{"id":"https://openalex.org/W2030844347","doi":"https://doi.org/10.1109/tcyb.2014.2331800","title":"A Consistency-Specificity Trade-Off to Select Source Behavior in Information Fusion","display_name":"A Consistency-Specificity Trade-Off to Select Source Behavior in Information Fusion","publication_year":2014,"publication_date":"2014-09-30","ids":{"openalex":"https://openalex.org/W2030844347","doi":"https://doi.org/10.1109/tcyb.2014.2331800","mag":"2030844347","pmid":"https://pubmed.ncbi.nlm.nih.gov/25291804"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2014.2331800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2331800","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01078970","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101870496","display_name":"Fr\u00e9d\u00e9ric Pichon","orcid":"https://orcid.org/0000-0002-9905-5882"},"institutions":[{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Frederic Pichon","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France","Universit\u00e9 d\u2019Artois, B\u00e9thune, France","LGI2A - Laboratoire de G\u00e9nie Informatique et d'Automatique de l'Artois (Universit\u00e9 d'Artois Facult\u00e9 des Sciences appliqu\u00e9es Technoparc Futura\r\n62400 BETHUNE - France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Universit\u00e9 d\u2019Artois, B\u00e9thune, France","institution_ids":["https://openalex.org/I44563897"]},{"raw_affiliation_string":"LGI2A - Laboratoire de G\u00e9nie Informatique et d'Automatique de l'Artois (Universit\u00e9 d'Artois Facult\u00e9 des Sciences appliqu\u00e9es Technoparc Futura\r\n62400 BETHUNE - France)","institution_ids":["https://openalex.org/I44563897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070285963","display_name":"S\u00e9bastien Destercke","orcid":"https://orcid.org/0000-0003-2026-468X"},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210088387","display_name":"Heuristics and Diagnostics for Complex Systems","ror":"https://ror.org/0075hvk77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088387","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Destercke","raw_affiliation_strings":["Centre National de la Recherche Scientifique, UMR 7253 Heudiasyc, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, France","Labex MS2T - Laboratoire d'Excellence 'Ma\u00eetrise des Syst\u00e8mes de Syst\u00e8mes Technologiques' (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex - France)","Heudiasyc - Heuristique et Diagnostic des Syst\u00e8mes Complexes [Compi\u00e8gne] (UTC, CS 60319 - 57 avenue de Landshut - 60203 Compi\u00e8gne cedex - France)"],"affiliations":[{"raw_affiliation_string":"Centre National de la Recherche Scientifique, UMR 7253 Heudiasyc, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, France","institution_ids":["https://openalex.org/I102516824"]},{"raw_affiliation_string":"Labex MS2T - Laboratoire d'Excellence 'Ma\u00eetrise des Syst\u00e8mes de Syst\u00e8mes Technologiques' (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex - France)","institution_ids":["https://openalex.org/I102516824"]},{"raw_affiliation_string":"Heudiasyc - Heuristique et Diagnostic des Syst\u00e8mes Complexes [Compi\u00e8gne] (UTC, CS 60319 - 57 avenue de Landshut - 60203 Compi\u00e8gne cedex - France)","institution_ids":["https://openalex.org/I4210088387","https://openalex.org/I102516824"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070569037","display_name":"Thomas B\u00fcrger","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I4210155958","display_name":"Laboratoire Biologie \u00e0 Grande \u00c9chelle","ror":"https://ror.org/05exke706","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I177483745","https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210091409","https://openalex.org/I4210113668","https://openalex.org/I4210155509","https://openalex.org/I4210155958","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Burger","raw_affiliation_strings":["CEA (iRSTV/BGE), INSERM (U1038), CNRS (FR3425), Universit\u00e9 Grenoble-Alpes, Grenoble, France","BGE - UMR S1038 - Laboratoire de Biologie \u00e0 Grande \u00c9chelle (17, Rue des Martyrs 38054 Grenoble cedex 09 - France)"],"affiliations":[{"raw_affiliation_string":"CEA (iRSTV/BGE), INSERM (U1038), CNRS (FR3425), Universit\u00e9 Grenoble-Alpes, Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I154526488","https://openalex.org/I3020098449","https://openalex.org/I2738703131","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"BGE - UMR S1038 - Laboratoire de Biologie \u00e0 Grande \u00c9chelle (17, Rue des Martyrs 38054 Grenoble cedex 09 - France)","institution_ids":["https://openalex.org/I4210155958"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101870496"],"corresponding_institution_ids":["https://openalex.org/I44563897","https://openalex.org/I59807433"],"apc_list":null,"apc_paid":null,"fwci":3.3947,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93056594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"45","issue":"4","first_page":"598","last_page":"609"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.958899974822998,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.958899974822998,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.958899974822998,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9531999826431274,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.8035913705825806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677331268787384},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.636290431022644},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6021043062210083},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5815042853355408},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5412805080413818},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5190318822860718},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5105739831924438},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4928310215473175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3978995680809021},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1350332498550415}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.8035913705825806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677331268787384},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.636290431022644},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6021043062210083},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5815042853355408},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5412805080413818},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5190318822860718},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5105739831924438},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4928310215473175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3978995680809021},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1350332498550415},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcyb.2014.2331800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2331800","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:25291804","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25291804","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:HAL:hal-01078970v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01078970","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on systems, man, and cybernetics, 2015, 45 (4), pp.598-609. ⟨10.1109/TCYB.2014.2331800⟩","raw_type":"Journal articles"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/35097","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/35097","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article de revue"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01078970v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01078970","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on systems, man, and cybernetics, 2015, 45 (4), pp.598-609. ⟨10.1109/TCYB.2014.2331800⟩","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W25991365","https://openalex.org/W163744316","https://openalex.org/W163785521","https://openalex.org/W205083114","https://openalex.org/W1484449573","https://openalex.org/W1494981048","https://openalex.org/W1572778877","https://openalex.org/W1644534823","https://openalex.org/W1674293248","https://openalex.org/W1880866769","https://openalex.org/W1978222731","https://openalex.org/W1987929427","https://openalex.org/W1998255711","https://openalex.org/W2007406623","https://openalex.org/W2008535418","https://openalex.org/W2009524470","https://openalex.org/W2010365319","https://openalex.org/W2013989226","https://openalex.org/W2017541195","https://openalex.org/W2033166200","https://openalex.org/W2039125701","https://openalex.org/W2049337423","https://openalex.org/W2051882687","https://openalex.org/W2066843515","https://openalex.org/W2068497175","https://openalex.org/W2072348410","https://openalex.org/W2081745870","https://openalex.org/W2085996917","https://openalex.org/W2094486441","https://openalex.org/W2098352249","https://openalex.org/W2098488249","https://openalex.org/W2115448811","https://openalex.org/W2117079761","https://openalex.org/W2130046318","https://openalex.org/W2132696335","https://openalex.org/W2154127879","https://openalex.org/W2161806992","https://openalex.org/W2165990543","https://openalex.org/W2187500401","https://openalex.org/W2403746960","https://openalex.org/W2406470551","https://openalex.org/W2727043143","https://openalex.org/W2797148637","https://openalex.org/W2950765201","https://openalex.org/W4230340509","https://openalex.org/W4255427706","https://openalex.org/W4285719527","https://openalex.org/W4301347335","https://openalex.org/W4392440701","https://openalex.org/W6606663674","https://openalex.org/W6606723084","https://openalex.org/W6678265934","https://openalex.org/W6684033278","https://openalex.org/W6687009395","https://openalex.org/W6739850339","https://openalex.org/W6861908791"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W1603736412","https://openalex.org/W2105887828","https://openalex.org/W2087240539","https://openalex.org/W2062195135","https://openalex.org/W4236520801","https://openalex.org/W2122599759","https://openalex.org/W2136154011","https://openalex.org/W2355579697","https://openalex.org/W2349058089"],"abstract_inverted_index":{"Combining":[0],"pieces":[1],"of":[2,17,46,62,83,87],"information":[3],"provided":[4],"by":[5],"several":[6],"sources":[7,19,47],"without":[8],"or":[9],"with":[10],"little":[11],"prior":[12],"knowledge":[13,89],"about":[14,68],"the":[15,18,31,44,59,65,69,81,96,110],"behavior":[16,45],"is":[20],"an":[21,40],"old":[22],"yet":[23],"still":[24],"important":[25,60,116],"and":[26,53,85,91,107],"rather":[27],"open":[28],"problem":[29],"in":[30],"belief":[32],"function":[33],"theory.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,93],"propose":[39],"approach":[41,112],"to":[42,95],"select":[43],"based":[48],"on":[49,76,104],"a":[50,88],"very":[51],"general":[52],"expressive":[54],"fusion":[55,98,118],"scheme,":[56],"that":[57,79,92,109],"has":[58],"advantage":[61],"making":[63],"clear":[64],"assumptions":[66],"made":[67],"sources.":[70],"The":[71],"selection":[72],"process":[73],"itself":[74],"relies":[75],"two":[77],"cornerstones":[78],"are":[80],"notions":[82],"specificity":[84],"consistency":[86],"representation,":[90],"adapt":[94],"considered":[97],"scheme.":[99],"We":[100],"illustrate":[101],"our":[102],"proposal":[103],"different":[105],"examples":[106],"show":[108],"proposed":[111],"actually":[113],"encompasses":[114],"some":[115],"existing":[117],"strategies.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}