{"id":"https://openalex.org/W2943001064","doi":"https://doi.org/10.1007/978-3-030-17935-9_19","title":"Addition of Pathway-Based Information to Improve Predictions in Transcriptomics","display_name":"Addition of Pathway-Based Information to Improve Predictions in Transcriptomics","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2943001064","doi":"https://doi.org/10.1007/978-3-030-17935-9_19","mag":"2943001064"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-17935-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-17935-9_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":"https://openalex.org/A5037345774","display_name":"Daniel Urda","orcid":"https://orcid.org/0000-0003-2662-798X"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Daniel Urda","raw_affiliation_strings":["Departamento de Ingenier\u00eda Inform\u00e1tica, EPS de Algeciras, Universidad de C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Inform\u00e1tica, EPS de Algeciras, Universidad de C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067194140","display_name":"Francisco J. Veredas","orcid":"https://orcid.org/0000-0003-0739-2505"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Veredas","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, ETSI de Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, ETSI de Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028082915","display_name":"Ignacio J. Turias","orcid":"https://orcid.org/0000-0003-4627-0252"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Turias","raw_affiliation_strings":["Departamento de Ingenier\u00eda Inform\u00e1tica, EPS de Algeciras, Universidad de C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Inform\u00e1tica, EPS de Algeciras, Universidad de C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090072367","display_name":"Leonardo Franco","orcid":"https://orcid.org/0000-0003-0012-5914"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leonardo Franco","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, ETSI de Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, ETSI de Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037345774"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3234,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56492683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983999729156494,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9966999888420105,"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":0.733788251876831},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6962746381759644},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6640877723693848},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6551283001899719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5678062438964844},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5439366102218628},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5202240347862244},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4435924291610718},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.44252216815948486},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4222026467323303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39272570610046387},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.22849339246749878},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08391669392585754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733788251876831},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6962746381759644},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6640877723693848},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6551283001899719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5678062438964844},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5439366102218628},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5202240347862244},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4435924291610718},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.44252216815948486},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4222026467323303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39272570610046387},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22849339246749878},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08391669392585754},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-17935-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-17935-9_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":[{"id":"https://metadata.un.org/sdg/3","score":0.4399999976158142,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1680392829","https://openalex.org/W1731081199","https://openalex.org/W1958673254","https://openalex.org/W1965568460","https://openalex.org/W1970554427","https://openalex.org/W1987371344","https://openalex.org/W1999574084","https://openalex.org/W2050148284","https://openalex.org/W2106398669","https://openalex.org/W2110256992","https://openalex.org/W2111547563","https://openalex.org/W2119387367","https://openalex.org/W2119862467","https://openalex.org/W2122111042","https://openalex.org/W2126120145","https://openalex.org/W2128985829","https://openalex.org/W2135046866","https://openalex.org/W2149082178","https://openalex.org/W2153491803","https://openalex.org/W2159482845","https://openalex.org/W2164238022","https://openalex.org/W2224319365","https://openalex.org/W2544745230","https://openalex.org/W2559588208","https://openalex.org/W2594496545","https://openalex.org/W2598224452","https://openalex.org/W2889541249","https://openalex.org/W2911964244","https://openalex.org/W3104629743","https://openalex.org/W4294216483","https://openalex.org/W4399585319"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W3097449145","https://openalex.org/W2561617217","https://openalex.org/W2025378473","https://openalex.org/W2355801475","https://openalex.org/W4206659427","https://openalex.org/W2170062176","https://openalex.org/W2148135840","https://openalex.org/W106004901","https://openalex.org/W4401945093"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}