{"id":"https://openalex.org/W2187691308","doi":"https://doi.org/10.1109/biocas.2015.7348280","title":"Evolutionary optimization of user intent recognition for transfemoral amputees","display_name":"Evolutionary optimization of user intent recognition for transfemoral amputees","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2187691308","doi":"https://doi.org/10.1109/biocas.2015.7348280","mag":"2187691308"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2015.7348280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032998598","display_name":"Gholamreza Khademi","orcid":"https://orcid.org/0000-0002-3073-2734"},"institutions":[{"id":"https://openalex.org/I102607778","display_name":"Cleveland State University","ror":"https://ror.org/002tx1f22","country_code":"US","type":"education","lineage":["https://openalex.org/I102607778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gholamreza Khademi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I102607778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078217579","display_name":"Hanieh Mohammadi","orcid":"https://orcid.org/0000-0001-7038-2997"},"institutions":[{"id":"https://openalex.org/I4210098101","display_name":"Cleveland FES Center","ror":"https://ror.org/00ysy8y40","country_code":"US","type":"other","lineage":["https://openalex.org/I4210098101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanieh Mohammadi","raw_affiliation_strings":["Motion Study Laboratory, Cleveland VA Medical Center, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Motion Study Laboratory, Cleveland VA Medical Center, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I4210098101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019862542","display_name":"Dan Simon","orcid":"https://orcid.org/0000-0002-1289-4000"},"institutions":[{"id":"https://openalex.org/I102607778","display_name":"Cleveland State University","ror":"https://ror.org/002tx1f22","country_code":"US","type":"education","lineage":["https://openalex.org/I102607778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Simon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I102607778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065987332","display_name":"Elizabeth C. Hardin","orcid":"https://orcid.org/0009-0000-5665-5186"},"institutions":[{"id":"https://openalex.org/I102607778","display_name":"Cleveland State University","ror":"https://ror.org/002tx1f22","country_code":"US","type":"education","lineage":["https://openalex.org/I102607778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth C. Hardin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I102607778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.7804,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9902318,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9538000226020813,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/gait","display_name":"Gait","score":0.7399418950080872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7018356323242188},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6944234371185303},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5912139415740967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5281612277030945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5245078802108765},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.519548237323761},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5143157243728638},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.46760880947113037},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.45729008316993713},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3278788924217224},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20534676313400269},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.14854994416236877}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7399418950080872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7018356323242188},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6944234371185303},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5912139415740967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5281612277030945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5245078802108765},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.519548237323761},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5143157243728638},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.46760880947113037},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.45729008316993713},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3278788924217224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20534676313400269},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.14854994416236877},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/biocas.2015.7348280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:engagedscholarship.csuohio.edu:enece_facpub-1339","is_oa":false,"landing_page_url":"https://engagedscholarship.csuohio.edu/enece_facpub/330","pdf_url":null,"source":{"id":"https://openalex.org/S4306400889","display_name":"EngagedScholarship @ Cleveland State University (Cleveland State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102607778","host_organization_name":"Cleveland State University","host_organization_lineage":["https://openalex.org/I102607778"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W164136997","https://openalex.org/W1663973292","https://openalex.org/W1907888696","https://openalex.org/W1991401536","https://openalex.org/W2039824374","https://openalex.org/W2042858731","https://openalex.org/W2050578981","https://openalex.org/W2093609443","https://openalex.org/W2100495367","https://openalex.org/W2118088779","https://openalex.org/W2126891917","https://openalex.org/W2134208106","https://openalex.org/W2139044388","https://openalex.org/W2143661416","https://openalex.org/W2144910137","https://openalex.org/W2169921946","https://openalex.org/W2282355089","https://openalex.org/W2398855487","https://openalex.org/W3023169168","https://openalex.org/W4293088387"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2790560349","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995"],"abstract_inverted_index":{"Lower-limb":[0],"prosthetic":[1],"legs":[2],"help":[3],"amputees":[4],"regain":[5],"their":[6],"walking":[7,84],"ability.":[8],"User":[9],"intent":[10,52],"recognition":[11],"is":[12,42],"utilized":[13],"to":[14],"infer":[15],"human":[16],"gait":[17,34],"mode":[18],"(fast":[19],"walk,":[20,22],"slow":[21],"etc.)":[23],"so":[24],"the":[25,32],"controller":[26],"can":[27],"be":[28],"adjusted":[29],"depending":[30],"on":[31],"detected":[33],"mode.":[35],"In":[36],"this":[37],"paper,":[38],"mechanical":[39],"sensor":[40],"data":[41],"collected":[43],"from":[44],"an":[45,71,87],"able-bodied":[46],"subject":[47],"and":[48,61,68],"used":[49],"for":[50,74],"user":[51],"recognition.":[53],"Feature":[54],"extraction,":[55],"principal":[56],"component":[57],"analysis,":[58,60],"correlation":[59],"K-nearest":[62],"neighbor":[63],"methods":[64],"are":[65],"used,":[66],"modified,":[67],"optimized":[69,78],"with":[70,86],"evolutionary":[72],"algorithm":[73],"improved":[75],"performance.":[76],"The":[77],"system":[79],"successfully":[80],"classifies":[81],"four":[82],"different":[83],"modes":[85],"accuracy":[88],"of":[89],"96%.":[90]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}