{"id":"https://openalex.org/W2946211208","doi":"https://doi.org/10.1007/978-3-030-19223-5_2","title":"Integration of Data Mining Classification Techniques and Ensemble Learning for Predicting the Type of Breast Cancer Recurrence","display_name":"Integration of Data Mining Classification Techniques and Ensemble Learning for Predicting the Type of Breast Cancer Recurrence","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946211208","doi":"https://doi.org/10.1007/978-3-030-19223-5_2","mag":"2946211208"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-19223-5_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19223-5_2","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":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11323/5134","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109447256","display_name":"Jes\u00fas Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Jes\u00fas Silva","raw_affiliation_strings":["Universidad Peruana de Ciencias Aplicadas, Lima, Peru"],"affiliations":[{"raw_affiliation_string":"Universidad Peruana de Ciencias Aplicadas, Lima, Peru","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023379401","display_name":"Omar Bonerge P\u00edneda Lezama","orcid":"https://orcid.org/0000-0002-8239-3906"},"institutions":[{"id":"https://openalex.org/I3131337692","display_name":"Central American Technological University","ror":"https://ror.org/03gxj8t57","country_code":"HN","type":"education","lineage":["https://openalex.org/I3131337692"]}],"countries":["HN"],"is_corresponding":false,"raw_author_name":"Omar Bonerge Pineda Lezama","raw_affiliation_strings":["Universidad Tecnol\u00f3gica Centroamericana (UNITEC), San Pedro Sula, Honduras"],"affiliations":[{"raw_affiliation_string":"Universidad Tecnol\u00f3gica Centroamericana (UNITEC), San Pedro Sula, Honduras","institution_ids":["https://openalex.org/I3131337692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076633895","display_name":"Noel Varela","orcid":"https://orcid.org/0000-0001-7036-4414"},"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":"Noel Varela","raw_affiliation_strings":["Universidad de la Costa, St. 58 #66, Barranquilla, Atl\u00e1ntico, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad de la Costa, St. 58 #66, Barranquilla, Atl\u00e1ntico, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089077311","display_name":"Luz Adriana Borrero","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":"Luz Adriana Borrero","raw_affiliation_strings":["Universidad de la Costa, St. 58 #66, Barranquilla, Atl\u00e1ntico, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad de la Costa, St. 58 #66, Barranquilla, Atl\u00e1ntico, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109447256"],"corresponding_institution_ids":["https://openalex.org/I1311157440"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.856,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94993038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9955000281333923,"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/T10862","display_name":"AI in cancer detection","score":0.9955000281333923,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7372007966041565},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6405690908432007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5660951137542725},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5003204345703125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4751717448234558},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.46475282311439514},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.45980966091156006},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.41799262166023254},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37019848823547363},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16588151454925537},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11210429668426514},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09908810257911682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7372007966041565},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6405690908432007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5660951137542725},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5003204345703125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4751717448234558},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.46475282311439514},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.45980966091156006},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.41799262166023254},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37019848823547363},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16588151454925537},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11210429668426514},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09908810257911682}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-19223-5_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19223-5_2","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"},{"id":"pmh:oai:repositorio.cuc.edu.co:11323/5134","is_oa":true,"landing_page_url":"https://hdl.handle.net/11323/5134","pdf_url":null,"source":{"id":"https://openalex.org/S4377196388","display_name":"DSPACE System - Metalibrary (University of the Coast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112678","host_organization_name":"University of the Coast","host_organization_lineage":["https://openalex.org/I4210112678"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"http://purl.org/coar/version/c_ab4af688f83e57aa"}],"best_oa_location":{"id":"pmh:oai:repositorio.cuc.edu.co:11323/5134","is_oa":true,"landing_page_url":"https://hdl.handle.net/11323/5134","pdf_url":null,"source":{"id":"https://openalex.org/S4377196388","display_name":"DSPACE System - Metalibrary (University of the Coast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112678","host_organization_name":"University of the Coast","host_organization_lineage":["https://openalex.org/I4210112678"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"http://purl.org/coar/version/c_ab4af688f83e57aa"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W54464883","https://openalex.org/W99436796","https://openalex.org/W1965637984","https://openalex.org/W1989628460","https://openalex.org/W2001575298","https://openalex.org/W2010871781","https://openalex.org/W2012246828","https://openalex.org/W2018048740","https://openalex.org/W2018669222","https://openalex.org/W2023709712","https://openalex.org/W2023919397","https://openalex.org/W2027909831","https://openalex.org/W2036482533","https://openalex.org/W2054211750","https://openalex.org/W2059641462","https://openalex.org/W2074807745","https://openalex.org/W2080334660","https://openalex.org/W2085992009","https://openalex.org/W2104726121","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W2199592472","https://openalex.org/W2289515150","https://openalex.org/W2370924594","https://openalex.org/W2409253681","https://openalex.org/W2508763158","https://openalex.org/W2589155842","https://openalex.org/W2607085008","https://openalex.org/W2791688281","https://openalex.org/W2903201376","https://openalex.org/W2953597726","https://openalex.org/W3184421831","https://openalex.org/W3186192014","https://openalex.org/W4239756463","https://openalex.org/W6600676812"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548","https://openalex.org/W4210302090","https://openalex.org/W3092276832","https://openalex.org/W3111529524","https://openalex.org/W4375951447"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}