{"id":"https://openalex.org/W2062179975","doi":"https://doi.org/10.1145/2739482.2768453","title":"Continuous Endpoint Data Mining with ExSTraCS","display_name":"Continuous Endpoint Data Mining with ExSTraCS","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2062179975","doi":"https://doi.org/10.1145/2739482.2768453","mag":"2062179975"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768453","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 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/A5023718023","display_name":"Ryan J. Urbanowicz","orcid":"https://orcid.org/0000-0002-0487-5555"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan Urbanowicz","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082906145","display_name":"Niranjan Ramanand","orcid":null},"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":"Niranjan Ramanand","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA","Dartmouth College, Hanover NH, USA"],"affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Dartmouth College, Hanover 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/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Moore","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023718023"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82224695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"1029","last_page":"1036"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.988099992275238,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.940500020980835,"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":0.5667064189910889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667064189910889}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768453","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G299099718","display_name":null,"funder_award_id":"LM009012","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"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":24,"referenced_works":["https://openalex.org/W42416252","https://openalex.org/W110238773","https://openalex.org/W120328374","https://openalex.org/W162220251","https://openalex.org/W165654862","https://openalex.org/W1566954139","https://openalex.org/W1591645366","https://openalex.org/W1594781927","https://openalex.org/W1837450639","https://openalex.org/W1900473378","https://openalex.org/W1983789522","https://openalex.org/W1989101984","https://openalex.org/W2009718765","https://openalex.org/W2030963378","https://openalex.org/W2041915825","https://openalex.org/W2045761815","https://openalex.org/W2057951681","https://openalex.org/W2076068014","https://openalex.org/W2098888151","https://openalex.org/W2126964466","https://openalex.org/W2154369084","https://openalex.org/W2161110999","https://openalex.org/W2169107971","https://openalex.org/W2477329842"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"ExSTraCS":[0,33],"is":[1,66],"a":[2,69,115,140,159,168],"powerful":[3],"Michigan-style":[4],"learning":[5,24,117,142],"classifier":[6],"system":[7],"(LCS)":[8],"that":[9,94,126,149,163],"was":[10],"developed":[11],"for":[12,144],"classification,":[13],"prediction,":[14,172],"modeling,":[15],"and":[16,137,173,189],"knowledge":[17],"discovery":[18],"in":[19],"complex":[20],"and/or":[21],"heterogeneous":[22],"supervised":[23,116,141],"problems":[25,38,63,82,148],"with":[26,39,51,73],"clean":[27],"or":[28,57],"noisy":[29],"signals.":[30],"To":[31],"date,":[32],"has":[34,112],"been":[35,114],"limited":[36],"to":[37,67,88,101,120,153,178],"discrete":[40],"endpoints":[41,50],"(i.e.":[42,92],"classes).":[43],"Many":[44],"real":[45],"world":[46],"problems,":[47],"however,":[48],"involve":[49],"continuous":[52,71,90,122,146,170],"values":[53],"(e.g.":[54],"function":[55],"approximation,":[56],"quantitative":[58],"trait":[59],"analyses).":[60],"In":[61,80,132],"some":[62,99],"the":[64,106,187],"goal":[65],"predict":[68,89,93],"specific":[70,169],"value":[72,171],"low":[74],"error":[75],"based":[76],"on":[77],"input":[78,151],"values.":[79],"other":[81],"it":[83],"may":[84],"be":[85],"more":[86],"informative":[87],"intervals":[91,155],"an":[95,175],"endpoint":[96,107,147,154],"falls":[97],"within":[98,105,130,156,194],"range":[100],"define":[102],"meaningful":[103],"thresholds":[104],"continuum).":[108],"Thus":[109],"far,":[110],"there":[111],"not":[113],"LCS":[118],"designed":[119],"handle":[121],"endpoints,":[123],"nor":[124],"one":[125],"incorporates":[127],"interval":[128,165],"predictions":[129,166],"rules.":[131],"this":[133],"paper,":[134],"we":[135,185],"propose":[136],"evaluate":[138],"(1)":[139],"approach":[143,177],"solving":[145],"connects":[150],"states":[152],"rules,":[157],"(2)":[158],"novel":[160],"prediction":[161],"scheme":[162],"converts":[164],"into":[167],"(3)":[174],"alternate":[176],"rule":[179],"subsumption.":[180],"Following":[181],"simulation":[182],"study":[183],"analyses,":[184],"discuss":[186],"benefits":[188],"drawbacks":[190],"of":[191],"these":[192],"implementations":[193],"ExSTraCS.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
