{"id":"https://openalex.org/W2403054279","doi":"https://doi.org/10.1007/978-3-642-37577-4_12","title":"Towards the Use of Genetic Programming for the Prediction of Survival in Cancer","display_name":"Towards the Use of Genetic Programming for the Prediction of Survival in Cancer","publication_year":2013,"publication_date":"2013-12-21","ids":{"openalex":"https://openalex.org/W2403054279","doi":"https://doi.org/10.1007/978-3-642-37577-4_12","mag":"2403054279"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-37577-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-37577-4_12","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolution, Complexity and Artificial Life","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/A5047428706","display_name":"Marco Giacobini","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Giacobini","raw_affiliation_strings":["Computational Epidemiology Group, Department of Veterinary Sciences, and Complex Systems Unit, Molecular Biotechnology Center, University of Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Computational Epidemiology Group, Department of Veterinary Sciences, and Complex Systems Unit, Molecular Biotechnology Center, University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063120064","display_name":"Paolo Provero","orcid":"https://orcid.org/0000-0001-8664-8630"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Provero","raw_affiliation_strings":["Molecular Biotechnology Center, University of Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Molecular Biotechnology Center, University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056916227","display_name":"Leonardo Vanneschi","orcid":"https://orcid.org/0000-0003-4732-3328"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["IT","PT"],"is_corresponding":false,"raw_author_name":"Leonardo Vanneschi","raw_affiliation_strings":["DISCo, University of Milano-Bicocca, 20126, Milan, Italy","ISEGI, Universidade Nova de Lisboa, 1070-312, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"DISCo, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"ISEGI, Universidade Nova de Lisboa, 1070-312, Lisboa, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073163964","display_name":"Giancarlo Mauri","orcid":"https://orcid.org/0000-0003-3520-4022"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Mauri","raw_affiliation_strings":["DISCo, University of Milano-Bicocca, 20126, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"DISCo, University of Milano-Bicocca, 20126, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047428706"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":1.1603,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81574181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9940999746322632,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.80107581615448},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.752023458480835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.613987922668457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5887150168418884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5817094445228577},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.542509913444519},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5286296606063843},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5251911878585815},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5053651928901672},{"id":"https://openalex.org/keywords/gene-signature","display_name":"Gene signature","score":0.44307416677474976},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37851449847221375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16660970449447632},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.15588593482971191},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.12319159507751465},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10441824793815613}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.80107581615448},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.752023458480835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.613987922668457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5887150168418884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5817094445228577},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.542509913444519},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5286296606063843},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5251911878585815},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5053651928901672},{"id":"https://openalex.org/C2779733811","wikidata":"https://www.wikidata.org/wiki/Q5531562","display_name":"Gene signature","level":4,"score":0.44307416677474976},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37851449847221375},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16660970449447632},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.15588593482971191},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.12319159507751465},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10441824793815613},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-37577-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-37577-4_12","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolution, Complexity and Artificial Life","raw_type":"book-chapter"},{"id":"pmh:oai:boa.unimib.it:10281/50721","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/50721","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1512098439","https://openalex.org/W1548741966","https://openalex.org/W1567408111","https://openalex.org/W1976026757","https://openalex.org/W2005687228","https://openalex.org/W2040814250","https://openalex.org/W2087159673","https://openalex.org/W2087684630","https://openalex.org/W2095809779","https://openalex.org/W2105853822","https://openalex.org/W2113442785","https://openalex.org/W2124776405","https://openalex.org/W2128985829","https://openalex.org/W2132598957","https://openalex.org/W2142334564","https://openalex.org/W2143426320","https://openalex.org/W2143956139","https://openalex.org/W2148603752","https://openalex.org/W2150001682","https://openalex.org/W2152150600","https://openalex.org/W2160450758","https://openalex.org/W2611370172"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W2105707930","https://openalex.org/W1755711892","https://openalex.org/W2160907113","https://openalex.org/W2070813941","https://openalex.org/W3046510185","https://openalex.org/W2348583279"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
