{"id":"https://openalex.org/W2132573811","doi":"https://doi.org/10.1007/978-3-540-89689-0_50","title":"A Fast Approach to Improve Classification Performance of ECOC Classification Systems","display_name":"A Fast Approach to Improve Classification Performance of ECOC Classification Systems","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2132573811","doi":"https://doi.org/10.1007/978-3-540-89689-0_50","mag":"2132573811"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-89689-0_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-89689-0_50","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-89689-0_50.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/10.1007/978-3-540-89689-0_50.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048755859","display_name":"Paolo Simeone","orcid":"https://orcid.org/0000-0003-2537-2313"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paolo Simeone","raw_affiliation_strings":["DAEIMI, Universit\u00e0 degli Studi di Cassino, Via G. Di Biasio 43, 03043, Cassino (FR), Italy","DAEIMI, Universit\u00e0 degli Studi di Cassino, Cassino (FR), ITALY 03043"],"affiliations":[{"raw_affiliation_string":"DAEIMI, Universit\u00e0 degli Studi di Cassino, Via G. Di Biasio 43, 03043, Cassino (FR), Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"DAEIMI, Universit\u00e0 degli Studi di Cassino, Cassino (FR), ITALY 03043","institution_ids":["https://openalex.org/I186995768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001295629","display_name":"David M. J. Tax","orcid":"https://orcid.org/0000-0002-5153-9087"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"David M. J. Tax","raw_affiliation_strings":["Information and Communication Theory Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","Information and Communication Theory Group, Delft University of Technology, Delft, The Netherlands 2628 CD#TAB#"],"affiliations":[{"raw_affiliation_string":"Information and Communication Theory Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Information and Communication Theory Group, Delft University of Technology, Delft, The Netherlands 2628 CD#TAB#","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109106696","display_name":"Robert P. W. Duin","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Robert P. W. Duin","raw_affiliation_strings":["Information and Communication Theory Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","Information and Communication Theory Group, Delft University of Technology, Delft, The Netherlands 2628 CD#TAB#"],"affiliations":[{"raw_affiliation_string":"Information and Communication Theory Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Information and Communication Theory Group, Delft University of Technology, Delft, The Netherlands 2628 CD#TAB#","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050456869","display_name":"Francesco Tortorella","orcid":"https://orcid.org/0000-0002-5033-9323"},"institutions":[{"id":"https://openalex.org/I186995768","display_name":"Universit\u00e0 degli studi di Cassino e del Lazio Meridionale","ror":"https://ror.org/04nxkaq16","country_code":"IT","type":"education","lineage":["https://openalex.org/I186995768"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Tortorella","raw_affiliation_strings":["DAEIMI, Universit\u00e0 degli Studi di Cassino, Via G. Di Biasio 43, 03043, Cassino (FR), Italy","DAEIMI, Universit\u00e0 degli Studi di Cassino, Cassino (FR), ITALY 03043"],"affiliations":[{"raw_affiliation_string":"DAEIMI, Universit\u00e0 degli Studi di Cassino, Via G. Di Biasio 43, 03043, Cassino (FR), Italy","institution_ids":["https://openalex.org/I186995768"]},{"raw_affiliation_string":"DAEIMI, Universit\u00e0 degli Studi di Cassino, Cassino (FR), ITALY 03043","institution_ids":["https://openalex.org/I186995768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048755859"],"corresponding_institution_ids":["https://openalex.org/I186995768"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.15614727,"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":"459","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9980999827384949,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.992900013923645,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9926999807357788,"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/dichotomy","display_name":"Dichotomy","score":0.760163426399231},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.6934816837310791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6888920664787292},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6262683868408203},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5933099389076233},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5786481499671936},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5643460750579834},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5594066381454468},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.5303875803947449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49021202325820923},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.45893996953964233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4046841263771057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3690434694290161},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3650662302970886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.359172523021698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19540360569953918},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.14039230346679688},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.13479137420654297},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08157086372375488}],"concepts":[{"id":"https://openalex.org/C59462968","wikidata":"https://www.wikidata.org/wiki/Q10361123","display_name":"Dichotomy","level":2,"score":0.760163426399231},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.6934816837310791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6888920664787292},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6262683868408203},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5933099389076233},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5786481499671936},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5643460750579834},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5594066381454468},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.5303875803947449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49021202325820923},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.45893996953964233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4046841263771057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3690434694290161},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3650662302970886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.359172523021698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19540360569953918},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.14039230346679688},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.13479137420654297},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08157086372375488},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-89689-0_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-89689-0_50","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-89689-0_50.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:CiteSeerX.psu:10.1.1.469.6312","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.469.6312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://rduin.nl/papers/ssspr_08_ecoc.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/978-3-540-89689-0_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-89689-0_50","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-89689-0_50.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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2132573811.pdf","grobid_xml":"https://content.openalex.org/works/W2132573811.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1500698297","https://openalex.org/W1588401315","https://openalex.org/W1602492977","https://openalex.org/W1607528116","https://openalex.org/W1676820704","https://openalex.org/W1981863521","https://openalex.org/W1999589609","https://openalex.org/W2084812512","https://openalex.org/W2133436028","https://openalex.org/W2149523789"],"related_works":["https://openalex.org/W4376528628","https://openalex.org/W2470590370","https://openalex.org/W1537592868","https://openalex.org/W2215801697","https://openalex.org/W3207192536","https://openalex.org/W2910954186","https://openalex.org/W4281721362","https://openalex.org/W1748436461","https://openalex.org/W2048532382","https://openalex.org/W2322862995"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}