{"id":"https://openalex.org/W4411336788","doi":"https://doi.org/10.1109/access.2025.3579804","title":"Rehabilitation and Motion Symmetry Analysis With a TACX Smart Cycling Trainer Using Computational Intelligence","display_name":"Rehabilitation and Motion Symmetry Analysis With a TACX Smart Cycling Trainer Using Computational Intelligence","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411336788","doi":"https://doi.org/10.1109/access.2025.3579804"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3579804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3579804","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3579804","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028701085","display_name":"Hana Charv\u00e1tov\u00e1","orcid":"https://orcid.org/0000-0001-7363-976X"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Hana Charv\u00e1tov\u00e1","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic","Faculty of Applied Informatics, Tomas Bata University in Zlin, Zlín, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-7363-976X","affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic","institution_ids":["https://openalex.org/I165737746"]},{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, Zlín, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014356580","display_name":"Daniel Martynek","orcid":"https://orcid.org/0009-0007-9314-8184"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Daniel Martynek","raw_affiliation_strings":["Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0009-0007-9314-8184","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037848812","display_name":"Alexandra Mol\u010danov\u00e1","orcid":"https://orcid.org/0009-0009-4455-9264"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Alexandra Mol\u010danov\u00e1","raw_affiliation_strings":["Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0009-0009-4455-9264","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043837835","display_name":"Ale\u0161 Proch\u00e1zka","orcid":"https://orcid.org/0000-0002-0270-1738"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ale\u0161 Proch\u00e1zka","raw_affiliation_strings":["Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-0270-1738","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.5175,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92708404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"113495","last_page":"113501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.35249999165534973,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.35249999165534973,"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/T14139","display_name":"E-commerce and Technology Innovations","score":0.34610000252723694,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.31619998812675476,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/trainer","display_name":"Trainer","score":0.6375367045402527},{"id":"https://openalex.org/keywords/cycling","display_name":"Cycling","score":0.5668309926986694},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5598771572113037},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.5475562214851379},{"id":"https://openalex.org/keywords/symmetry","display_name":"Symmetry (geometry)","score":0.5335090160369873},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5066109895706177},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4499068856239319},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4022558927536011},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36789971590042114},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.18302282691001892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14464876055717468},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1414947807788849}],"concepts":[{"id":"https://openalex.org/C2780463512","wikidata":"https://www.wikidata.org/wiki/Q15122700","display_name":"Trainer","level":2,"score":0.6375367045402527},{"id":"https://openalex.org/C541528975","wikidata":"https://www.wikidata.org/wiki/Q53121","display_name":"Cycling","level":2,"score":0.5668309926986694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598771572113037},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.5475562214851379},{"id":"https://openalex.org/C2779886137","wikidata":"https://www.wikidata.org/wiki/Q21030012","display_name":"Symmetry (geometry)","level":2,"score":0.5335090160369873},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5066109895706177},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4499068856239319},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4022558927536011},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36789971590042114},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.18302282691001892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14464876055717468},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1414947807788849},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3579804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3579804","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1012575","is_oa":true,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1012575","pdf_url":"https://publikace.k.utb.cz/bitstream/10563/1012575/1/Fulltext_1012575.pdf","source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:ced4c144fe7f45a0b86fd69cf0202c78","is_oa":true,"landing_page_url":"https://doaj.org/article/ced4c144fe7f45a0b86fd69cf0202c78","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 113495-113501 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3579804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3579804","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1997035338","https://openalex.org/W2464831560","https://openalex.org/W2801878177","https://openalex.org/W2966516178","https://openalex.org/W2990682163","https://openalex.org/W3035543296","https://openalex.org/W3105964576","https://openalex.org/W3106097076","https://openalex.org/W3118386281","https://openalex.org/W3158006516","https://openalex.org/W4213052155","https://openalex.org/W4220792087","https://openalex.org/W4224085077","https://openalex.org/W4226219161","https://openalex.org/W4280546198","https://openalex.org/W4281667578","https://openalex.org/W4285591608","https://openalex.org/W4297896480","https://openalex.org/W4307641876","https://openalex.org/W4317566021","https://openalex.org/W4319317702","https://openalex.org/W4360617540","https://openalex.org/W4362693398","https://openalex.org/W4378084436","https://openalex.org/W4381681042","https://openalex.org/W4391664461","https://openalex.org/W4392114218","https://openalex.org/W4392518022","https://openalex.org/W4394819575","https://openalex.org/W4394904106","https://openalex.org/W4400885928","https://openalex.org/W4401067050","https://openalex.org/W4401703316","https://openalex.org/W4402028243","https://openalex.org/W4402187067","https://openalex.org/W4403784168","https://openalex.org/W4404278856","https://openalex.org/W4406058269","https://openalex.org/W4407369180","https://openalex.org/W4408175699"],"related_works":["https://openalex.org/W4285792946","https://openalex.org/W1866966336","https://openalex.org/W2396534229","https://openalex.org/W2135440372","https://openalex.org/W4388176369","https://openalex.org/W1985489398","https://openalex.org/W2922415454","https://openalex.org/W638029546","https://openalex.org/W4396712140","https://openalex.org/W1965853983"],"abstract_inverted_index":{"Motion":[0],"analysis":[1,101],"provides":[2],"important":[3],"information":[4],"in":[5,158,181,250],"rehabilitation,":[6],"performance":[7],"evaluation,":[8],"and":[9,19,29,47,89,92,112,135,175,194,206,221,240],"movement":[10],"symmetry":[11,108,223],"assessment,":[12],"with":[13],"applications":[14],"including":[15],"neurology,":[16],"biomedicine,":[17],"surgery,":[18],"sports":[20],"monitoring.":[21],"The":[22,80,97,184],"integration":[23],"of":[24,63,102,106,114,148,154,169,186,201,215,225,230,247],"virtual":[25],"reality,":[26],"wearable":[27,66],"sensors,":[28],"signal":[30,133],"processing":[31,62,122,238],"forms":[32],"a":[33],"robust":[34],"interdisciplinary":[35],"platform":[36],"for":[37,139,191,203,208,227],"such":[38],"analysis.":[39,252],"Specific":[40],"methods":[41,127,239],"are":[42],"based":[43],"on":[44,61,166],"monitoring":[45,75],"physiological":[46],"motion":[48,56,74,87,103,107,251],"responses":[49,117],"during":[50],"controlled":[51],"exercises":[52],"that":[53,128],"simulate":[54],"real-world":[55],"scenarios.":[57],"This":[58],"study":[59],"focuses":[60],"signals":[64],"from":[65,69,163],"sensors":[67],"collected":[68],"smart":[70],"indoor":[71],"trainers,":[72],"enabling":[73],"under":[76,109],"predefined":[77],"load":[78,119],"conditions.":[79],"acquired":[81],"datasets":[82],"include":[83,100,129],"heart":[84,115],"rate":[85,116],"(HR),":[86],"accelerometric":[88,204],"gyrometric":[90,209],"signals,":[91],"fitness":[93],"parameters":[94],"(cycling":[95],"speed).":[96],"research":[98],"objectives":[99],"patterns,":[104],"evaluation":[105],"varying":[110],"loads,":[111],"examination":[113],"to":[118,144,152,171,179,244],"variations.":[120],"Signal":[121],"is":[123],"conducted":[124],"using":[125],"advanced":[126],"computational":[130,248],"intelligence,":[131],"digital":[132],"processing,":[134],"artificial":[136],"intelligence":[137,249],"tools":[138],"data":[140,205,210],"classification.":[141],"Results":[142],"point":[143],"the":[145,149,155,161,164,167,172,176,192,198,213,216,222,228,234,245],"mean":[146],"delay":[147],"HR":[150,156],"drop":[151,178],"97%":[153],"range":[157],"15s":[159],"after":[160],"change":[162],"cycling":[165],"slope":[168,229],"8%":[170],"rest":[173],"period":[174],"following":[177],"5%":[180],"next":[182],"54s.":[183],"classification":[185,199],"spectral":[187],"features":[188],"evaluated":[189],"separately":[190],"left":[193],"right":[195],"legs":[196],"pointed":[197],"accuracy":[200],"94.5%":[202],"99.1%":[207],"estimated":[211],"by":[212],"use":[214],"two":[217],"layer":[218],"neural":[219],"network":[220],"coefficient":[224],"1.05":[226],"8%.":[231],"In":[232],"general,":[233],"paper":[235],"presents":[236],"selected":[237],"experimental":[241],"results":[242],"pointing":[243],"effectiveness":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}