{"id":"https://openalex.org/W198711589","doi":"https://doi.org/10.1007/978-3-642-25838-1_6","title":"Simultaneous Partitioning of Input and Class Variables for Supervised Classification Problems with Many Classes","display_name":"Simultaneous Partitioning of Input and Class Variables for Supervised Classification Problems with Many Classes","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W198711589","doi":"https://doi.org/10.1007/978-3-642-25838-1_6","mag":"198711589"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-25838-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-25838-1_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/A5111936967","display_name":"Marc Boull\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marc Boull\u00e9","raw_affiliation_strings":["Orange Labs, 2 avenue Pierre Marzin, 22300, Lannion, France","Orange Labs"],"affiliations":[{"raw_affiliation_string":"Orange Labs, 2 avenue Pierre Marzin, 22300, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Labs","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111936967"],"corresponding_institution_ids":["https://openalex.org/I19370010"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13706696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9883999824523926,"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":0.9883999824523926,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.983299970626831,"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":0.9732000231742859,"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/computer-science","display_name":"Computer science","score":0.6036617159843445},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5760303735733032},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5735135078430176},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5502384901046753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5156394243240356},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5046910047531128},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4978606700897217},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.49368199706077576},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48729193210601807},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4376080334186554},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4364221692085266},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4325694143772125},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.42310112714767456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2816969156265259},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.07337161898612976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6036617159843445},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5760303735733032},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5735135078430176},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5502384901046753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5156394243240356},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5046910047531128},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4978606700897217},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.49368199706077576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48729193210601807},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4376080334186554},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4364221692085266},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4325694143772125},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42310112714767456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2816969156265259},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.07337161898612976},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-25838-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-25838-1_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1574146117","https://openalex.org/W1583837637","https://openalex.org/W1597910678","https://openalex.org/W1604023711","https://openalex.org/W1625504505","https://openalex.org/W1654288057","https://openalex.org/W1676820704","https://openalex.org/W1678889691","https://openalex.org/W2001592424","https://openalex.org/W2032026767","https://openalex.org/W2032427901","https://openalex.org/W2069657950","https://openalex.org/W2089845169","https://openalex.org/W2095817904","https://openalex.org/W2108455851","https://openalex.org/W2120062331","https://openalex.org/W2125055259","https://openalex.org/W2128318653","https://openalex.org/W2132166479","https://openalex.org/W2133864802","https://openalex.org/W2135511047","https://openalex.org/W2144562310","https://openalex.org/W2153476503","https://openalex.org/W2168497902","https://openalex.org/W2330820318","https://openalex.org/W2479141294","https://openalex.org/W2506896777","https://openalex.org/W2550120957","https://openalex.org/W2561675875","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3210877509","https://openalex.org/W4212852473","https://openalex.org/W1771969472","https://openalex.org/W3200179079","https://openalex.org/W2111662190","https://openalex.org/W1561017199","https://openalex.org/W2985798559","https://openalex.org/W2944309180","https://openalex.org/W4293069612","https://openalex.org/W2185494298"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}