{"id":"https://openalex.org/W2162521170","doi":"https://doi.org/10.1109/ijcnn.2005.1555825","title":"Feedback linearization using neural networks applied to advanced pharmacodynamic and pharmacogenomic systems","display_name":"Feedback linearization using neural networks applied to advanced pharmacodynamic and pharmacogenomic systems","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W2162521170","doi":"https://doi.org/10.1109/ijcnn.2005.1555825","mag":"2162521170"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1555825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1555825","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5078123491","display_name":"Alexandru George Floares","orcid":"https://orcid.org/0000-0001-9387-6703"},"institutions":[{"id":"https://openalex.org/I4210100616","display_name":"Institute of Oncology Prof. Dr. Ion Chiricuta","ror":"https://ror.org/00nrbsf87","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210100616"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"A. Floares","raw_affiliation_strings":["Oncological Institute Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Oncological Institute Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I4210100616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078123491"],"corresponding_institution_ids":["https://openalex.org/I4210100616"],"apc_list":null,"apc_paid":null,"fwci":2.7305,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88228056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2","issue":null,"first_page":"173","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.989300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.989300012588501,"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/T11178","display_name":"Receptor Mechanisms and Signaling","score":0.9850999712944031,"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/T11236","display_name":"Control Systems and Identification","score":0.970300018787384,"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/feedback-linearization","display_name":"Feedback linearization","score":0.7317748069763184},{"id":"https://openalex.org/keywords/linearization","display_name":"Linearization","score":0.6549906730651855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232883930206299},{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.5337646007537842},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4938886761665344},{"id":"https://openalex.org/keywords/pharmacogenomics","display_name":"Pharmacogenomics","score":0.4662408232688904},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4482307434082031},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4321478605270386},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.41389399766921997},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.34184426069259644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28398069739341736},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.26315388083457947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19192081689834595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12119948863983154},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10320982336997986},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.07023617625236511}],"concepts":[{"id":"https://openalex.org/C85736874","wikidata":"https://www.wikidata.org/wiki/Q672139","display_name":"Feedback linearization","level":3,"score":0.7317748069763184},{"id":"https://openalex.org/C11210021","wikidata":"https://www.wikidata.org/wiki/Q1520713","display_name":"Linearization","level":3,"score":0.6549906730651855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232883930206299},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.5337646007537842},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4938886761665344},{"id":"https://openalex.org/C170734499","wikidata":"https://www.wikidata.org/wiki/Q1152227","display_name":"Pharmacogenomics","level":2,"score":0.4662408232688904},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4482307434082031},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4321478605270386},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.41389399766921997},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.34184426069259644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28398069739341736},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26315388083457947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19192081689834595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12119948863983154},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10320982336997986},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.07023617625236511},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1555825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1555825","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W191295401","https://openalex.org/W1499219562","https://openalex.org/W1564049492","https://openalex.org/W1565298005","https://openalex.org/W1665200104","https://openalex.org/W1855258198","https://openalex.org/W1984481057","https://openalex.org/W2011743708","https://openalex.org/W2020233726","https://openalex.org/W2049316380","https://openalex.org/W2107065429","https://openalex.org/W2136492299","https://openalex.org/W2143198897","https://openalex.org/W2480466982","https://openalex.org/W2617002364","https://openalex.org/W4292872153","https://openalex.org/W6607871574"],"related_works":["https://openalex.org/W1998462347","https://openalex.org/W2349527210","https://openalex.org/W1818205321","https://openalex.org/W1836713364","https://openalex.org/W2141603307","https://openalex.org/W4300511988","https://openalex.org/W2131265573","https://openalex.org/W2899783744","https://openalex.org/W2317650444","https://openalex.org/W130230158"],"abstract_inverted_index":{"Pharmacological":[0],"modeling":[1],"is":[2,24,37,75,124],"developing":[3],"from":[4],"an":[5],"empirical":[6],"discipline":[7],"into":[8],"a":[9,21,47,91,129],"mechanistic":[10],"science.":[11],"Also,":[12],"new":[13],"and":[14,52,139],"important":[15],"fields":[16],"like":[17],"pharmacogenomics":[18],"appeared.":[19],"As":[20],"consequence,":[22],"pharmacology":[23],"dealing":[25],"with":[26],"high":[27],"dimensional,":[28],"nonlinear,":[29],"control":[30],"systems.":[31],"The":[32,80],"intent":[33],"of":[34,50,63,90,106,120,133,143],"this":[35,42,100,123],"paper":[36],"to":[38,110],"show":[39],"that":[40],"all":[41],"systems,":[43],"being":[44],"based":[45],"on":[46],"limited":[48],"array":[49],"mechanisms":[51],"having":[53],"some":[54],"structural":[55],"peculiarities,":[56],"are":[57,137],"good":[58],"candidate":[59],"for":[60],"the":[61,88,104,107,114,118,125],"application":[62],"feedback":[64,73],"linearization":[65,74],"techniques,":[66],"using":[67],"neural":[68,144],"networks.":[69],"Unlike":[70],"Jacobian":[71],"linearization,":[72],"not":[76],"only":[77],"locally":[78],"valid.":[79],"proposed":[81],"protocol":[82],"can":[83],"be":[84],"applied":[85],"even":[86],"without":[87],"aid":[89],"mathematical":[92],"model.":[93],"A":[94],"drug":[95],"dosage":[96],"regimen,":[97],"established":[98],"in":[99,141],"way,":[101],"will":[102],"determine":[103],"output":[105],"pharmacological":[108,135],"system":[109],"track":[111],"very":[112,130],"well":[113],"therapeutic":[115],"objective.":[116],"To":[117],"best":[119],"author's":[121],"knowledge,":[122],"first":[126],"time":[127],"when":[128],"large":[131],"class":[132],"complex":[134],"problems":[136],"formulated":[138],"solved":[140],"terms":[142],"network":[145],"control.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
