{"id":"https://openalex.org/W2751698686","doi":"https://doi.org/10.1007/978-3-319-66830-7_43","title":"Finding the Optimal Number of Features Based on Mutual Information","display_name":"Finding the Optimal Number of Features Based on Mutual Information","publication_year":2017,"publication_date":"2017-08-31","ids":{"openalex":"https://openalex.org/W2751698686","doi":"https://doi.org/10.1007/978-3-319-66830-7_43","mag":"2751698686"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-66830-7_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66830-7_43","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","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/A5011454527","display_name":"Peipei Chen","orcid":"https://orcid.org/0009-0008-0934-552X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["CN","NL"],"is_corresponding":true,"raw_author_name":"Peipei Chen","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China","Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011946737","display_name":"Anna Wilbik","orcid":"https://orcid.org/0000-0002-1989-0301"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anna Wilbik","raw_affiliation_strings":["Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014435407","display_name":"Saskia van Loon","orcid":null},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2801238018","display_name":"Catharina Ziekenhuis","ror":"https://ror.org/01qavk531","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801238018"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Saskia van Loon","raw_affiliation_strings":["Clinical Chemistry, Catharina Hospital, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Chemistry, Catharina Hospital, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2801238018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063905216","display_name":"Arjen\u2010Kars Boer","orcid":"https://orcid.org/0000-0002-2667-1027"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2801238018","display_name":"Catharina Ziekenhuis","ror":"https://ror.org/01qavk531","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801238018"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Arjen-Kars Boer","raw_affiliation_strings":["Clinical Chemistry, Catharina Hospital, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Chemistry, Catharina Hospital, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2801238018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080242338","display_name":"Uzay Kaymak","orcid":"https://orcid.org/0000-0002-4500-9098"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["CN","NL"],"is_corresponding":false,"raw_author_name":"Uzay Kaymak","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China","Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Information Systems, School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011454527"],"corresponding_institution_ids":["https://openalex.org/I76130692","https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.694,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74807736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9962999820709229,"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/interpretability","display_name":"Interpretability","score":0.9559921026229858},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7566667199134827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150129675865173},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5888000130653381},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.5885455012321472},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5767819881439209},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5200566649436951},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5152235627174377},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5083975195884705},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5071196556091309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5029956698417664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4719735085964203},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47138744592666626},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.467888742685318},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.41898104548454285}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9559921026229858},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7566667199134827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150129675865173},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5888000130653381},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.5885455012321472},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5767819881439209},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5200566649436951},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5152235627174377},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5083975195884705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5071196556091309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5029956698417664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4719735085964203},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47138744592666626},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.467888742685318},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.41898104548454285},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-66830-7_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66830-7_43","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/25c449d0-83ce-49fd-af2e-d51cf549fa1b","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/25c449d0-83ce-49fd-af2e-d51cf549fa1b","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire_cris_publications/20095fc3-13ea-4fdd-baeb-7c1daa9c5775","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/20095fc3-13ea-4fdd-baeb-7c1daa9c5775","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chen, P, Wilbik, A, Loon, S V, Boer, A-K & Kaymak, U 2017, Finding the Optimal Number of Features Based on Mutual Information. in Advances in Fuzzy Logic and Technology 2017. pp. 477-486, Proceedings of the Conference of the European Society for Fuzzy Logic and Technology, International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warsaw, Poland, 11/09/17. https://doi.org/10.1007/978-3-319-66830-7_43","raw_type":"bookPart"},{"id":"pmh:tue:oai:pure.tue.nl:publications/25c449d0-83ce-49fd-af2e-d51cf549fa1b","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/25c449d0-83ce-49fd-af2e-d51cf549fa1b","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 \u2013 The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN\u20192017 \u2013 The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, 641, 477 - 486","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W582829353","https://openalex.org/W1197622812","https://openalex.org/W1485955713","https://openalex.org/W1495061682","https://openalex.org/W1922017469","https://openalex.org/W1989665358","https://openalex.org/W2003013564","https://openalex.org/W2043446551","https://openalex.org/W2056168656","https://openalex.org/W2096451472","https://openalex.org/W2098057602","https://openalex.org/W2099111195","https://openalex.org/W2103414828","https://openalex.org/W2103482121","https://openalex.org/W2143426320","https://openalex.org/W2149772057","https://openalex.org/W2151897697","https://openalex.org/W2154053567","https://openalex.org/W2159543062","https://openalex.org/W2167101736","https://openalex.org/W2169038408","https://openalex.org/W2480865952","https://openalex.org/W4285719527","https://openalex.org/W6680975642"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W2985680200","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}