{"id":"https://openalex.org/W1539574168","doi":"https://doi.org/10.1007/978-3-540-74829-8_17","title":"A Modified SVM Classification Algorithm for Data of Variable Quality","display_name":"A Modified SVM Classification Algorithm for Data of Variable Quality","publication_year":2007,"publication_date":"2007-09-13","ids":{"openalex":"https://openalex.org/W1539574168","doi":"https://doi.org/10.1007/978-3-540-74829-8_17","mag":"1539574168"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74829-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74829-8_17","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/A5057725342","display_name":"Bruno Apolloni","orcid":"https://orcid.org/0000-0002-5666-7336"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Bruno Apolloni","raw_affiliation_strings":["Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005837237","display_name":"Dario Malchiodi","orcid":"https://orcid.org/0000-0002-7574-697X"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Malchiodi","raw_affiliation_strings":["Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016725519","display_name":"Luca Natali","orcid":"https://orcid.org/0000-0003-4521-104X"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Natali","raw_affiliation_strings":["Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41 20123 Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Scienze dell\u2019Informazione, Universit\u00e1 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057725342"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6571,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83726279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9968000054359436,"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":0.9968000054359436,"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/T10320","display_name":"Neural Networks and Applications","score":0.9818000197410583,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"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":0.757810652256012},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.6928189992904663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6203285455703735},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5543988347053528},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5140401124954224},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4766196310520172},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.46917396783828735},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4463028907775879},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44359031319618225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43058666586875916},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4166218638420105},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.4116073548793793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40103384852409363},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3755362629890442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27408546209335327}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.757810652256012},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.6928189992904663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6203285455703735},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5543988347053528},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5140401124954224},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4766196310520172},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.46917396783828735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4463028907775879},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44359031319618225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43058666586875916},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4166218638420105},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.4116073548793793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40103384852409363},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3755362629890442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27408546209335327},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74829-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74829-8_17","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W198953946","https://openalex.org/W1560724230","https://openalex.org/W2085559291","https://openalex.org/W2119821739","https://openalex.org/W3144619878"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2370289839","https://openalex.org/W2082716031","https://openalex.org/W2933494595","https://openalex.org/W4313347705","https://openalex.org/W1568049691","https://openalex.org/W1590096425","https://openalex.org/W2090763504"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}