{"id":"https://openalex.org/W2333660082","doi":"https://doi.org/10.1051/ro/2015044","title":"Fuzzy prediction strategies for gene-environment networks \u2013 Fuzzy regression analysis for two-modal regulatory systems","display_name":"Fuzzy prediction strategies for gene-environment networks \u2013 Fuzzy regression analysis for two-modal regulatory systems","publication_year":2015,"publication_date":"2015-10-05","ids":{"openalex":"https://openalex.org/W2333660082","doi":"https://doi.org/10.1051/ro/2015044","mag":"2333660082"},"language":"en","primary_location":{"id":"doi:10.1051/ro/2015044","is_oa":false,"landing_page_url":"https://doi.org/10.1051/ro/2015044","pdf_url":null,"source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11511/57454","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047476002","display_name":"Erik Kropat","orcid":"https://orcid.org/0000-0002-0551-9747"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Erik Kropat","raw_affiliation_strings":["Institute for Applied Computer Science, Universit\u00e4t der Bundeswehr M\u00fcnchen, 85577 Neubiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Computer Science, Universit\u00e4t der Bundeswehr M\u00fcnchen, 85577 Neubiberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020777850","display_name":"Ay\u015fe \u00d6zmen","orcid":"https://orcid.org/0000-0003-3393-3619"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ay\u015fe \u00d6zmen","raw_affiliation_strings":["Institute of Applied Mathematics, Middle East Technical University, 06531 Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Mathematics, Middle East Technical University, 06531 Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070641581","display_name":"Gerhard\u2010Wilhelm Weber","orcid":"https://orcid.org/0000-0003-0849-7771"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gerhard-Wilhelm Weber","raw_affiliation_strings":["Institute of Applied Mathematics, Middle East Technical University, 06531 Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Mathematics, Middle East Technical University, 06531 Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003211562","display_name":"Silja Meyer-Nieberg","orcid":"https://orcid.org/0000-0002-2110-7902"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silja Meyer-Nieberg","raw_affiliation_strings":["Institute for Theoretical Computer Science, Mathematics and Operations Research, Universit\u00e4t der Bundeswehr M\u00fcnchen, 85577 Neubiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Theoretical Computer Science, Mathematics and Operations Research, Universit\u00e4t der Bundeswehr M\u00fcnchen, 85577 Neubiberg, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073059804","display_name":"\u00d6zlem Defterli","orcid":"https://orcid.org/0000-0003-0918-9834"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ozlem Defterli","raw_affiliation_strings":["Faculty of Arts and Sciences, Department of Mathematics and Computer Science,\u00c7ankaya University, 06810 Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Arts and Sciences, Department of Mathematics and Computer Science,\u00c7ankaya University, 06810 Ankara, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047476002"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3019,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.63634675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"50","issue":"2","first_page":"413","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9991999864578247,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9991999864578247,"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":0.986299991607666,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9678999781608582,"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/vagueness","display_name":"Vagueness","score":0.681188702583313},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.633857250213623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981975793838501},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5431302189826965},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5387073755264282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5224929451942444},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5081367492675781},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4657474458217621},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4574759006500244},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4533906579017639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4025682806968689},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33775538206100464},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1055016815662384}],"concepts":[{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.681188702583313},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.633857250213623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981975793838501},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5431302189826965},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5387073755264282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5224929451942444},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5081367492675781},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4657474458217621},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4574759006500244},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4533906579017639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4025682806968689},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33775538206100464},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1055016815662384},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1051/ro/2015044","is_oa":false,"landing_page_url":"https://doi.org/10.1051/ro/2015044","pdf_url":null,"source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:numdam.org:RO_2016__50_2_413_0","is_oa":false,"landing_page_url":"https://www.numdam.org/articles/10.1051/ro/2015044/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402264","display_name":"French digital mathematics library (Numdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I70900168","host_organization_name":"Universit\u00e9 Savoie Mont Blanc","host_organization_lineage":["https://openalex.org/I70900168"],"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":"Text"},{"id":"pmh:oai:open.metu.edu.tr:11511/57454","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/57454","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:open.metu.edu.tr:11511/57454","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/57454","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W50865737","https://openalex.org/W80969025","https://openalex.org/W174778293","https://openalex.org/W645449947","https://openalex.org/W1480376833","https://openalex.org/W1586493527","https://openalex.org/W1898259180","https://openalex.org/W1966862134","https://openalex.org/W1971117452","https://openalex.org/W1985266527","https://openalex.org/W1986424290","https://openalex.org/W1991823143","https://openalex.org/W2013032963","https://openalex.org/W2016520759","https://openalex.org/W2034494306","https://openalex.org/W2041764623","https://openalex.org/W2046307773","https://openalex.org/W2046989272","https://openalex.org/W2056611606","https://openalex.org/W2060943133","https://openalex.org/W2070338099","https://openalex.org/W2077159166","https://openalex.org/W2091706115","https://openalex.org/W2112821883","https://openalex.org/W2156237931","https://openalex.org/W2255158931","https://openalex.org/W2323966218","https://openalex.org/W2327691785","https://openalex.org/W2337840396","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2030388591","https://openalex.org/W2145759443","https://openalex.org/W2349924039","https://openalex.org/W4246307335","https://openalex.org/W4295768342","https://openalex.org/W2105904143","https://openalex.org/W32657058","https://openalex.org/W2135592048","https://openalex.org/W297822718","https://openalex.org/W1548153549"],"abstract_inverted_index":{"Target-environment":[0],"networks":[1,20,26,65,131],"provide":[2],"a":[3,93,163],"conceptual":[4],"framework":[5],"for":[6,155],"the":[7,45,60,79,85,99,104,112,126,143],"analysis":[8],"and":[9,42,68,122,132,142,165],"prediction":[10],"of":[11,28,32,44,62,84,92,98,111,129,137,145,157],"complex":[12],"regulatory":[13,47,86,100],"systems":[14],"such":[15],"as":[16],"genetic":[17],"networks,":[18],"eco-finance":[19],"or":[21],"sensor-target":[22],"assignments.":[23],"These":[24],"evolving":[25],"consist":[27],"two":[29],"major":[30],"groups":[31],"entities":[33,83],"that":[34],"are":[35,74,120,140],"interacting":[36],"by":[37],"unknown":[38],"relationships.":[39],"The":[40,76,96,159],"structure":[41],"dynamics":[43],"hidden":[46],"system":[48,101],"have":[49],"to":[50,125,168],"be":[51],"revealed":[52],"from":[53,103,117],"uncertain":[54,133],"measurement":[55],"data.":[56,134],"In":[57],"this":[58],"paper,":[59],"concept":[61],"fuzzy":[63,70,94,106,113,118,138],"target-environment":[64,130],"is":[66,88,147,153],"introduced":[67],"various":[69],"possibilistic":[71],"regression":[72,119],"models":[73],"presented.":[75],"relation":[77],"between":[78],"targets":[80],"and/or":[81],"environmental":[82],"network":[87],"given":[89],"in":[90],"terms":[91],"model.":[95],"vagueness":[97],"results":[102],"(unknown)":[105],"coefficients.":[107],"For":[108],"an":[109,166],"identification":[110],"coefficients\u2019":[114],"shape,":[115],"methods":[116],"adapted":[121],"made":[123],"applicable":[124],"bi-level":[127],"situation":[128],"Various":[135],"shapes":[136],"coefficients":[139],"considered":[141],"control":[144],"outliers":[146],"discussed.":[148],"A":[149],"first":[150],"numerical":[151],"example":[152],"presented":[154],"purposes":[156],"illustration.":[158],"paper":[160],"ends":[161],"with":[162],"conclusion":[164],"outlook":[167],"future":[169],"studies.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
