{"id":"https://openalex.org/W3205997458","doi":"https://doi.org/10.1016/j.knosys.2021.107609","title":"Semantic similarity controllers: On the trade-off between accuracy and interpretability","display_name":"Semantic similarity controllers: On the trade-off between accuracy and interpretability","publication_year":2021,"publication_date":"2021-10-21","ids":{"openalex":"https://openalex.org/W3205997458","doi":"https://doi.org/10.1016/j.knosys.2021.107609","mag":"3205997458"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2021.107609","doi":"https://doi.org/10.1016/j.knosys.2021.107609","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.107609","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-b","fnege-4","jufo-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5024343171","display_name":"Jorge Mart\u00ednez-Gil","orcid":"https://orcid.org/0000-0002-5730-7965","observed_orcids":["https://orcid.org/0000-0002-5730-7965"]},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Jorge Martinez-Gil","raw_affiliation_strings":["Software Competence Center Hagenberg GmbH, Softwarepark 32a, 4232 Hagenberg, Austria"],"raw_orcid":"https://orcid.org/0000-0002-5730-7965","affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg GmbH, Softwarepark 32a, 4232 Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108811950","display_name":"Jose Manuel Chaves-Gonzalez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Manuel Chaves-Gonzalez","raw_affiliation_strings":["University of Extremadura - Department of Computer Systems Engineering, Avda. de la Universidad s/n Caceres, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Extremadura - Department of Computer Systems Engineering, Avda. de la Universidad s/n Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024343171"],"corresponding_institution_ids":["https://openalex.org/I4210126338"],"apc_list":{"value":2850,"currency":"USD","value_usd":2850},"apc_paid":null,"fwci":0.8385,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73993431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":97},"biblio":{"volume":"234","issue":null,"first_page":"107609","last_page":"107609"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.31540000438690186,"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/T10028","display_name":"Topic Modeling","score":0.31540000438690186,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.1574999988079071,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.11959999799728394,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/semantic-similarity","display_name":"semantic similarity","score":0.9900000095367432},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.7940000295639038},{"id":"https://openalex.org/keywords/accuracy-interpretability-trade-off","display_name":"accuracy-interpretability trade-off","score":0.9359999895095825},{"id":"https://openalex.org/keywords/pareto-front","display_name":"Pareto front","score":0.9300000071525574},{"id":"https://openalex.org/keywords/multi-objective-evolutionary-algorithms","display_name":"multi-objective evolutionary algorithms","score":0.9940000176429749},{"id":"https://openalex.org/keywords/data-driven-controller-design","display_name":"data-driven controller design","score":0.8759999871253967}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9478638172149658},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7476119995117188},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6582578420639038},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.656987190246582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6325608491897583},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.57802414894104},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5692295432090759},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5141575336456299},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5063365697860718},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4888707995414734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4371246099472046},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42684903740882874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.394233763217926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.373943030834198},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3204222321510315},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23415380716323853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17873388528823853},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2021.107609","doi":"https://doi.org/10.1016/j.knosys.2021.107609","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.107609","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-b","fnege-4","jufo-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W307267756","https://openalex.org/W342285082","https://openalex.org/W597056798","https://openalex.org/W635500860","https://openalex.org/W1197622812","https://openalex.org/W1480428252","https://openalex.org/W1492403673","https://openalex.org/W1495524958","https://openalex.org/W1544309315","https://openalex.org/W1635833350","https://openalex.org/W1659833910","https://openalex.org/W1832641662","https://openalex.org/W1927597696","https://openalex.org/W1977904727","https://openalex.org/W1978660525","https://openalex.org/W1979652651","https://openalex.org/W1989160712","https://openalex.org/W1992176519","https://openalex.org/W2001646999","https://openalex.org/W2016086965","https://openalex.org/W2022421417","https://openalex.org/W2022485595","https://openalex.org/W2031760375","https://openalex.org/W2038420231","https://openalex.org/W2053900989","https://openalex.org/W2067947838","https://openalex.org/W2079325629","https://openalex.org/W2087856536","https://openalex.org/W2092889036","https://openalex.org/W2100935296","https://openalex.org/W2103318667","https://openalex.org/W2104017154","https://openalex.org/W2117805756","https://openalex.org/W2121573754","https://openalex.org/W2121716324","https://openalex.org/W2123457740","https://openalex.org/W2126105956","https://openalex.org/W2132037635","https://openalex.org/W2132885068","https://openalex.org/W2134005047","https://openalex.org/W2142890639","https://openalex.org/W2143381319","https://openalex.org/W2147152072","https://openalex.org/W2153579005","https://openalex.org/W2160088187","https://openalex.org/W2164019165","https://openalex.org/W2165897980","https://openalex.org/W2166777045","https://openalex.org/W2251291469","https://openalex.org/W2286048112","https://openalex.org/W2340679251","https://openalex.org/W2481995907","https://openalex.org/W2493916176","https://openalex.org/W2510493606","https://openalex.org/W2511869391","https://openalex.org/W2534712034","https://openalex.org/W2589657480","https://openalex.org/W2611904779","https://openalex.org/W2758816656","https://openalex.org/W2787560479","https://openalex.org/W2807637204","https://openalex.org/W2884362442","https://openalex.org/W2896457183","https://openalex.org/W2939693712","https://openalex.org/W2950133940","https://openalex.org/W2964922231","https://openalex.org/W3037610916","https://openalex.org/W3096894198","https://openalex.org/W3098100550","https://openalex.org/W6600297719","https://openalex.org/W6600430606","https://openalex.org/W6632750581","https://openalex.org/W6650848045","https://openalex.org/W6719334907","https://openalex.org/W6744677306"],"related_works":["https://openalex.org/W6902096403","https://openalex.org/W6977235218","https://openalex.org/W84858903","https://openalex.org/W3037610916","https://openalex.org/W7100188761","https://openalex.org/W1968194345","https://openalex.org/W3098796096","https://openalex.org/W2463569520","https://openalex.org/W4383176631","https://openalex.org/W2153652827"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-10-25T00:00:00"}