{"id":"https://openalex.org/W2743558881","doi":"https://doi.org/10.1007/978-3-319-66188-9_22","title":"Comparison of Machine Learning Algorithms to Increase Prediction Accuracy of COPD Domain","display_name":"Comparison of Machine Learning Algorithms to Increase Prediction Accuracy of COPD Domain","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2743558881","doi":"https://doi.org/10.1007/978-3-319-66188-9_22","mag":"2743558881"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-66188-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66188-9_22","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/A5055424096","display_name":"Lokman Saleh","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lokman Saleh","raw_affiliation_strings":["Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Case postale 8888, Succursale Centre-ville, Montr\u00e9al, QC, H3C 3P8, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Case postale 8888, Succursale Centre-ville, Montr\u00e9al, QC, H3C 3P8, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058398832","display_name":"Hamid Mcheick","orcid":"https://orcid.org/0000-0002-2589-8609"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamid Mcheick","raw_affiliation_strings":["Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l\u2019Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l'Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l\u2019Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l'Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071373144","display_name":"Hicham Ajami","orcid":null},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hicham Ajami","raw_affiliation_strings":["Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l\u2019Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l'Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l\u2019Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi, 555, Boul De l'Universit\u00e9, Chicoutimi, QC, G7H 2B1, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091070914","display_name":"Hafedh Mili","orcid":"https://orcid.org/0000-0002-1220-9042"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hafedh Mili","raw_affiliation_strings":["Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Case postale 8888, Succursale Centre-ville, Montr\u00e9al, QC, H3C 3P8, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Case postale 8888, Succursale Centre-ville, Montr\u00e9al, QC, H3C 3P8, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103583780","display_name":"Joumana Dargham","orcid":null},"institutions":[{"id":"https://openalex.org/I168913471","display_name":"University of Balamand","ror":"https://ror.org/01xvwxv41","country_code":"LB","type":"education","lineage":["https://openalex.org/I168913471"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Joumana Dargham","raw_affiliation_strings":["Department of Computer Science, University Balamand, Tripoli, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Balamand, Tripoli, Lebanon","institution_ids":["https://openalex.org/I168913471"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103583780"],"corresponding_institution_ids":["https://openalex.org/I168913471"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0692,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95205479,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.946399986743927,"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/machine-learning","display_name":"Machine learning","score":0.7520682215690613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7037156820297241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6616771817207336},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5103892683982849},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.502886950969696},{"id":"https://openalex.org/keywords/exacerbation","display_name":"Exacerbation","score":0.4649933874607086},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4521607756614685},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.432658851146698},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4119686484336853},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3774234652519226}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7520682215690613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7037156820297241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6616771817207336},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5103892683982849},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.502886950969696},{"id":"https://openalex.org/C2777014857","wikidata":"https://www.wikidata.org/wiki/Q1383410","display_name":"Exacerbation","level":2,"score":0.4649933874607086},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4521607756614685},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.432658851146698},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4119686484336853},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3774234652519226},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-66188-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66188-9_22","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":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1522381630","https://openalex.org/W1533967694","https://openalex.org/W1973742535","https://openalex.org/W1975379468","https://openalex.org/W2007543639","https://openalex.org/W2015129884","https://openalex.org/W2017337590","https://openalex.org/W2026378421","https://openalex.org/W2032733517","https://openalex.org/W2035102633","https://openalex.org/W2040857392","https://openalex.org/W2048560792","https://openalex.org/W2063858660","https://openalex.org/W2081306861","https://openalex.org/W2088001628","https://openalex.org/W2107303494","https://openalex.org/W2121593241","https://openalex.org/W2127237061","https://openalex.org/W2143337123","https://openalex.org/W2144133870","https://openalex.org/W2144400988","https://openalex.org/W2147473357","https://openalex.org/W2153239986","https://openalex.org/W2171767970","https://openalex.org/W2342071606","https://openalex.org/W2403339270","https://openalex.org/W2488975212","https://openalex.org/W2807567130"],"related_works":["https://openalex.org/W1992577796","https://openalex.org/W4309103225","https://openalex.org/W2130939671","https://openalex.org/W2110265450","https://openalex.org/W2952884403","https://openalex.org/W4311699418","https://openalex.org/W2801381949","https://openalex.org/W4237402870","https://openalex.org/W2924279227","https://openalex.org/W2156169457"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"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"}