{"id":"https://openalex.org/W198912604","doi":"https://doi.org/10.1007/978-3-319-02999-3_6","title":"Supervised Pre-processing of Numerical Variables for Multi-Relational Data Mining","display_name":"Supervised Pre-processing of Numerical Variables for Multi-Relational Data Mining","publication_year":2013,"publication_date":"2013-10-25","ids":{"openalex":"https://openalex.org/W198912604","doi":"https://doi.org/10.1007/978-3-319-02999-3_6","mag":"198912604"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02999-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02999-3_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/A5020618572","display_name":"Dhafer Lahbib","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]},{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Dhafer Lahbib","raw_affiliation_strings":["ETIS-CNRS-Universite de Cergy Pontoise-ENSEA, 95000, Cergy Pontoise, France","France Telecom R&D, 2 Avenue Pierre Marzin, 23300, Lannion, France","ETIS-CNRS-Universite de Cergy Pontoise-ENSEA","France Telecom R&D"],"affiliations":[{"raw_affiliation_string":"ETIS-CNRS-Universite de Cergy Pontoise-ENSEA, 95000, Cergy Pontoise, France","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"France Telecom R&D, 2 Avenue Pierre Marzin, 23300, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"ETIS-CNRS-Universite de Cergy Pontoise-ENSEA","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324"]},{"raw_affiliation_string":"France Telecom R&D","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","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":false,"raw_author_name":"Marc Boull\u00e9","raw_affiliation_strings":["France Telecom R&D, 2 Avenue Pierre Marzin, 23300, Lannion, France","France T\u00e9l\u00e9com R&D#TAB#"],"affiliations":[{"raw_affiliation_string":"France Telecom R&D, 2 Avenue Pierre Marzin, 23300, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"France T\u00e9l\u00e9com R&D#TAB#","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050019723","display_name":"Dominique Laurent","orcid":"https://orcid.org/0000-0002-7264-9576"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Laurent","raw_affiliation_strings":["ETIS-CNRS-Universite de Cergy Pontoise-ENSEA, 95000, Cergy Pontoise, France","ETIS-CNRS-Universit\u00e9 de Cergy Pontoise-ENSEA"],"affiliations":[{"raw_affiliation_string":"ETIS-CNRS-Universite de Cergy Pontoise-ENSEA, 95000, Cergy Pontoise, France","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ETIS-CNRS-Universit\u00e9 de Cergy Pontoise-ENSEA","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020618572"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19370010","https://openalex.org/I4210142324","https://openalex.org/I86175216"],"apc_list":null,"apc_paid":null,"fwci":1.1335,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7863338,"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":"95","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.8489723205566406},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.7333763241767883},{"id":"https://openalex.org/keywords/discretization-of-continuous-features","display_name":"Discretization of continuous features","score":0.6979055404663086},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.627707839012146},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6223403215408325},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5930192470550537},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5833839178085327},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5785695314407349},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5479351282119751},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4838965833187103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4658990800380707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4037608504295349},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38656556606292725},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34416937828063965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2818640470504761},{"id":"https://openalex.org/keywords/discretization-error","display_name":"Discretization error","score":0.12296241521835327}],"concepts":[{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.8489723205566406},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.7333763241767883},{"id":"https://openalex.org/C105427703","wikidata":"https://www.wikidata.org/wiki/Q665193","display_name":"Discretization of continuous features","level":4,"score":0.6979055404663086},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.627707839012146},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6223403215408325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5930192470550537},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5833839178085327},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5785695314407349},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5479351282119751},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4838965833187103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4658990800380707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4037608504295349},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38656556606292725},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34416937828063965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2818640470504761},{"id":"https://openalex.org/C126148662","wikidata":"https://www.wikidata.org/wiki/Q3890355","display_name":"Discretization error","level":3,"score":0.12296241521835327},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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:10.1007/978-3-319-02999-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02999-3_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":16,"referenced_works":["https://openalex.org/W119778216","https://openalex.org/W1501898481","https://openalex.org/W1521843029","https://openalex.org/W1545331097","https://openalex.org/W1550343688","https://openalex.org/W1585743408","https://openalex.org/W1591953238","https://openalex.org/W1654288057","https://openalex.org/W1995875735","https://openalex.org/W2001592424","https://openalex.org/W2103554351","https://openalex.org/W2109597229","https://openalex.org/W2152288653","https://openalex.org/W2464858095","https://openalex.org/W4212848460","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2378829248","https://openalex.org/W1492103595","https://openalex.org/W2005929752","https://openalex.org/W2370926798","https://openalex.org/W2340621450","https://openalex.org/W2357904669","https://openalex.org/W2799209613","https://openalex.org/W1864774435","https://openalex.org/W2383105441","https://openalex.org/W2381165205"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}