{"id":"https://openalex.org/W2588574667","doi":"https://doi.org/10.1109/ssci.2016.7850241","title":"Bacterial memetic algorithm based feature selection for surface EMG based hand motion recognition in long-term use","display_name":"Bacterial memetic algorithm based feature selection for surface EMG based hand motion recognition in long-term use","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2588574667","doi":"https://doi.org/10.1109/ssci.2016.7850241","mag":"2588574667"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2016.7850241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5045025939","display_name":"Dalin Zhou","orcid":"https://orcid.org/0000-0003-2363-9125"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dalin Zhou","raw_affiliation_strings":["Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103126102","display_name":"Yinfeng Fang","orcid":"https://orcid.org/0000-0001-5794-8925"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yinfeng Fang","raw_affiliation_strings":["Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046625768","display_name":"J\u00e1nos Botzheim","orcid":"https://orcid.org/0000-0002-7838-6148"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Janos Botzheim","raw_affiliation_strings":["Graduate School of System Design, Tokyo Metropolitan University, Tokyo, Japan","Graduate School of System Design Tokyo Metropolitan University 6-6 Asahigaoka, Hino, Tokyo, 191-0065, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of System Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]},{"raw_affiliation_string":"Graduate School of System Design Tokyo Metropolitan University 6-6 Asahigaoka, Hino, Tokyo, 191-0065, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074076109","display_name":"Naoyuki Kubota","orcid":"https://orcid.org/0000-0001-8829-037X"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoyuki Kubota","raw_affiliation_strings":["Graduate School of System Design, Tokyo Metropolitan University, Tokyo, Japan","Graduate School of System Design Tokyo Metropolitan University 6-6 Asahigaoka, Hino, Tokyo, 191-0065, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of System Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]},{"raw_affiliation_string":"Graduate School of System Design Tokyo Metropolitan University 6-6 Asahigaoka, Hino, Tokyo, 191-0065, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085867312","display_name":"Honghai Liu","orcid":"https://orcid.org/0000-0002-2880-4698"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Honghai Liu","raw_affiliation_strings":["Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, University of Portsmouth, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"Intelligent Systems & Biomedical Robotics Group, School of Computing University of Portsmouth Portsmouth PO1 3HE, UK","institution_ids":["https://openalex.org/I63072094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045025939"],"corresponding_institution_ids":["https://openalex.org/I63072094"],"apc_list":null,"apc_paid":null,"fwci":1.0256,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.77592445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.7721967697143555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7355431318283081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7135279178619385},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.705703854560852},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6770321130752563},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6435798406600952},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5830292701721191},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5461021065711975},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5383480787277222},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4392291009426117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.351380854845047},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.20339983701705933}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7721967697143555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7355431318283081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135279178619385},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.705703854560852},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6770321130752563},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6435798406600952},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5830292701721191},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5461021065711975},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5383480787277222},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4392291009426117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.351380854845047},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.20339983701705933},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci.2016.7850241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/bd221c8c-5ec6-46d5-83a6-8231b71b1fd2","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/bacterial-memetic-algorithm-based-feature-selection-for-surface-emg-based-hand-motion-recognition-in-longterm-use(bd221c8c-5ec6-46d5-83a6-8231b71b1fd2).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"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/W18216792","https://openalex.org/W1560705737","https://openalex.org/W1977064823","https://openalex.org/W1984252493","https://openalex.org/W1984697170","https://openalex.org/W2021864005","https://openalex.org/W2044628302","https://openalex.org/W2050866108","https://openalex.org/W2051321581","https://openalex.org/W2085995416","https://openalex.org/W2107072595","https://openalex.org/W2110119146","https://openalex.org/W2119008936","https://openalex.org/W2123167643","https://openalex.org/W2150092650","https://openalex.org/W2165619603","https://openalex.org/W2171188488","https://openalex.org/W4250503570","https://openalex.org/W4285719527","https://openalex.org/W6600754543"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W2156571267","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W20047544","https://openalex.org/W1641615907","https://openalex.org/W2747166117"],"abstract_inverted_index":{"Pattern":[0],"recognition":[1,14,146],"algorithms":[2],"have":[3,57,81],"been":[4,30,43,58,111,134,153,167],"applied":[5],"in":[6,33,69,95,130],"the":[7,34,38,47,61,96,101,114,138,141,159,171],"surface":[8],"electromyography":[9],"(sEMG)":[10],"based":[11,120,169,177],"hand":[12,121],"motion":[13,122],"for":[15,72,118],"their":[16,27],"promising":[17],"accuracy.":[18],"Research":[19],"on":[20,158,170],"proposing":[21],"new":[22],"features,":[23],"improving":[24],"classifiers":[25],"and":[26,52,162],"combinations":[28],"has":[29,42,110,133,152,165],"extensively":[31],"conducted":[32,135],"past":[35],"decade.":[36],"Meanwhile,":[37],"feature":[39,50,62,115,160,178],"projection":[40],"methodology,":[41],"routinely":[44],"exploited":[45],"between":[46],"phases":[48],"of":[49,77,92,127,140],"extraction":[51],"classification.":[53],"However,":[54],"limited":[55],"publications":[56],"seen":[59],"addressing":[60],"selection,":[63],"which":[64],"is":[65],"a":[66],"vital":[67],"alternative":[68],"dimensionality":[70],"reduction":[71],"pattern":[73],"recognition.":[74,123],"Recent":[75],"development":[76],"sEMG":[78,119],"acquisition":[79],"devices":[80],"contributed":[82],"to":[83,136],"more":[84],"signal":[85],"capturing":[86],"sites":[87],"or":[88],"even":[89],"detection":[90],"arrays":[91],"high":[93],"density":[94],"application.":[97],"In":[98],"this":[99],"paper,":[100],"memetic":[102,107],"evolutionary":[103],"method":[104],"named":[105],"bacterial":[106],"algorithm":[108],"(BMA)":[109],"adopted":[112],"as":[113],"selection":[116],"strategy":[117],"A":[124,155],"case":[125],"study":[126],"4":[128],"subjects":[129],"long-term":[131],"use":[132,164],"demonstrate":[137],"feasibility":[139],"proposed":[142],"strategy,":[143],"that":[144],"comparable":[145],"accuracy":[147],"with":[148],"reduced":[149],"computation":[150],"cost":[151],"achieved.":[154],"further":[156],"discussion":[157],"redundancy":[161],"inter-subject":[163],"also":[166],"demonstrated":[168],"experimental":[172],"results":[173],"derived":[174],"from":[175],"BMA":[176],"selection.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
