{"id":"https://openalex.org/W4401770905","doi":"https://doi.org/10.1007/978-981-97-7184-4_19","title":"Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data","display_name":"Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401770905","doi":"https://doi.org/10.1007/978-981-97-7184-4_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-7184-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-7184-4_19","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":null,"display_name":"Ariza-Colpas Paola Patricia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Ariza-Colpas Paola Patricia","raw_affiliation_strings":["Computer Science and Electronics Department, Universidad de La Costa CUC, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Computer Science and Electronics Department, Universidad de La Costa CUC, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pi\u00f1eres-Melo Marlon Alberto","orcid":null},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Pi\u00f1eres-Melo Marlon Alberto","raw_affiliation_strings":["Department of System Engineering, Universidad del Norte, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of System Engineering, Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106645297","display_name":"Barcel\u00f3-Mart\u00ednez Er-nesto","orcid":null},"institutions":[{"id":"https://openalex.org/I104482861","display_name":"Ecopetrol (Colombia)","ror":"https://ror.org/05gsrh908","country_code":"CO","type":"company","lineage":["https://openalex.org/I104482861"]},{"id":"https://openalex.org/I4210092356","display_name":"Instituto Neurol\u00f3gico de Colombia","ror":"https://ror.org/00fsjhf77","country_code":"CO","type":"nonprofit","lineage":["https://openalex.org/I4210092356"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Barcel\u00f3-Mart\u00ednez Er-nesto","raw_affiliation_strings":["Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia","institution_ids":["https://openalex.org/I104482861","https://openalex.org/I4210092356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106656112","display_name":"Blanco-Anillo Sharith Alejandra","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Blanco-Anillo Sharith Alejandra","raw_affiliation_strings":["Computer Science and Electronics Department, Universidad de La Costa CUC, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Computer Science and Electronics Department, Universidad de La Costa CUC, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106645298","display_name":"Barcel\u00f3-Castellanos Camilo","orcid":null},"institutions":[{"id":"https://openalex.org/I104482861","display_name":"Ecopetrol (Colombia)","ror":"https://ror.org/05gsrh908","country_code":"CO","type":"company","lineage":["https://openalex.org/I104482861"]},{"id":"https://openalex.org/I4210092356","display_name":"Instituto Neurol\u00f3gico de Colombia","ror":"https://ror.org/00fsjhf77","country_code":"CO","type":"nonprofit","lineage":["https://openalex.org/I4210092356"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Barcel\u00f3-Castellanos Camilo","raw_affiliation_strings":["Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia","institution_ids":["https://openalex.org/I104482861","https://openalex.org/I4210092356"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111297797","display_name":"Roman- Fabian","orcid":null},"institutions":[{"id":"https://openalex.org/I104482861","display_name":"Ecopetrol (Colombia)","ror":"https://ror.org/05gsrh908","country_code":"CO","type":"company","lineage":["https://openalex.org/I104482861"]},{"id":"https://openalex.org/I4210092356","display_name":"Instituto Neurol\u00f3gico de Colombia","ror":"https://ror.org/00fsjhf77","country_code":"CO","type":"nonprofit","lineage":["https://openalex.org/I4210092356"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Roman- Fabian","raw_affiliation_strings":["Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Instituto Colombiano de Neuropedagog\u00eda ICN, Barranquilla, Colombia","institution_ids":["https://openalex.org/I104482861","https://openalex.org/I4210092356"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210112678"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3052,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93046056,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"219","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.8687000274658203,"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"}},"topics":[{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.8687000274658203,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.8485000133514404,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8170999884605408,"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/computer-science","display_name":"Computer science","score":0.8019148111343384},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5035354495048523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5034169554710388},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42907750606536865},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40865790843963623},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.061659395694732666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8019148111343384},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5035354495048523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5034169554710388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42907750606536865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40865790843963623},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.061659395694732666},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-7184-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-7184-4_19","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":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2747682256","https://openalex.org/W2963817537","https://openalex.org/W3043761056","https://openalex.org/W4386725767","https://openalex.org/W4388018077","https://openalex.org/W4389583922","https://openalex.org/W4391025999","https://openalex.org/W4391045976","https://openalex.org/W4391817781","https://openalex.org/W4392238553","https://openalex.org/W4392856787","https://openalex.org/W4393986835","https://openalex.org/W4393990887","https://openalex.org/W4394963652"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
