.org/I75356249"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Stuhlsatz","raw_affiliation_strings":["Cognitive Systems Group, Department of Electrical Engineering and Information Technology, Otto-von-Guericke University Magdeburg, Germany","Department of Electrical Engineering, University of Applied Sciences D\u00fcsseldorf, Germany","Otto-von-Guericke University Magdeburg","University of Applied Sciences D\u00fcsseldorf"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Systems Group, Department of Electrical Engineering and Information Technology, Otto-von-Guericke University Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Applied Sciences D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I75356249"]},{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"University of Applied Sciences D\u00fcsseldorf","institution_ids":["https://openalex.org/I75356249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017973262","display_name":"H.-G. Meier","orcid":null},"institutions":[{"id":"https://openalex.org/I75356249","display_name":"Hochschule D\u00fcsseldorf University of Applied Sciences","ror":"https://ror.org/00ftx0026","country_code":"DE","type":"education","lineage":["https://openalex.org/I75356249"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-G\u00fcnter Meier","raw_affiliation_strings":["Department of Electrical Engineering, University of Applied Sciences D\u00fcsseldorf, Germany","University of Applied Sciences D\u00fcsseldorf"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Applied Sciences D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I75356249"]},{"raw_affiliation_string":"University of Applied Sciences D\u00fcsseldorf","institution_ids":["https://openalex.org/I75356249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047373591","display_name":"Andreas Wendemuth","orcid":"https://orcid.org/0000-0001-6917-8198"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Wendemuth","raw_affiliation_strings":["Cognitive Systems Group, Department of Electrical Engineering and Information Technology, Otto-von-Guericke University Magdeburg, Germany","Otto von Guericke University Magdeburg\u00a0"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Systems Group, Department of Electrical Engineering and Information Technology, Otto-von-Guericke University Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Otto von Guericke University Magdeburg\u00a0","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.331,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56520905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6264986991882324},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5881796479225159},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5576992034912109},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.4872950315475464},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4760701060295105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47496721148490906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4719361960887909},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47104883193969727},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.46313953399658203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46066728234291077},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4449823200702667},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.44294050335884094},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.4346187710762024},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.42490875720977783},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41355323791503906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40316957235336304},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3947923481464386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18918144702911377},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.12242144346237183}],"concepts":[{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6264986991882324},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5881796479225159},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5576992034912109},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.4872950315475464},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4760701060295105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47496721148490906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4719361960887909},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47104883193969727},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.46313953399658203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46066728234291077},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4449823200702667},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.44294050335884094},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.4346187710762024},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.42490875720977783},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41355323791503906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40316957235336304},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3947923481464386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18918144702911377},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.12242144346237183},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-75175-5_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75175-5_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Soft Computing","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.62.7258","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.7258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://iesk.et.uni-magdeburg.de/ko/papers/Stuhlsatz_CORES_2007.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1530699444","https://openalex.org/W1560724230","https://openalex.org/W1680579736","https://openalex.org/W1972676371","https://openalex.org/W2009398741","https://openalex.org/W2069739265","https://openalex.org/W2075887074","https://openalex.org/W2089657469","https://openalex.org/W2119451546","https://openalex.org/W2147281608","https://openalex.org/W2156909104","https://openalex.org/W3023786531"],"related_works":["https://openalex.org/W127070535","https://openalex.org/W2140869420","https://openalex.org/W2357150443","https://openalex.org/W1519806901","https://openalex.org/W1603091392","https://openalex.org/W2348982811","https://openalex.org/W1584947872","https://openalex.org/W2354280465","https://openalex.org/W3123056048","https://openalex.org/W2358797151"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}