{"id":"https://openalex.org/W3003199534","doi":"https://doi.org/10.1109/indin41052.2019.8972111","title":"Feature Selection and Recognition of Multivariate Physiological Signals Using Binary Firefly Algorithm","display_name":"Feature Selection and Recognition of Multivariate Physiological Signals Using Binary Firefly Algorithm","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3003199534","doi":"https://doi.org/10.1109/indin41052.2019.8972111","mag":"3003199534"},"language":"en","primary_location":{"id":"doi:10.1109/indin41052.2019.8972111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","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/A5101777490","display_name":"Hong He","orcid":"https://orcid.org/0000-0002-2584-2891"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong He","raw_affiliation_strings":["Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","institution_ids":["https://openalex.org/I21945476"]},{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038826438","display_name":"Feihu Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihu Peng","raw_affiliation_strings":["Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","institution_ids":["https://openalex.org/I21945476"]},{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101737644","display_name":"Ying Jun","orcid":"https://orcid.org/0000-0002-0214-3502"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ying","raw_affiliation_strings":["Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Normal University,College of Information, Mechanical and Electrical Engineering,Shanghai,China","institution_ids":["https://openalex.org/I21945476"]},{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101777490"],"corresponding_institution_ids":["https://openalex.org/I21945476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29467285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"821","last_page":"826"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9702000021934509,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7526041865348816},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6996616125106812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6614083051681519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.658464252948761},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6321287155151367},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.593459963798523},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.5037683844566345},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48801174759864807},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.48155930638313293},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.47142618894577026},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4573885500431061},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4424666464328766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2064250111579895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1943860650062561}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7526041865348816},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6996616125106812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6614083051681519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658464252948761},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6321287155151367},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.593459963798523},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.5037683844566345},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48801174759864807},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.48155930638313293},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.47142618894577026},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4573885500431061},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4424666464328766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2064250111579895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1943860650062561},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"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":1,"locations":[{"id":"doi:10.1109/indin41052.2019.8972111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","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":31,"referenced_works":["https://openalex.org/W323404752","https://openalex.org/W1130077638","https://openalex.org/W1543715688","https://openalex.org/W1596914020","https://openalex.org/W1960467324","https://openalex.org/W1978057374","https://openalex.org/W1983948166","https://openalex.org/W2030363461","https://openalex.org/W2044587647","https://openalex.org/W2048260397","https://openalex.org/W2093010752","https://openalex.org/W2135190479","https://openalex.org/W2167101736","https://openalex.org/W2264629467","https://openalex.org/W2296367925","https://openalex.org/W2341670955","https://openalex.org/W2344681634","https://openalex.org/W2464717612","https://openalex.org/W2508589543","https://openalex.org/W2550999023","https://openalex.org/W2587456790","https://openalex.org/W2745573163","https://openalex.org/W2762323924","https://openalex.org/W2762880709","https://openalex.org/W2763523016","https://openalex.org/W2784362975","https://openalex.org/W2789332443","https://openalex.org/W2791315675","https://openalex.org/W2795475639","https://openalex.org/W2896429716","https://openalex.org/W3104313545"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W4391160746","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W2985680200","https://openalex.org/W3089231081"],"abstract_inverted_index":{"Interest":[0],"in":[1,9,52,92,114,187,220],"pattern":[2,53,221],"recognition":[3,222],"of":[4,17,22,27,35,41,59,73,141,145,164,175,191,202,223],"physiological":[5,43,61,89,125,193,225],"signals":[6,44,62,90],"is":[7,45,112,148],"growing":[8],"recent":[10],"years":[11],"due":[12],"to":[13,50,117,134,183],"the":[14,20,32,119,139,184,188,199,213],"rapid":[15],"development":[16],"telemedicine":[18],"and":[19,31,39,64,78,98,138,155,216],"Internet":[21],"Things.":[23],"However,":[24],"on":[25,103],"account":[26],"high":[28,208],"dimensionality,":[29],"multivariate,":[30],"large":[33],"amount":[34],"data,":[36],"feature":[37,100,121,189],"extraction":[38,101],"selection":[40,122,190],"multiple":[42,124,192,224],"still":[46],"a":[47,56,146,151,156],"hard":[48],"nut":[49],"crack":[51],"recognition.":[54],"Therefore,":[55],"measuring":[57],"experiment":[58],"multivariate":[60,88],"before":[63],"after":[65],"physical":[66],"exercises":[67],"was":[68],"firstly":[69],"carried":[70],"out.":[71],"Signals":[72],"electrocardiogram":[74],"(ECG),":[75],"blood":[76],"pressure":[77],"oxygen":[79],"saturation":[80],"are":[81,91],"simultaneously":[82],"measured":[83],"for":[84,123],"30":[85,165],"subjects.":[86],"Moreover,":[87],"turn":[93],"processed":[94],"by":[95,150],"filtering,":[96],"segmentation":[97],"morphological":[99,169],"based":[102],"heartbeat":[104],"samples.":[105],"A":[106],"novel":[107],"binary":[108,131],"firefly":[109,132,147],"algorithm":[110],"(NBFA)":[111],"proposed":[113],"this":[115],"paper":[116],"realize":[118],"automatic":[120],"signals.":[126,178,194,226],"The":[127,143,179],"NBFA":[128,180],"evaluates":[129],"each":[130],"according":[133],"both":[135],"classification":[136,162],"accuracy":[137],"number":[140,201],"features.":[142],"movement":[144],"updated":[149],"bit":[152],"conversion":[153],"factor":[154],"random":[157],"mounting":[158],"flying":[159],"step.":[160],"High":[161],"results":[163],"subjects":[166],"show":[167],"that":[168],"features":[170,203],"can":[171,196],"depict":[172],"main":[173],"characteristics":[174],"12-lead":[176],"ECG":[177],"performs":[181],"superior":[182],"PCA,":[185],"PSO":[186],"It":[195],"quickly":[197],"find":[198],"small":[200],"as":[204,206],"well":[205],"obtain":[207],"classification,":[209],"which":[210],"further":[211],"reduces":[212],"computation":[214],"load":[215],"data":[217],"storage":[218],"capacity":[219]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}