{"id":"https://openalex.org/W2085549969","doi":"https://doi.org/10.1155/2007/71859","title":"Neural Systems with Numerically Matched Input-Output Statistic: Isotonic Bivariate Statistical Modeling","display_name":"Neural Systems with Numerically Matched Input-Output Statistic: Isotonic Bivariate Statistical Modeling","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2085549969","doi":"https://doi.org/10.1155/2007/71859","mag":"2085549969","pmid":"https://pubmed.ncbi.nlm.nih.gov/18566641"},"language":"en","primary_location":{"id":"doi:10.1155/2007/71859","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2007/71859","pdf_url":"https://downloads.hindawi.com/journals/cin/2007/071859.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2007/071859.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079056700","display_name":"Simone Fiori","orcid":"https://orcid.org/0000-0001-5964-7464"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Fiori","raw_affiliation_strings":["Dipartimento di Elettronica, Intelligenza Artificiale e Telecomunicazioni, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy. fiori@deit.univpm.it","Dipartimento di Elettronica Intelligenza Artificiale e Telecomunicazioni, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Intelligenza Artificiale e Telecomunicazioni, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy. fiori@deit.univpm.it","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Elettronica Intelligenza Artificiale e Telecomunicazioni, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079056700"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.9684,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82366251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2007","issue":null,"first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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/T11236","display_name":"Control Systems and Identification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7697558403015137},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.717965841293335},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6938105821609497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5465800166130066},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5295810699462891},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.5043631792068481},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4827122390270233},{"id":"https://openalex.org/keywords/bivariate-data","display_name":"Bivariate data","score":0.4404577612876892},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4224860370159149},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4182564318180084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32867759466171265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3050239086151123},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19367241859436035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17224499583244324}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7697558403015137},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.717965841293335},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6938105821609497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5465800166130066},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5295810699462891},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.5043631792068481},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4827122390270233},{"id":"https://openalex.org/C148264743","wikidata":"https://www.wikidata.org/wiki/Q4919224","display_name":"Bivariate data","level":3,"score":0.4404577612876892},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4224860370159149},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4182564318180084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32867759466171265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3050239086151123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19367241859436035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17224499583244324},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1155/2007/71859","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2007/71859","pdf_url":"https://downloads.hindawi.com/journals/cin/2007/071859.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:18566641","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18566641","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.283.1947","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.283.1947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/02/70/Comput_Intell_Neurosci_2007_Jul_12_2007_71859.tar.gz","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:4286eb9328e34d969cf6a232d0149871","is_oa":false,"landing_page_url":"https://doaj.org/article/4286eb9328e34d969cf6a232d0149871","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Computational Intelligence and Neuroscience, Vol 2007 (2007)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:65bfddd232524b1cb872e4c51f152117","is_oa":false,"landing_page_url":"https://doaj.org/article/65bfddd232524b1cb872e4c51f152117","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Computational Intelligence and Neuroscience, Vol 2007 (2007)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2007/71859","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2007/71859","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"},{"id":"pmh:oai:iris.univpm.it:11566/33974","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/33974","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2275048","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2275048","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2007/71859","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2007/71859","pdf_url":"https://downloads.hindawi.com/journals/cin/2007/071859.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2085549969.pdf","grobid_xml":"https://content.openalex.org/works/W2085549969.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W204885769","https://openalex.org/W231122270","https://openalex.org/W1509327569","https://openalex.org/W1536484404","https://openalex.org/W1624804034","https://openalex.org/W1804536132","https://openalex.org/W1866403196","https://openalex.org/W1972485741","https://openalex.org/W1975405479","https://openalex.org/W1997750495","https://openalex.org/W2006776897","https://openalex.org/W2011857639","https://openalex.org/W2019575783","https://openalex.org/W2023969963","https://openalex.org/W2032578483","https://openalex.org/W2040943334","https://openalex.org/W2044758663","https://openalex.org/W2060054927","https://openalex.org/W2068549401","https://openalex.org/W2074931146","https://openalex.org/W2078991252","https://openalex.org/W2084361475","https://openalex.org/W2085859886","https://openalex.org/W2101424588","https://openalex.org/W2104171292","https://openalex.org/W2108349505","https://openalex.org/W2113023987","https://openalex.org/W2114412382","https://openalex.org/W2115176304","https://openalex.org/W2119871260","https://openalex.org/W2121369112","https://openalex.org/W2130836428","https://openalex.org/W2146792286","https://openalex.org/W2148319325","https://openalex.org/W2148839232","https://openalex.org/W2149279599","https://openalex.org/W2156267802","https://openalex.org/W2167709189","https://openalex.org/W2169388387","https://openalex.org/W2174160981","https://openalex.org/W2176494706","https://openalex.org/W2800505917","https://openalex.org/W3136726919","https://openalex.org/W4251735453"],"related_works":["https://openalex.org/W2474319518","https://openalex.org/W2513577153","https://openalex.org/W2513280345","https://openalex.org/W89977309","https://openalex.org/W4232399475","https://openalex.org/W1575790908","https://openalex.org/W3122841410","https://openalex.org/W2901858382","https://openalex.org/W2150332776","https://openalex.org/W2060480178"],"abstract_inverted_index":{"Bivariate":[0],"statistical":[1,9,68,83,98],"modeling":[2,69,99,169],"from":[3],"incomplete":[4],"data":[5,19,23,46,61,77,119,161],"is":[6,70,78,106,130,133],"a":[7,101,142],"useful":[8,71],"tool":[10],"that":[11,105,131],"allows":[12],"to":[13,80,93,108,113],"discover":[14],"the":[15,22,25,41,44,56,60,73,86,89,95,114,117,125,164,167],"model":[16],"underlying":[17,88],"two":[18,26,45],"sets":[20,27,47,62],"when":[21,40,59,72],"in":[24,31,34,55],"do":[28,48],"not":[29,49],"correspond":[30],"size":[32],"nor":[33],"ordering.":[35],"Such":[36],"situation":[37],"may":[38],"occur":[39],"sizes":[42],"of":[43,75,85,97,116,124,146,152,166],"match":[50,109],"(i.e.,":[51],"there":[52],"are":[53],"\"holes\"":[54],"data)":[57],"or":[58],"have":[63],"been":[64],"acquired":[65],"independently.":[66],"Also,":[67],"amount":[74],"available":[76,118],"enough":[79],"show":[81],"relevant":[82],"features":[84,165],"phenomenon":[87],"data.":[90],"We":[91],"propose":[92],"tackle":[94],"problem":[96],"via":[100],"neural":[102,138,148],"(nonlinear)":[103],"system":[104],"able":[107],"its":[110],"input-output":[111],"statistic":[112,115],"sets.":[120],"A":[121,150],"key":[122],"point":[123],"new":[126],"implementation":[127],"proposed":[128,168],"here":[129],"it":[132],"based":[134],"on":[135,156],"look-up-table":[136],"(LUT)":[137],"systems,":[139],"which":[140],"guarantee":[141],"computationally":[143],"advantageous":[144],"way":[145],"implementing":[147],"systems.":[149],"number":[151],"numerical":[153],"experiments,":[154],"performed":[155],"both":[157],"synthetic":[158],"and":[159],"real-world":[160],"sets,":[162],"illustrate":[163],"procedure.":[170]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}