{"id":"https://openalex.org/W4312283141","doi":"https://doi.org/10.1007/978-3-031-21175-1_4","title":"Comparison of\u00a0Machine Learning Pipelines for\u00a0Gene Expression Matrices","display_name":"Comparison of\u00a0Machine Learning Pipelines for\u00a0Gene Expression Matrices","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312283141","doi":"https://doi.org/10.1007/978-3-031-21175-1_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21175-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_4","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":"https://openalex.org/A5076353338","display_name":"Mateus Devino","orcid":"https://orcid.org/0000-0002-5235-9045"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mateus Devino","raw_affiliation_strings":["Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5235-9045","affiliations":[{"raw_affiliation_string":"Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035289249","display_name":"Kele Belloze","orcid":"https://orcid.org/0000-0001-6257-2520"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kele Belloze","raw_affiliation_strings":["Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6257-2520","affiliations":[{"raw_affiliation_string":"Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008213767","display_name":"Eduardo Bezerra","orcid":"https://orcid.org/0000-0001-9177-5503"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Bezerra","raw_affiliation_strings":["Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9177-5503","affiliations":[{"raw_affiliation_string":"Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35781317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9947999715805054,"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/pipeline","display_name":"Pipeline (software)","score":0.835277795791626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336874008178711},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5806688070297241},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5777726769447327},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.5530053377151489},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.46822047233581543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4456423819065094},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4407525062561035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4205368459224701},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.36916783452033997},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13821887969970703},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12676310539245605},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07554709911346436},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0644676685333252}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.835277795791626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336874008178711},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5806688070297241},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5777726769447327},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.5530053377151489},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.46822047233581543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4456423819065094},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4407525062561035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4205368459224701},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.36916783452033997},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13821887969970703},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12676310539245605},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07554709911346436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0644676685333252},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21175-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_4","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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2110569316","https://openalex.org/W2140190241","https://openalex.org/W2236822143","https://openalex.org/W3041348098","https://openalex.org/W3128646645","https://openalex.org/W3210186213","https://openalex.org/W3214280461","https://openalex.org/W4206662285","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4380433113","https://openalex.org/W4386072068","https://openalex.org/W252339960","https://openalex.org/W2390529043","https://openalex.org/W2378320433","https://openalex.org/W2358343511","https://openalex.org/W2051877971","https://openalex.org/W1970117064","https://openalex.org/W1787170397","https://openalex.org/W4292347844"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}