{"id":"https://openalex.org/W173561987","doi":"https://doi.org/10.1007/978-3-319-11271-8_18","title":"Adaptive Information-Theoretical Feature Selection for Pattern Classification","display_name":"Adaptive Information-Theoretical Feature Selection for Pattern Classification","publication_year":2014,"publication_date":"2014-10-16","ids":{"openalex":"https://openalex.org/W173561987","doi":"https://doi.org/10.1007/978-3-319-11271-8_18","mag":"173561987"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11271-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11271-8_18","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/A5056131749","display_name":"Liliya Avdiyenko","orcid":null},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]},{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Liliya Avdiyenko","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","Max Planck Institute for Mathematics in the Sciences#TAB#"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]},{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences#TAB#","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017316523","display_name":"Nils Bertschinger","orcid":"https://orcid.org/0000-0002-6699-9596"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]},{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Bertschinger","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","Max Planck Institute for Mathematics in the Sciences#TAB#"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]},{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences#TAB#","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072990982","display_name":"J\u00fcrgen Jost","orcid":"https://orcid.org/0000-0001-5258-6590"},"institutions":[{"id":"https://openalex.org/I1308548392","display_name":"Santa Fe Institute","ror":"https://ror.org/01arysc35","country_code":"US","type":"funder","lineage":["https://openalex.org/I1308548392"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]},{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Juergen Jost","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, New Mexico, 87501, U.S.A","Santa Fe Institute","Max Planck Institute for Mathematics in the Sciences"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences, Inselstr. 22, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]},{"raw_affiliation_string":"Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, New Mexico, 87501, U.S.A","institution_ids":["https://openalex.org/I1308548392"]},{"raw_affiliation_string":"Santa Fe Institute","institution_ids":["https://openalex.org/I1308548392"]},{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056131749"],"corresponding_institution_ids":["https://openalex.org/I149899117","https://openalex.org/I4210091327","https://openalex.org/I4210119712"],"apc_list":null,"apc_paid":null,"fwci":0.2317,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54283452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9990000128746033,"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":0.9983000159263611,"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/feature-selection","display_name":"Feature selection","score":0.7283748388290405},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6608926057815552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205167174339294},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6060978174209595},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6017748117446899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5866583585739136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5177661180496216},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4773804545402527},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.46751052141189575},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4552016854286194},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45003268122673035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4157496690750122},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.41325584053993225}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7283748388290405},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6608926057815552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205167174339294},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6060978174209595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6017748117446899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5866583585739136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5177661180496216},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4773804545402527},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.46751052141189575},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4552016854286194},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45003268122673035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4157496690750122},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.41325584053993225},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-11271-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11271-8_18","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"},{"id":"pmh:oai:edoc.mpg.de:718572","is_oa":false,"landing_page_url":"http://edoc.mpg.de/718572","pdf_url":null,"source":{"id":"https://openalex.org/S4406922265","display_name":"Max Planck Institute for Plasma Physics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence : International Joint Conference, IJCCI 2012 Barcelona, Spain, October 5-7, 2012 ; revised selected papers, 279-294 (2015)","raw_type":"InBook"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W112490266","https://openalex.org/W204885769","https://openalex.org/W285471286","https://openalex.org/W1523989055","https://openalex.org/W1526038567","https://openalex.org/W1535808840","https://openalex.org/W1588159356","https://openalex.org/W1837631986","https://openalex.org/W2002645541","https://openalex.org/W2014268383","https://openalex.org/W2022597264","https://openalex.org/W2023718514","https://openalex.org/W2049579898","https://openalex.org/W2099111195","https://openalex.org/W2112796928","https://openalex.org/W2118020555","https://openalex.org/W2125113824","https://openalex.org/W2126668662","https://openalex.org/W2128439793","https://openalex.org/W2129905273","https://openalex.org/W2131987814","https://openalex.org/W2134478553","https://openalex.org/W2149772057","https://openalex.org/W2156504490","https://openalex.org/W2163288162","https://openalex.org/W2493269872","https://openalex.org/W2767905780","https://openalex.org/W3121190520","https://openalex.org/W3140578314","https://openalex.org/W6600688540"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W2989490741","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W138569904","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W2367545121","https://openalex.org/W4248881655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}