{"id":"https://openalex.org/W4409603426","doi":"https://doi.org/10.1007/978-3-031-88226-5_4","title":"Multi-aggregation Strategies in\u00a0Ensemble-Based Machine Learning and\u00a0Deep Learning Models for\u00a0Cough-Based COVID-19 Detection","display_name":"Multi-aggregation Strategies in\u00a0Ensemble-Based Machine Learning and\u00a0Deep Learning Models for\u00a0Cough-Based COVID-19 Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409603426","doi":"https://doi.org/10.1007/978-3-031-88226-5_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-88226-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-88226-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5117217100","display_name":"Takieddine Lombarkia","orcid":"https://orcid.org/0009-0009-4411-6228"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Takieddine Lombarkia","raw_affiliation_strings":["SISCOM Laboratory, Constantine 1 - Freres Mentouri University, Constantine, Algeria"],"raw_orcid":"https://orcid.org/0009-0009-4411-6228","affiliations":[{"raw_affiliation_string":"SISCOM Laboratory, Constantine 1 - Freres Mentouri University, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004071147","display_name":"F. Marir","orcid":"https://orcid.org/0009-0005-2654-8191"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Farid Marir","raw_affiliation_strings":["SISCOM Laboratory, Constantine 1 - Freres Mentouri University, Constantine, Algeria"],"raw_orcid":"https://orcid.org/0009-0005-2654-8191","affiliations":[{"raw_affiliation_string":"SISCOM Laboratory, Constantine 1 - Freres Mentouri University, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014416499","display_name":"Naila Marir","orcid":"https://orcid.org/0000-0001-6633-9099"},"institutions":[{"id":"https://openalex.org/I125656591","display_name":"Effat University","ror":"https://ror.org/02cnwgt19","country_code":"SA","type":"education","lineage":["https://openalex.org/I125656591"]},{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ","SA"],"is_corresponding":false,"raw_author_name":"Naila Marir","raw_affiliation_strings":["Engineering College, CS Department, Effat University, Constantine, Saudi Arabia","LIRE Laboratory, University Abdelhamid Mehri, Constantine 2, Algiers, Algeria"],"raw_orcid":"https://orcid.org/0000-0001-6633-9099","affiliations":[{"raw_affiliation_string":"Engineering College, CS Department, Effat University, Constantine, Saudi Arabia","institution_ids":["https://openalex.org/I125656591"]},{"raw_affiliation_string":"LIRE Laboratory, University Abdelhamid Mehri, Constantine 2, Algiers, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117217100"],"corresponding_institution_ids":["https://openalex.org/I125485651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15280739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7025030851364136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628828048706055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5433564186096191},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5170876979827881},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48663434386253357},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41639357805252075},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16394954919815063},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.056892842054367065}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7025030851364136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628828048706055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5433564186096191},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5170876979827881},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48663434386253357},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41639357805252075},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16394954919815063},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.056892842054367065},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-88226-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-88226-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1901616594","https://openalex.org/W2050613873","https://openalex.org/W2123757094","https://openalex.org/W2143612262","https://openalex.org/W2155806188","https://openalex.org/W2158400027","https://openalex.org/W2919115771","https://openalex.org/W3001195213","https://openalex.org/W3015034944","https://openalex.org/W3035378948","https://openalex.org/W3041319886","https://openalex.org/W3081012644","https://openalex.org/W3088067841","https://openalex.org/W3091468319","https://openalex.org/W3096553547","https://openalex.org/W3105837102","https://openalex.org/W3120894151","https://openalex.org/W3132012119","https://openalex.org/W3140531618","https://openalex.org/W3196216102","https://openalex.org/W4206299665","https://openalex.org/W4212883601","https://openalex.org/W4214746598","https://openalex.org/W4312307828","https://openalex.org/W4312648006","https://openalex.org/W4318969620","https://openalex.org/W4387444692"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4387369504","https://openalex.org/W3082895349"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
