{"id":"https://openalex.org/W2747971358","doi":"https://doi.org/10.1007/978-3-319-67180-2_46","title":"Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model","display_name":"Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model","publication_year":2017,"publication_date":"2017-08-22","ids":{"openalex":"https://openalex.org/W2747971358","doi":"https://doi.org/10.1007/978-3-319-67180-2_46","mag":"2747971358"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67180-2_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67180-2_46","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":"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/A5051799103","display_name":"Nah\u00fam Cueto-L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nah\u00fam Cueto-L\u00f3pez","raw_affiliation_strings":["Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021679576","display_name":"Roc\u00edo Al\u00e1iz-Rodr\u00edguez","orcid":"https://orcid.org/0000-0003-4164-5887"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roc\u00edo Alaiz-Rodr\u00edguez","raw_affiliation_strings":["Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088478509","display_name":"Mar\u00eda Teresa Garc\u00ed\u00ada-Ord\u00e1s","orcid":"https://orcid.org/0000-0002-3796-3949"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Teresa Garc\u00eda-Ord\u00e1s","raw_affiliation_strings":["Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Systems and Automation, University of Leon, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008361950","display_name":"Carmen Gonz\u00e1lez-Donquiles","orcid":"https://orcid.org/0000-0001-6212-1797"},"institutions":[{"id":"https://openalex.org/I4210115082","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red","ror":"https://ror.org/02g87qh62","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]},{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carmen Gonz\u00e1lez-Donquiles","raw_affiliation_strings":["Biomedicine Institute (IBIOMED), Research Group of Gene-Environment-Health Interactions, University of Leon, Le\u00f3n, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red (CIBER), University of Oviedo, Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Biomedicine Institute (IBIOMED), Research Group of Gene-Environment-Health Interactions, University of Leon, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red (CIBER), University of Oviedo, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363","https://openalex.org/I4210115082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052400382","display_name":"Vicente Mart\u00edn","orcid":"https://orcid.org/0000-0003-0552-2804"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicente Mart\u00edn","raw_affiliation_strings":["Biomedicine Institute (IBIOMED), Research Group of Gene-Environment-Health Interactions, University of Leon, Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Biomedicine Institute (IBIOMED), Research Group of Gene-Environment-Health Interactions, University of Leon, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051799103"],"corresponding_institution_ids":["https://openalex.org/I8833935"],"apc_list":null,"apc_paid":null,"fwci":0.4525,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64066082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"471","last_page":"481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.972100019454956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.8135882616043091},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7064999938011169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6839731931686401},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6114102602005005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5476738810539246},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5410616993904114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5091173052787781},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4694152772426605},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4660175144672394},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43632084131240845},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4306011497974396},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4114694893360138}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8135882616043091},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7064999938011169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6839731931686401},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6114102602005005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5476738810539246},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5410616993904114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5091173052787781},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4694152772426605},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4660175144672394},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43632084131240845},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4306011497974396},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4114694893360138},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-67180-2_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67180-2_46","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6399999856948853,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W195120026","https://openalex.org/W1570448133","https://openalex.org/W1882512877","https://openalex.org/W1986966548","https://openalex.org/W2012683659","https://openalex.org/W2056168656","https://openalex.org/W2111547563","https://openalex.org/W2123504579","https://openalex.org/W2128220262","https://openalex.org/W2150286564","https://openalex.org/W2152799677","https://openalex.org/W2165250079","https://openalex.org/W2187839720","https://openalex.org/W2238700386","https://openalex.org/W2466512847","https://openalex.org/W2530623388","https://openalex.org/W2589824458","https://openalex.org/W4205699531","https://openalex.org/W4235739337","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W2798198862","https://openalex.org/W2915512527","https://openalex.org/W2083862258"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
