{"id":"https://openalex.org/W2215288704","doi":"https://doi.org/10.1007/978-3-319-02624-4_10","title":"Random Forest and Gene Networks for Association of SNPs to Alzheimer\u2019s Disease","display_name":"Random Forest and Gene Networks for Association of SNPs to Alzheimer\u2019s Disease","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2215288704","doi":"https://doi.org/10.1007/978-3-319-02624-4_10","mag":"2215288704"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02624-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02624-4_10","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/A5046897292","display_name":"Gilderl\u00e2nio Santana de Ara\u00fajo","orcid":"https://orcid.org/0000-0001-9199-9419"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gilderlanio S. Ara\u00fajo","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112013843","display_name":"Manuela R. B. Souza","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Manuela R. B. Souza","raw_affiliation_strings":["Keizo Asami Laboratory (LIKA), Federal University of Pernambuco, Recife, PE, Brazil","Neuropsychiatry Department, Federal University of Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Keizo Asami Laboratory (LIKA), Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Neuropsychiatry Department, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016136838","display_name":"Jo\u00e3o Ricardo Mendes de Oliveira","orcid":"https://orcid.org/0000-0001-7474-9266"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Ricardo M. Oliveira","raw_affiliation_strings":["Keizo Asami Laboratory (LIKA), Federal University of Pernambuco, Recife, PE, Brazil","Neuropsychiatry Department, Federal University of Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Keizo Asami Laboratory (LIKA), Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Neuropsychiatry Department, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057250270","display_name":"Ivan G. Costa","orcid":"https://orcid.org/0000-0003-2890-8697"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]},{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["BR","DE"],"is_corresponding":false,"raw_author_name":"Ivan G. Costa","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, Recife, PE, Brazil","Interdiciplinary Center for Clinical Research (IZKF) and Institute for Biomedical Engineering, RWTH University Hospital, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Interdiciplinary Center for Clinical Research (IZKF) and Institute for Biomedical Engineering, RWTH University Hospital, Aachen, Germany","institution_ids":["https://openalex.org/I887968799","https://openalex.org/I4210120689"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046897292"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5802,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71735551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9968000054359436,"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/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.8338919878005981},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7430609464645386},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.6611498594284058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6202528476715088},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.5157411694526672},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4947604537010193},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4923349618911743},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4887094497680664},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4352858364582062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4233916699886322},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4127897322177887},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.27822673320770264},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2737109065055847},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.15388533473014832},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1299532949924469}],"concepts":[{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.8338919878005981},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7430609464645386},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.6611498594284058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6202528476715088},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.5157411694526672},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4947604537010193},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4923349618911743},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4887094497680664},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4352858364582062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4233916699886322},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4127897322177887},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.27822673320770264},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2737109065055847},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.15388533473014832},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1299532949924469},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-02624-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02624-4_10","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":"Life in Land","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1489222002","https://openalex.org/W1539593569","https://openalex.org/W1980066896","https://openalex.org/W1982959887","https://openalex.org/W1990139289","https://openalex.org/W2003516452","https://openalex.org/W2013577952","https://openalex.org/W2017079501","https://openalex.org/W2023863818","https://openalex.org/W2052555803","https://openalex.org/W2071947153","https://openalex.org/W2081119171","https://openalex.org/W2097364929","https://openalex.org/W2104093114","https://openalex.org/W2107199945","https://openalex.org/W2118258530","https://openalex.org/W2122328291","https://openalex.org/W2123231396","https://openalex.org/W2124649441","https://openalex.org/W2134592457","https://openalex.org/W2143955562","https://openalex.org/W2144014661","https://openalex.org/W2158416439","https://openalex.org/W2161633633","https://openalex.org/W2164298117","https://openalex.org/W2166542841","https://openalex.org/W2752287204","https://openalex.org/W2911964244","https://openalex.org/W4211079490"],"related_works":["https://openalex.org/W4283582241","https://openalex.org/W2594299395","https://openalex.org/W2066467839","https://openalex.org/W2111842731","https://openalex.org/W2170506381","https://openalex.org/W2765794416","https://openalex.org/W2039666944","https://openalex.org/W1531630856","https://openalex.org/W2089097350","https://openalex.org/W1992310781"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
