{"id":"https://openalex.org/W1817834005","doi":"https://doi.org/10.1007/978-3-540-74936-3_40","title":"Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification","display_name":"Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification","publication_year":2007,"publication_date":"2007-09-21","ids":{"openalex":"https://openalex.org/W1817834005","doi":"https://doi.org/10.1007/978-3-540-74936-3_40","mag":"1817834005"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74936-3_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74936-3_40","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/A5101791325","display_name":"Rezaul Karim","orcid":"https://orcid.org/0000-0002-3548-0505"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Rezaul Karim","raw_affiliation_strings":["University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","University of Mannheim, Dept. Math & CS, CVGPR Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS, CVGPR Group","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061632869","display_name":"Martin Bergtholdt","orcid":null},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Bergtholdt","raw_affiliation_strings":["University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","University of Mannheim, Dept. Math & CS, CVGPR Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS, CVGPR Group","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002861126","display_name":"J\u00f6rg Hendrik Kappes","orcid":null},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Kappes","raw_affiliation_strings":["University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","University of Mannheim, Dept. Math & CS, CVGPR Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group, \u00a0","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS, CVGPR Group","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088815590","display_name":"Christoph Schn\u00f6rr","orcid":"https://orcid.org/0000-0002-8999-2338"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Schn\u00f6rr","raw_affiliation_strings":["University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","University of Mannheim, Dept. Math & CS, CVGPR Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept.\u00a0Math\u00a0&\u00a0CS \u2013 CVGPR Group,","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim, Dept. Math & CS, CVGPR Group","institution_ids":["https://openalex.org/I177802217"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101791325"],"corresponding_institution_ids":["https://openalex.org/I177802217"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7554,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77034358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7932025194168091},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.761631965637207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6703659296035767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6471782922744751},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5850268602371216},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5634068250656128},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.48517709970474243},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.47842031717300415},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.43459323048591614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15215876698493958},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.110892653465271}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7932025194168091},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.761631965637207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6703659296035767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6471782922744751},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5850268602371216},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5634068250656128},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48517709970474243},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.47842031717300415},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.43459323048591614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15215876698493958},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.110892653465271},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74936-3_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74936-3_40","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2096536283","https://openalex.org/W2098957565","https://openalex.org/W2099695316","https://openalex.org/W2117301133","https://openalex.org/W2124326261","https://openalex.org/W2131251246","https://openalex.org/W2137285073","https://openalex.org/W2151103935","https://openalex.org/W2160794449","https://openalex.org/W2169625877","https://openalex.org/W2567959389","https://openalex.org/W3097096317"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2125652721"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
