{"id":"https://openalex.org/W2749840038","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015481","title":"Genetic programming based Choquet integral for multi-source fusion","display_name":"Genetic programming based Choquet integral for multi-source fusion","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2749840038","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015481","mag":"2749840038"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5053742972","display_name":"Ryan E. Simth","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan E. Simth","raw_affiliation_strings":["Mississippi State University, Mississippi State, MS, US"],"affiliations":[{"raw_affiliation_string":"Mississippi State University, Mississippi State, MS, US","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076164452","display_name":"Derek T. Anderson","orcid":"https://orcid.org/0000-0003-4909-029X"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derek T. Anderson","raw_affiliation_strings":["Electrical and Computer Engineering, Mississippi State University, MS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079676776","display_name":"Alina Zare","orcid":"https://orcid.org/0000-0002-4847-7604"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alina Zare","raw_affiliation_strings":["Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081134905","display_name":"John E. Ball","orcid":"https://orcid.org/0000-0002-6774-4851"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John E. Ball","raw_affiliation_strings":["Electrical and Computer Engineering, Mississippi State University, MS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078308260","display_name":"Brandon Smock","orcid":"https://orcid.org/0009-0002-7002-0800"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Smock","raw_affiliation_strings":["Electrical and Computer Engineering, University of Missouri, MO, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, MO, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069761681","display_name":"Josh R. Fairley","orcid":null},"institutions":[{"id":"https://openalex.org/I87303767","display_name":"U.S. Army Engineer Research and Development Center","ror":"https://ror.org/027mhn368","country_code":"US","type":"facility","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1306490931","https://openalex.org/I1330347796","https://openalex.org/I87303767"]},{"id":"https://openalex.org/I4210141313","display_name":"Geotechnical and Structures Laboratory","ror":"https://ror.org/04cyj6y78","country_code":"US","type":"facility","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1306490931","https://openalex.org/I1330347796","https://openalex.org/I4210141313","https://openalex.org/I87303767"]},{"id":"https://openalex.org/I4210088792","display_name":"United States Army","ror":"https://ror.org/00afsp483","country_code":"US","type":"funder","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210088792"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh R Fairley","raw_affiliation_strings":["U.S. Army Engineer Research & Development Center, Geotechnical & Structures Laboratory, Vicksburg, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Army Engineer Research & Development Center, Geotechnical & Structures Laboratory, Vicksburg, USA","institution_ids":["https://openalex.org/I4210141313","https://openalex.org/I87303767","https://openalex.org/I4210088792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028217189","display_name":"Stacy E. Howington","orcid":"https://orcid.org/0000-0002-6921-2496"},"institutions":[{"id":"https://openalex.org/I87303767","display_name":"U.S. Army Engineer Research and Development Center","ror":"https://ror.org/027mhn368","country_code":"US","type":"facility","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1306490931","https://openalex.org/I1330347796","https://openalex.org/I87303767"]},{"id":"https://openalex.org/I4210141313","display_name":"Geotechnical and Structures Laboratory","ror":"https://ror.org/04cyj6y78","country_code":"US","type":"facility","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1306490931","https://openalex.org/I1330347796","https://openalex.org/I4210141313","https://openalex.org/I87303767"]},{"id":"https://openalex.org/I4210088792","display_name":"United States Army","ror":"https://ror.org/00afsp483","country_code":"US","type":"funder","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210088792"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stacy E Howington","raw_affiliation_strings":["U.S. Army Engineer Research & Development Center, Geotechnical & Structures Laboratory, Vicksburg, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Army Engineer Research & Development Center, Geotechnical & Structures Laboratory, Vicksburg, USA","institution_ids":["https://openalex.org/I4210141313","https://openalex.org/I87303767","https://openalex.org/I4210088792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053742972"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":1.55,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8482869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9454","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/choquet-integral","display_name":"Choquet integral","score":0.7518830299377441},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6033376455307007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5871436595916748},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.48724403977394104},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4498818516731262},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4452817142009735},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43558263778686523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42107492685317993},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41757017374038696},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37822023034095764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3467048108577728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33546966314315796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2069336473941803},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10528874397277832}],"concepts":[{"id":"https://openalex.org/C112799922","wikidata":"https://www.wikidata.org/wiki/Q5104911","display_name":"Choquet integral","level":3,"score":0.7518830299377441},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6033376455307007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871436595916748},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48724403977394104},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4498818516731262},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4452817142009735},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43558263778686523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42107492685317993},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41757017374038696},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37822023034095764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3467048108577728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33546966314315796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2069336473941803},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10528874397277832},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2017.8015481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W223824058","https://openalex.org/W657067832","https://openalex.org/W1592572926","https://openalex.org/W1905771608","https://openalex.org/W1986968783","https://openalex.org/W2017449401","https://openalex.org/W2030931924","https://openalex.org/W2102433694","https://openalex.org/W2115998893","https://openalex.org/W2130945052","https://openalex.org/W2137693473","https://openalex.org/W2172928631","https://openalex.org/W2304202652","https://openalex.org/W2346677474","https://openalex.org/W2346856791","https://openalex.org/W2469136751","https://openalex.org/W2558299738","https://openalex.org/W2559671899","https://openalex.org/W3043771091","https://openalex.org/W6679625083","https://openalex.org/W6698286885","https://openalex.org/W6704733583","https://openalex.org/W6705112538"],"related_works":["https://openalex.org/W4213046089","https://openalex.org/W1541916863","https://openalex.org/W2042690472","https://openalex.org/W2110605196","https://openalex.org/W2359864538","https://openalex.org/W4241523039","https://openalex.org/W2036267305","https://openalex.org/W2761247866","https://openalex.org/W2360028903","https://openalex.org/W4280543773"],"abstract_inverted_index":{"While":[0],"the":[1,34,63,89,109,118,126],"Choquet":[2],"integral":[3],"(Chi)":[4],"is":[5,17,59,84,115,149],"a":[6,19,27,37,55,103],"powerful":[7],"parametric":[8],"nonlinear":[9],"aggregation":[10,153],"function,":[11],"it":[12],"has":[13],"limited":[14],"scope":[15,35],"and":[16,111,133,163],"not":[18],"universal":[20],"function":[21],"generator.":[22],"Herein,":[23,54],"we":[24,41,107],"focus":[25],"on":[26],"class":[28],"of":[29,36,49,73,75,80,129,158],"problems":[30],"that":[31,147],"are":[32,42,122],"outside":[33],"single":[38],"Chi.":[39],"Namely,":[40],"interested":[43],"in":[44,71,102,151],"tasks":[45],"where":[46],"different":[47,52,90,156],"subsets":[48,157],"inputs":[50,159],"require":[51],"Chls.":[53,81],"genetic":[56,94],"program":[57],"(GF)":[58],"used":[60],"to":[61,66,87,117],"extend":[62],"Chi,":[64],"referred":[65],"as":[67],"GpChI":[68,101],"hereafter,":[69],"specifically":[70],"terms":[72],"compositions":[74],"Chls":[76,92],"and/or":[77],"arithmetic":[78],"combinations":[79],"An":[82],"algorithm":[83,95],"put":[85],"forth":[86],"leam":[88],"GP":[91],"via":[93],"(GA)":[96],"optimization.":[97],"Synthetic":[98],"experiments":[99,121,145],"demonstrate":[100],"controlled":[104],"fashion,":[105],"i.e.,":[106],"know":[108],"answer":[110],"can":[112],"compare":[113],"what":[114],"learned":[116],"truth.":[119],"Real-world":[120],"also":[123],"provided":[124],"for":[125,138],"mult-sensor":[127],"fusion":[128,144],"electromagnetic":[130],"induction":[131],"(EMI)":[132],"ground":[134],"penetrating":[135],"radar":[136],"(GPR)":[137],"explosive":[139],"hazard":[140],"detection.":[141],"Our":[142],"mutli-sensor":[143],"show":[146],"there":[148],"utility":[150],"changing":[152],"strategy":[154],"per":[155],"(sensors":[160],"or":[161],"algorithms)":[162],"fusing":[164],"those":[165],"results.":[166]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
