{"id":"https://openalex.org/W139751036","doi":"https://doi.org/10.1007/978-3-662-44485-6_15","title":"Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions","display_name":"Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W139751036","doi":"https://doi.org/10.1007/978-3-662-44485-6_15","mag":"139751036"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-44485-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44485-6_15","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/A5006887661","display_name":"S. Garcia-Lopez","orcid":null},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Sebasti\u00e1n Garc\u00eda-L\u00f3pez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074694144","display_name":"Jorge Jaramillo","orcid":"https://orcid.org/0000-0003-3195-7588"},"institutions":[{"id":"https://openalex.org/I4210141572","display_name":"Instituto Tecnol\u00f3gico Metropolitano","ror":"https://ror.org/03zb5p722","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210141572"]},{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jorge Alberto Jaramillo-Garz\u00f3n","raw_affiliation_strings":["Grupo de Autom\u00e1tica y Electr\u00f3nica, Instituto Tecnol\u00f3gico Metropolitano, Cll 54A No 30-01, Medell\u00edn, Colombia","Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Grupo de Autom\u00e1tica y Electr\u00f3nica, Instituto Tecnol\u00f3gico Metropolitano, Cll 54A No 30-01, Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I4210141572"]},{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080328620","display_name":"G. Castellanos-Dom\u00ednguez","orcid":"https://orcid.org/0000-0002-0138-5489"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"German Castellanos-Dominguez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Campus la Nubia, Km 7 v\u00eda al Magdalena, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006887661"],"corresponding_institution_ids":["https://openalex.org/I36243813"],"apc_list":null,"apc_paid":null,"fwci":0.3624,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58487258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9894999861717224,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9894999861717224,"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/T10260","display_name":"Software Engineering Research","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.954200029373169,"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/popularity","display_name":"Popularity","score":0.7144002318382263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6945169568061829},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6218300461769104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6170381307601929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5396751165390015},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5186647176742554},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12031713128089905}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7144002318382263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6945169568061829},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6218300461769104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6170381307601929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5396751165390015},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5186647176742554},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12031713128089905},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-44485-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44485-6_15","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":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W167016754","https://openalex.org/W608975221","https://openalex.org/W1435107418","https://openalex.org/W1540371141","https://openalex.org/W1549290105","https://openalex.org/W1605688901","https://openalex.org/W1970371025","https://openalex.org/W2021129827","https://openalex.org/W2023096047","https://openalex.org/W2040022355","https://openalex.org/W2058732827","https://openalex.org/W2063861171","https://openalex.org/W2098740506","https://openalex.org/W2103017472","https://openalex.org/W2115114820","https://openalex.org/W2118978333","https://openalex.org/W2125877832","https://openalex.org/W2148143831","https://openalex.org/W2154299908","https://openalex.org/W2167917621","https://openalex.org/W2171629518","https://openalex.org/W2239924092","https://openalex.org/W2400312803","https://openalex.org/W2491948539","https://openalex.org/W3110972171","https://openalex.org/W3166750732","https://openalex.org/W4206307172"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}