{"id":"https://openalex.org/W4387717714","doi":"https://doi.org/10.1109/tetci.2023.3319432","title":"A Swarm Intelligence Assisted IoT-Based Activity Recognition System for Basketball Rookies","display_name":"A Swarm Intelligence Assisted IoT-Based Activity Recognition System for Basketball Rookies","publication_year":2023,"publication_date":"2023-10-17","ids":{"openalex":"https://openalex.org/W4387717714","doi":"https://doi.org/10.1109/tetci.2023.3319432"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2023.3319432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3319432","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5048421704","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0002-3224-0063"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3224-0063","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024015573","display_name":"Ruiqi Wang","orcid":"https://orcid.org/0000-0003-1639-6938"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqi Wang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1639-6938","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679741","display_name":"Yufan Wang","orcid":"https://orcid.org/0000-0001-6782-1047"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufan Wang","raw_affiliation_strings":["Department of Industrial Engineering &amp; Management School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6782-1047","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering &amp; Management School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005171833","display_name":"Shilong Sun","orcid":"https://orcid.org/0000-0003-0460-4592"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilong Sun","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0460-4592","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013143235","display_name":"Jiafeng Chen","orcid":"https://orcid.org/0000-0003-4988-1622"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafeng Chen","raw_affiliation_strings":["College of Physical Education, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4988-1622","affiliations":[{"raw_affiliation_string":"College of Physical Education, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022841511","display_name":"Xiao Zhang","orcid":"https://orcid.org/0000-0001-6394-5181"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]},{"id":"https://openalex.org/I2799449666","display_name":"State Ethnic Affairs Commission","ror":"https://ror.org/01p9g6b97","country_code":"CN","type":"government","lineage":["https://openalex.org/I2799449666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zhang","raw_affiliation_strings":["Department of Computer Science, South-Central Minzu University, Wuhan, China","Key Laboratory of Cyber-Physical Fusion Intelligent Computing, State Ethnic Affairs Commission, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6394-5181","affiliations":[{"raw_affiliation_string":"Department of Computer Science, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"Key Laboratory of Cyber-Physical Fusion Intelligent Computing, State Ethnic Affairs Commission, Beijing, China","institution_ids":["https://openalex.org/I2799449666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048421704"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":2.6705,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92002484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"82","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9865000247955322,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9865000247955322,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/basketball","display_name":"Basketball","score":0.9014543294906616},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6346158385276794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5622640252113342},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5117373466491699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4203197956085205},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3443952202796936},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31164512038230896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26405394077301025},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12501978874206543},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.08072540163993835}],"concepts":[{"id":"https://openalex.org/C103189561","wikidata":"https://www.wikidata.org/wiki/Q5372","display_name":"Basketball","level":2,"score":0.9014543294906616},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6346158385276794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5622640252113342},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5117373466491699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4203197956085205},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3443952202796936},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31164512038230896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26405394077301025},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12501978874206543},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.08072540163993835},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2023.3319432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3319432","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1609540547","display_name":null,"funder_award_id":"CZT20027","funder_id":"https://openalex.org/F4320330673","funder_display_name":"South-Central University for Nationalities"},{"id":"https://openalex.org/G3138428343","display_name":null,"funder_award_id":"JCYJ2020010911041013","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G4696435536","display_name":null,"funder_award_id":"CZT19010","funder_id":"https://openalex.org/F4320330673","funder_display_name":"South-Central University for Nationalities"},{"id":"https://openalex.org/G4723305082","display_name":null,"funder_award_id":"61902437","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6040193348","display_name":null,"funder_award_id":"JCYJ20220810112354002","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G6629883647","display_name":null,"funder_award_id":"2021A1515110615","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8744723245","display_name":null,"funder_award_id":"61702336","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320329791","display_name":"Shenzhen Fundamental Research Program","ror":null},{"id":"https://openalex.org/F4320330673","display_name":"South-Central University for Nationalities","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1418108976","https://openalex.org/W1808644423","https://openalex.org/W1894654829","https://openalex.org/W2030363461","https://openalex.org/W2068783620","https://openalex.org/W2109364787","https://openalex.org/W2128160875","https://openalex.org/W2154053567","https://openalex.org/W2187089797","https://openalex.org/W2338355707","https://openalex.org/W2528103328","https://openalex.org/W2560266298","https://openalex.org/W2566631400","https://openalex.org/W2620814382","https://openalex.org/W2639370877","https://openalex.org/W2763833402","https://openalex.org/W2767230764","https://openalex.org/W2784192698","https://openalex.org/W2801018742","https://openalex.org/W2804571873","https://openalex.org/W2890843359","https://openalex.org/W2930329158","https://openalex.org/W2938054669","https://openalex.org/W2966274620","https://openalex.org/W2979774998","https://openalex.org/W2984036993","https://openalex.org/W2997585558","https://openalex.org/W3004565805","https://openalex.org/W3006654525","https://openalex.org/W3022354460","https://openalex.org/W3082583002","https://openalex.org/W3083758225","https://openalex.org/W3086548118","https://openalex.org/W3087055935","https://openalex.org/W3117495151","https://openalex.org/W4200529651","https://openalex.org/W4289656146","https://openalex.org/W4312688523","https://openalex.org/W4317707897","https://openalex.org/W4383220521"],"related_works":["https://openalex.org/W2369330680","https://openalex.org/W2387007275","https://openalex.org/W2389047293","https://openalex.org/W2348951541","https://openalex.org/W2363923555","https://openalex.org/W2379277877","https://openalex.org/W2359223739","https://openalex.org/W2377467184","https://openalex.org/W2375049945","https://openalex.org/W2356570223"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"witnessed":[3],"many":[4],"applications":[5],"of":[6,40,78,99,107,173,204,211,237],"wearable":[7],"sensor":[8,74],"technology":[9],"and":[10,28,63,134,153,169,208,256],"machine":[11,205],"learning":[12,206,259],"on":[13,227,243],"smart":[14,125],"sports":[15],"training,":[16],"e.g.,":[17],"basketball.":[18],"For":[19,48],"rookie":[20],"players,":[21,50],"the":[22,38,79,85,100,119,171,188,202,209],"fundamental":[23,241],"skills":[24],"are":[25],"very":[26],"important":[27,80],"can":[29,150,167,234],"be":[30],"improved":[31],"using":[32],"a":[33,58,124,135],"scientific":[34],"auxiliary":[35],"training":[36],"system,":[37],"core":[39],"which":[41,110,217,245],"is":[42,54,76,89,111,176,184,214],"human":[43,229],"activity":[44,126,197],"recognition":[45,86,127],"(HAR)":[46],"technique.":[47],"basketball":[49,108,155],"one":[51,77,257],"complete":[52],"action":[53,157],"usually":[55],"performed":[56,226],"in":[57],"moment":[59],"with":[60,163,180,193],"significant":[61],"dynamics":[62],"high-frequency":[64],"spikes":[65],"or":[66],"noise.":[67],"So,":[68],"extracting":[69],"meaningful":[70],"features":[71,103,165],"from":[72],"intricate":[73],"signals":[75],"prerequisites.":[81],"Besides,":[82],"to":[83,91,186,200],"improve":[84],"accuracy,":[87],"it":[88,219],"challenging":[90],"empirically":[92],"determine":[93],"an":[94,113,130],"ideal":[95],"feature":[96,138,161,190],"subset":[97,191],"out":[98],"extracted":[101],"high-dimensional":[102],"for":[104,195,222,239],"particular":[105],"types":[106],"activities,":[109],"essentially":[112],"NP-hard":[114],"optimization":[115],"problem.":[116],"To":[117],"address":[118],"above":[120],"issues,":[121],"we":[122],"propose":[123],"system":[128,133],"hybridizing":[129],"IoT-based":[131,223],"edge-cloud":[132],"swarm":[136],"intelligence-based":[137],"selection":[139],"algorithm,":[140],"named":[141],"Adaptive":[142],"Binary":[143],"Particle":[144],"Swarm":[145],"Optimization":[146],"(ABPSO).":[147],"The":[148],"devices":[149],"automatically":[151],"collect":[152],"process":[154],"players'":[156],"signals.":[158],"A":[159],"comprehensive":[160],"set":[162],"300":[164],"that":[166,232],"cover":[168],"capture":[170],"characteristics":[172],"different":[174],"activities":[175,242],"established.":[177],"Then,":[178],"ABPSO":[179,233],"global":[181],"search":[182],"ability":[183],"able":[185],"identify":[187],"optimal":[189],"combined":[192],"classifiers":[194],"accurate":[196],"recognition.":[198],"Thanks":[199],"ABPSO,":[201],"size":[203],"model":[207],"amount":[210],"transmitted":[212],"data":[213],"largely":[215],"reduced,":[216],"makes":[218],"well":[220],"compatible":[221],"applications.":[224],"Experiments":[225],"nine":[228],"subjects":[230],"demonstrate":[231],"achieve":[235],"accuracy":[236],"97.26%":[238],"five":[240,247],"average,":[244],"outperforms":[246],"state-of-the-art":[248],"FS":[249,254],"algorithms,":[250],"two":[251],"classic":[252],"filter-based":[253],"methods":[255],"deep":[258],"based":[260],"method.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-15T08:27:34.491423","created_date":"2025-10-10T00:00:00"}
