{"id":"https://openalex.org/W140252170","doi":"https://doi.org/10.1007/978-3-642-19914-1_50","title":"Improving Reproducibility on Tree Based Multimarker Methods: TreeDTh","display_name":"Improving Reproducibility on Tree Based Multimarker Methods: TreeDTh","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W140252170","doi":"https://doi.org/10.1007/978-3-642-19914-1_50","mag":"140252170"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-19914-1_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19914-1_50","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","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/A5086997873","display_name":"Jos\u00e9 Javier Moreno-Ortega","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Javier Moreno-Ortega","raw_affiliation_strings":["Department of Computer Languages and Systems - CITIC, University of Granada, Spain","[University of Granada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems - CITIC, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036932616","display_name":"Nuria Medina-Medina","orcid":"https://orcid.org/0000-0002-6013-732X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nuria Medina-Medina","raw_affiliation_strings":["Department of Computer Languages and Systems - CITIC, University of Granada, Spain","[University of Granada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems - CITIC, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rosana Montes-Soldado","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosana Montes-Soldado","raw_affiliation_strings":["Department of Computer Languages and Systems - CITIC, University of Granada, Spain","[University of Granada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems - CITIC, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074012726","display_name":"Mar\u00eda M. Abad\u2010Grau","orcid":"https://orcid.org/0000-0001-8470-9719"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Mar Abad-Grau","raw_affiliation_strings":["Department of Computer Languages and Systems - CITIC, University of Granada, Spain","[University of Granada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems - CITIC, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":1.0627,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76299976,"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":"389","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.8880000114440918,"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":0.8880000114440918,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.809499979019165,"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":0.7982000112533569,"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/overfitting","display_name":"Overfitting","score":0.947445809841156},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.8716354370117188},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6682437658309937},{"id":"https://openalex.org/keywords/haplotype","display_name":"Haplotype","score":0.6476637125015259},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.5290842056274414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5109966993331909},{"id":"https://openalex.org/keywords/disequilibrium","display_name":"Disequilibrium","score":0.484611839056015},{"id":"https://openalex.org/keywords/bonferroni-correction","display_name":"Bonferroni correction","score":0.47789275646209717},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4713204503059387},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.45449864864349365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.434533953666687},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4182267189025879},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.4105331003665924},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40634864568710327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38168424367904663},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3706406354904175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3458089232444763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3188353180885315},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2342221736907959},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13095122575759888},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11968374252319336},{"id":"https://openalex.org/keywords/allele","display_name":"Allele","score":0.11936560273170471}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.947445809841156},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.8716354370117188},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6682437658309937},{"id":"https://openalex.org/C197754878","wikidata":"https://www.wikidata.org/wiki/Q80711","display_name":"Haplotype","level":4,"score":0.6476637125015259},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5290842056274414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5109966993331909},{"id":"https://openalex.org/C2778146401","wikidata":"https://www.wikidata.org/wiki/Q10916362","display_name":"Disequilibrium","level":2,"score":0.484611839056015},{"id":"https://openalex.org/C127808970","wikidata":"https://www.wikidata.org/wiki/Q385989","display_name":"Bonferroni correction","level":2,"score":0.47789275646209717},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4713204503059387},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.45449864864349365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.434533953666687},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4182267189025879},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.4105331003665924},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40634864568710327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38168424367904663},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3706406354904175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3458089232444763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3188353180885315},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2342221736907959},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13095122575759888},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11968374252319336},{"id":"https://openalex.org/C180754005","wikidata":"https://www.wikidata.org/wiki/Q80726","display_name":"Allele","level":3,"score":0.11936560273170471},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-19914-1_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19914-1_50","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1543868019","https://openalex.org/W1963916765","https://openalex.org/W1982994867","https://openalex.org/W1994964675","https://openalex.org/W2060844092","https://openalex.org/W2071880067","https://openalex.org/W2080167581","https://openalex.org/W2095224796","https://openalex.org/W2116708238","https://openalex.org/W2130539871","https://openalex.org/W2142368369","https://openalex.org/W2145443884","https://openalex.org/W2155253646","https://openalex.org/W2157288342","https://openalex.org/W2157862001","https://openalex.org/W2601913882","https://openalex.org/W2796856748","https://openalex.org/W4235019056"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W2037669709","https://openalex.org/W2374489386","https://openalex.org/W4378510483","https://openalex.org/W84084013"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
