{"id":"https://openalex.org/W2002881120","doi":"https://doi.org/10.1145/1389095.1389158","title":"Using expert knowledge in initialization for genome-wide analysis of epistasis using genetic programming","display_name":"Using expert knowledge in initialization for genome-wide analysis of epistasis using genetic programming","publication_year":2008,"publication_date":"2008-07-12","ids":{"openalex":"https://openalex.org/W2002881120","doi":"https://doi.org/10.1145/1389095.1389158","mag":"2002881120"},"language":"en","primary_location":{"id":"doi:10.1145/1389095.1389158","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"article","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/A5050692257","display_name":"Casey S. Greene","orcid":"https://orcid.org/0000-0001-8713-9213"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Casey S. Greene","raw_affiliation_strings":["Dartmouth College, Lebanon, NH, USA","Dartmouth College; Lebanon; NH; USA"],"affiliations":[{"raw_affiliation_string":"Dartmouth College, Lebanon, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Dartmouth College; Lebanon; NH; USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054495173","display_name":"Bill C. White","orcid":"https://orcid.org/0000-0002-0684-5210"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bill C. White","raw_affiliation_strings":["Dartmouth College, Lebanon, NH, USA","Dartmouth College; Lebanon; NH; USA"],"affiliations":[{"raw_affiliation_string":"Dartmouth College, Lebanon, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Dartmouth College; Lebanon; NH; USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032971510","display_name":"Jason H. Moore","orcid":"https://orcid.org/0000-0002-5015-1099"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason H. Moore","raw_affiliation_strings":["Dartmouth College, Lebanon, NH, USA","Dartmouth College; Lebanon; NH; USA"],"affiliations":[{"raw_affiliation_string":"Dartmouth College, Lebanon, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Dartmouth College; Lebanon; NH; USA","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050692257"],"corresponding_institution_ids":["https://openalex.org/I107672454"],"apc_list":null,"apc_paid":null,"fwci":2.2882,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89334624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.992900013923645,"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/epistasis","display_name":"Epistasis","score":0.6780775785446167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6729952692985535},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6560508012771606},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6475940942764282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5514338612556458},{"id":"https://openalex.org/keywords/human-genome","display_name":"Human genome","score":0.5103058218955994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4887123107910156},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.48265987634658813},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.3824182152748108},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.33747172355651855},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.20070910453796387},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1832413673400879},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.13455328345298767}],"concepts":[{"id":"https://openalex.org/C61727976","wikidata":"https://www.wikidata.org/wiki/Q751748","display_name":"Epistasis","level":3,"score":0.6780775785446167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6729952692985535},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6560508012771606},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6475940942764282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5514338612556458},{"id":"https://openalex.org/C197077220","wikidata":"https://www.wikidata.org/wiki/Q720988","display_name":"Human genome","level":4,"score":0.5103058218955994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4887123107910156},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.48265987634658813},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.3824182152748108},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.33747172355651855},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.20070910453796387},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1832413673400879},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.13455328345298767},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1389095.1389158","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.152.8255","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.152.8255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bham.ac.uk/~wbl/biblio/gecco2008/docs/p351.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1500895378","https://openalex.org/W1503370304","https://openalex.org/W1583700199","https://openalex.org/W1584428002","https://openalex.org/W2016755304","https://openalex.org/W4232884945","https://openalex.org/W4234632609"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2724513197"],"abstract_inverted_index":{"In":[0],"human":[1,17,74],"genetics":[2],"it":[3,28],"is":[4,56,78,90],"now":[5],"possible":[6],"to":[7,57,64,82,91],"measure":[8],"large":[9],"numbers":[10],"of":[11,67,72,87,106],"DNA":[12,49],"sequence":[13,50],"variations":[14,68],"across":[15],"the":[16,93,104],"genome.":[18],"Given":[19],"current":[20],"knowledge":[21,98,114],"about":[22],"biological":[23,41],"networks":[24],"and":[25,122],"disease":[26,32],"processes":[27],"seems":[29],"likely":[30],"that":[31,95,111],"risk":[33],"can":[34,101],"best":[35],"be":[36,45],"modeled":[37],"by":[38],"interactions":[39,60],"between":[40],"components,":[42],"which":[43,69],"may":[44],"examined":[46],"as":[47],"interacting":[48],"variations.":[51],"The":[52,85],"machine":[53],"learning":[54],"challenge":[55],"e.ectively":[58],"explore":[59],"in":[61,103],"these":[62],"datasets":[63],"identify":[65],"combinations":[66],"are":[70],"predictive":[71],"common":[73],"diseases.":[75],"Genetic":[76],"programming":[77],"a":[79,119],"promising":[80],"approach":[81],"this":[83,88,112],"problem.":[84],"goal":[86],"study":[89],"examine":[92],"role":[94],"an":[96,123],"expert":[97,113],"aware":[99,115],"initializer":[100,116,121],"play":[102],"framework":[105],"genetic":[107],"programming.":[108],"We":[109],"show":[110],"outperforms":[117],"both":[118],"random":[120],"enumerative":[124],"initializer.":[125]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
