{"id":"https://openalex.org/W1781672933","doi":"https://doi.org/10.3233/his-2011-0123","title":"Effectiveness of a hybrid pattern classifier for medical applications","display_name":"Effectiveness of a hybrid pattern classifier for medical applications","publication_year":2011,"publication_date":"2011-05-04","ids":{"openalex":"https://openalex.org/W1781672933","doi":"https://doi.org/10.3233/his-2011-0123","mag":"1781672933"},"language":"en","primary_location":{"id":"doi:10.3233/his-2011-0123","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-2011-0123","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"},"type":"article","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/A5044558552","display_name":"Monique Frize","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Monique Frize","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, Canada","Systems and Computer Engineering, Carleton University","(Correspd. Tel.: +1 613 520 2600 ext. 8229; Fax: +1 613 520 5727; E-mail: mfrize@connect.carleton.ca) Systems and Computer Engineering, Carleton University and School of Information Technology and ...#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"(Correspd. Tel.: +1 613 520 2600 ext. 8229; Fax: +1 613 520 5727; E-mail: mfrize@connect.carleton.ca) Systems and Computer Engineering, Carleton University and School of Information Technology and ...#TAB#","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101555563","display_name":"Nicole Yu","orcid":"https://orcid.org/0000-0002-5535-2973"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nicole Yu","raw_affiliation_strings":["Systems and Computer Engineering, Carleton University","[Systems and Computer Engineering, Carleton University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"[Systems and Computer Engineering, Carleton University]","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074980693","display_name":"Sabine Weyand","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sabine Weyand","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8706,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75526776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":"2","first_page":"71","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8215344548225403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6257930397987366},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6050554513931274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.586073637008667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215344548225403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6257930397987366},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6050554513931274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.586073637008667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-2011-0123","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-2011-0123","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7400000095367432,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332162","display_name":"Centers for Disease Control and Prevention","ror":"https://ror.org/042twtr12"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":{"This":[0],"paper":[1],"compares":[2],"two":[3],"pattern":[4],"classifiers":[5],"with":[6,17],"applications":[7],"in":[8],"medicine:":[9],"the":[10,20],"first":[11],"is":[12,22],"an":[13],"artificial":[14],"neural":[15],"network":[16],"weight-elimination":[18],"(ANN-we);":[19],"second":[21],"a":[23,28],"hybrid":[24],"classifier":[25],"consisting":[26],"of":[27],"decision-tree":[29],"(DT)":[30],"to":[31],"eliminate":[32],"variables":[33],"which":[34],"h":[35]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
