{"id":"https://openalex.org/W3170699262","doi":"https://doi.org/10.1007/978-3-030-71187-0_105","title":"Tuning Hyperparameters on Unbalanced Medical Data Using Support Vector Machine and Online and Active SVM","display_name":"Tuning Hyperparameters on Unbalanced Medical Data Using Support Vector Machine and Online and Active SVM","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3170699262","doi":"https://doi.org/10.1007/978-3-030-71187-0_105","mag":"3170699262"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-71187-0_105","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-71187-0_105","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/A5026849931","display_name":"Walid Ksia\u00e2","orcid":null},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Walid Ksiaa","raw_affiliation_strings":["BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I4210140729","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048681208","display_name":"Fahmi Ben Rejab","orcid":"https://orcid.org/0000-0001-6931-9480"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Fahmi Ben Rejab","raw_affiliation_strings":["BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I4210140729","https://openalex.org/I108714496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032746075","display_name":"Kaouther Nouira","orcid":"https://orcid.org/0000-0002-9001-3686"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Kaouther Nouira","raw_affiliation_strings":["BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BESTMOD, Institut Sup\u00e9rieur de Gestion de Tunis, Universit\u00e9 de Tunis, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I4210140729","https://openalex.org/I108714496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1134","last_page":"1144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9912999868392944,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9883999824523926,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.9214448928833008},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8616161346435547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721638560295105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5920600295066833},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5566787123680115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5530288815498352},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.4466542899608612},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36402106285095215},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34412717819213867},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09630370140075684}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9214448928833008},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8616161346435547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721638560295105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5920600295066833},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5566787123680115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5530288815498352},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.4466542899608612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36402106285095215},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34412717819213867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09630370140075684},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-71187-0_105","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-71187-0_105","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1494289067","https://openalex.org/W2043976746","https://openalex.org/W2135106139","https://openalex.org/W2153635508","https://openalex.org/W2559969670","https://openalex.org/W2604252081","https://openalex.org/W2809909946","https://openalex.org/W2981950135","https://openalex.org/W2999309192","https://openalex.org/W4238611116"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W3198113463","https://openalex.org/W4285827128","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
