{"id":"https://openalex.org/W2616561637","doi":"https://doi.org/10.1007/978-3-319-59226-8_12","title":"Modeling Dependencies in Supervised Classification","display_name":"Modeling Dependencies in Supervised Classification","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2616561637","doi":"https://doi.org/10.1007/978-3-319-59226-8_12","mag":"2616561637"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59226-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59226-8_12","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/A5088470271","display_name":"Rogelio Salinas-Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-1669-4460"},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Rogelio Salinas-Guti\u00e9rrez","raw_affiliation_strings":["Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018774512","display_name":"Ang\u00e9lica Hern\u00e1ndez-Quintero","orcid":null},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ang\u00e9lica Hern\u00e1ndez-Quintero","raw_affiliation_strings":["Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011342780","display_name":"Oscar Dalmau","orcid":"https://orcid.org/0000-0002-1828-8458"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Oscar Dalmau-Cede\u00f1o","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Matem\u00e1ticas, Guanajuato, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Matem\u00e1ticas, Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044668046","display_name":"\u00c1ngela Paulina P\u00e9rez-D\u00edaz","orcid":null},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"\u00c1ngela Paulina P\u00e9rez-D\u00edaz","raw_affiliation_strings":["Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088470271"],"corresponding_institution_ids":["https://openalex.org/I190103667"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0301,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76592083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9847000241279602,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8106263875961304},{"id":"https://openalex.org/keywords/copula","display_name":"Copula (linguistics)","score":0.8046023845672607},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5666429996490479},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5217693448066711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.504895031452179},{"id":"https://openalex.org/keywords/dependence-analysis","display_name":"Dependence analysis","score":0.47930803894996643},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4474692642688751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39650988578796387},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3287038803100586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14564037322998047},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.10877212882041931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8106263875961304},{"id":"https://openalex.org/C17618745","wikidata":"https://www.wikidata.org/wiki/Q207509","display_name":"Copula (linguistics)","level":2,"score":0.8046023845672607},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5666429996490479},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5217693448066711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.504895031452179},{"id":"https://openalex.org/C27390822","wikidata":"https://www.wikidata.org/wiki/Q320724","display_name":"Dependence analysis","level":2,"score":0.47930803894996643},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4474692642688751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39650988578796387},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3287038803100586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14564037322998047},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.10877212882041931},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59226-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59226-8_12","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":15,"referenced_works":["https://openalex.org/W774350338","https://openalex.org/W995630646","https://openalex.org/W1506806321","https://openalex.org/W1785730614","https://openalex.org/W2010529768","https://openalex.org/W2035596087","https://openalex.org/W2107897351","https://openalex.org/W2142541317","https://openalex.org/W2143590748","https://openalex.org/W2167491574","https://openalex.org/W2294470854","https://openalex.org/W2462741756","https://openalex.org/W2532765591","https://openalex.org/W2907233437","https://openalex.org/W3035483860"],"related_works":["https://openalex.org/W2178773193","https://openalex.org/W4387164954","https://openalex.org/W3124913437","https://openalex.org/W4292179272","https://openalex.org/W2886629016","https://openalex.org/W2047515815","https://openalex.org/W2383289986","https://openalex.org/W4378974876","https://openalex.org/W2392396655","https://openalex.org/W2906635129"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
