{"id":"https://openalex.org/W2004599518","doi":"https://doi.org/10.1109/iros.2012.6386264","title":"Rock-paper-scissors prediction experiments using muscle activations","display_name":"Rock-paper-scissors prediction experiments using muscle activations","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2004599518","doi":"https://doi.org/10.1109/iros.2012.6386264","mag":"2004599518"},"language":"en","primary_location":{"id":"doi:10.1109/iros.2012.6386264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2012.6386264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE/RSJ International Conference on Intelligent Robots and Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2010/3989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100877752","display_name":"Giho Jang","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Giho Jang","raw_affiliation_strings":["Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, South Korea","Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, Rep. of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, Rep. of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064000503","display_name":"Youngjin Choi","orcid":"https://orcid.org/0000-0002-5009-9059"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngjin Choi","raw_affiliation_strings":["Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, South Korea","Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, Rep. of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Electronic, Electrical, Control and Instrumentation Engineering, Hanyang University, Rep. of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004116271","display_name":"Zhihua Qu","orcid":"https://orcid.org/0000-0001-6710-7134"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihua Qu","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","Electrical Engineering and Computer Science, University of Central Florida, Orlando, 32816, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of Central Florida, Orlando, 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100877752"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":0.4135,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6377446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"106","issue":null,"first_page":"5133","last_page":"5134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10982","display_name":"Motor Control and Adaptation","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.7051981091499329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6861766576766968},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.6435592174530029},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5691722631454468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5605836510658264},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5476433634757996},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.43997010588645935},{"id":"https://openalex.org/keywords/ternary-operation","display_name":"Ternary operation","score":0.4324151575565338},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3707863688468933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33768540620803833},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3371579349040985},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.10211670398712158}],"concepts":[{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.7051981091499329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6861766576766968},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6435592174530029},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5691722631454468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5605836510658264},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5476433634757996},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.43997010588645935},{"id":"https://openalex.org/C64452783","wikidata":"https://www.wikidata.org/wiki/Q1524945","display_name":"Ternary operation","level":2,"score":0.4324151575565338},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3707863688468933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33768540620803833},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3371579349040985},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.10211670398712158},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iros.2012.6386264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2012.6386264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE/RSJ International Conference on Intelligent Robots and Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-4988","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/3989","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"},{"id":"pmh:oai:repository.hanyang.ac.kr:20.500.11754/94755","is_oa":false,"landing_page_url":"http://repository.hanyang.ac.kr/handle/20.500.11754/94755","pdf_url":null,"source":{"id":"https://openalex.org/S4306401328","display_name":"The Royal Society of Chemistry\u2019s Journals, Books and Databases (The Royal Society of Chemistry)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2751430930","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/I2751430930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-4988","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/3989","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1969827567","https://openalex.org/W1998559345","https://openalex.org/W2120168261","https://openalex.org/W2142598369","https://openalex.org/W2615531356"],"related_works":["https://openalex.org/W2376139493","https://openalex.org/W2911808920","https://openalex.org/W2141253262","https://openalex.org/W3156756500","https://openalex.org/W4251090744","https://openalex.org/W2386293158","https://openalex.org/W2433638048","https://openalex.org/W4282981700","https://openalex.org/W2006061919","https://openalex.org/W2998716555"],"abstract_inverted_index":{"Human":[0],"motion":[1,27,53,91],"prediction":[2,32,84,109],"is":[3,39,61,96,99,111],"becoming":[4],"more":[5,7],"and":[6],"important":[8],"issue":[9],"in":[10,48],"the":[11,31,64,77,81,103,107],"filed":[12],"of":[13,44,54,59,66,93,106],"wearable":[14],"robots":[15],"or":[16],"biorobotics.":[17],"This":[18],"paper":[19],"provides":[20],"an":[21],"initial":[22],"experimental":[23],"result":[24],"for":[25,34],"human":[26],"prediction.":[28],"In":[29],"detail,":[30],"method":[33,79,110],"ternary":[35,82],"choice":[36,83],"among":[37,85],"rock-paper-scissors":[38,86],"presented":[40],"using":[41],"temporal":[42],"patterns":[43],"muscle":[45],"activations":[46],"(Electromyography,":[47],"short":[49],"EMG)":[50],"controlling":[51],"hand":[52],"subject.":[55],"Initial":[56],"burst":[57],"part":[58],"EMG":[60],"prior":[62],"to":[63,71],"onset":[65],"actual":[67],"movement":[68],"by":[69],"dozens":[70],"hundreds":[72],"milliseconds.":[73],"Using":[74],"this":[75],"property,":[76],"proposed":[78,108],"makes":[80],"as":[87,89],"soon":[88],"10%":[90],"variation":[92],"any":[94],"finger":[95],"detected.":[97],"It":[98],"shown":[100],"experimentally":[101],"that":[102],"success":[104],"rate":[105],"over":[112],"95%.":[113]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}