{"id":"https://openalex.org/W1985384843","doi":"https://doi.org/10.3390/a7040621","title":"Neural Networks for Muscle Forces Prediction in Cycling","display_name":"Neural Networks for Muscle Forces Prediction in Cycling","publication_year":2014,"publication_date":"2014-11-13","ids":{"openalex":"https://openalex.org/W1985384843","doi":"https://doi.org/10.3390/a7040621","mag":"1985384843"},"language":"en","primary_location":{"id":"doi:10.3390/a7040621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7040621","pdf_url":"https://www.mdpi.com/1999-4893/7/4/621/pdf?version=1415891204","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/7/4/621/pdf?version=1415891204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013180408","display_name":"Giulio Cecchini","orcid":"https://orcid.org/0000-0002-8963-7811"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulio Cecchini","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012792294","display_name":"Gabriele Maria Lozito","orcid":"https://orcid.org/0000-0001-7987-0487"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Lozito","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063409625","display_name":"Maurizio Schmid","orcid":"https://orcid.org/0000-0003-3380-6994"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Schmid","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3380-6994","affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041313475","display_name":"Silvia Conforto","orcid":"https://orcid.org/0000-0001-7323-5220"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Conforto","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016535096","display_name":"Francesco Riganti Fulginei","orcid":"https://orcid.org/0000-0001-8824-3776"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Fulginei","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8824-3776","affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058603097","display_name":"Daniele Bibbo","orcid":"https://orcid.org/0000-0003-1341-5427"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Bibbo","raw_affiliation_strings":["Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Roma Tre University, Via Vito Volterra 62-Corpo B, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058603097"],"corresponding_institution_ids":["https://openalex.org/I119003972"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.7767,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70491403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"4","first_page":"621","last_page":"634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports 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/T10157","display_name":"Sports Performance and Training","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports 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/T10320","display_name":"Neural Networks and Applications","score":0.9940999746322632,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9878000020980835,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7575453519821167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6598708629608154},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.649605929851532},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5370978116989136},{"id":"https://openalex.org/keywords/inverse-dynamics","display_name":"Inverse dynamics","score":0.5331690907478333},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5316769480705261},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5183592438697815},{"id":"https://openalex.org/keywords/cycling","display_name":"Cycling","score":0.4552343189716339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4286063611507416},{"id":"https://openalex.org/keywords/inverse-kinematics","display_name":"Inverse kinematics","score":0.4219362735748291},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38963475823402405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2530936598777771},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.08712434768676758}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7575453519821167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6598708629608154},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.649605929851532},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5370978116989136},{"id":"https://openalex.org/C187523126","wikidata":"https://www.wikidata.org/wiki/Q17098330","display_name":"Inverse dynamics","level":3,"score":0.5331690907478333},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5316769480705261},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5183592438697815},{"id":"https://openalex.org/C541528975","wikidata":"https://www.wikidata.org/wiki/Q53121","display_name":"Cycling","level":2,"score":0.4552343189716339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4286063611507416},{"id":"https://openalex.org/C17816587","wikidata":"https://www.wikidata.org/wiki/Q1501872","display_name":"Inverse kinematics","level":3,"score":0.4219362735748291},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38963475823402405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2530936598777771},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.08712434768676758},{"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/a7040621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7040621","pdf_url":"https://www.mdpi.com/1999-4893/7/4/621/pdf?version=1415891204","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fce0710e06fb4f7c9f569504fcc31f57","is_oa":true,"landing_page_url":"https://doaj.org/article/fce0710e06fb4f7c9f569504fcc31f57","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":"Algorithms, Vol 7, Iss 4, Pp 621-634 (2014)","raw_type":"article"},{"id":"pmh:oai:flore.unifi.it:2158/1299750","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1299750","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.uniroma3.it:11590/115282","is_oa":false,"landing_page_url":"http://hdl.handle.net/11590/115282","pdf_url":null,"source":{"id":"https://openalex.org/S4377196120","display_name":"Iris (Roma Tre University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119003972","host_organization_name":"Roma Tre University","host_organization_lineage":["https://openalex.org/I119003972"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1999-4893/7/4/621/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/a7040621","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Algorithms","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a7040621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7040621","pdf_url":"https://www.mdpi.com/1999-4893/7/4/621/pdf?version=1415891204","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1985384843.pdf"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W42752833","https://openalex.org/W85768427","https://openalex.org/W1554663460","https://openalex.org/W1968569206","https://openalex.org/W1968885929","https://openalex.org/W1971217247","https://openalex.org/W1971387269","https://openalex.org/W1984449195","https://openalex.org/W1993002202","https://openalex.org/W1997301106","https://openalex.org/W1997861712","https://openalex.org/W1998124942","https://openalex.org/W2008979016","https://openalex.org/W2009323003","https://openalex.org/W2011444835","https://openalex.org/W2015139079","https://openalex.org/W2015795623","https://openalex.org/W2020821169","https://openalex.org/W2022340880","https://openalex.org/W2027409989","https://openalex.org/W2043005456","https://openalex.org/W2043589202","https://openalex.org/W2045395947","https://openalex.org/W2048303822","https://openalex.org/W2050578981","https://openalex.org/W2061043923","https://openalex.org/W2071912285","https://openalex.org/W2073797397","https://openalex.org/W2076001066","https://openalex.org/W2095354302","https://openalex.org/W2104714048","https://openalex.org/W2113312949","https://openalex.org/W2115406343","https://openalex.org/W2115508178","https://openalex.org/W2116161037","https://openalex.org/W2123156322","https://openalex.org/W2125776211","https://openalex.org/W2127679821","https://openalex.org/W2127733921","https://openalex.org/W2130334117","https://openalex.org/W2131633148","https://openalex.org/W2137983211","https://openalex.org/W2139923370","https://openalex.org/W2139924087","https://openalex.org/W2150479811","https://openalex.org/W2155482699","https://openalex.org/W2156068259","https://openalex.org/W2271212581","https://openalex.org/W2577610845","https://openalex.org/W3125537303","https://openalex.org/W3146803896","https://openalex.org/W4388297464","https://openalex.org/W6732413194","https://openalex.org/W7065511131"],"related_works":["https://openalex.org/W2084494155","https://openalex.org/W2119963650","https://openalex.org/W2972304526","https://openalex.org/W2380210784","https://openalex.org/W2770397302","https://openalex.org/W998473388","https://openalex.org/W2375415610","https://openalex.org/W1996912299","https://openalex.org/W4235013387","https://openalex.org/W2218699221"],"abstract_inverted_index":{"This":[0],"paper":[1],"documents":[2],"the":[3,6,34,39,45,49,54,74,90,102,114,122,137,144],"research":[4],"towards":[5],"development":[7],"of":[8,21,38,44,140,146],"a":[9,63,107,118,131,141,151],"system":[10],"based":[11],"on":[12],"Artificial":[13,68],"Neural":[14,69],"Networks":[15],"to":[16,86],"predict":[17],"muscle":[18],"force":[19,35],"patterns":[20,105],"an":[22,67,80,157],"athlete":[23],"during":[24],"cycling.":[25],"Two":[26],"independent":[27,81],"inverse":[28,56,138],"problems":[29,57],"must":[30],"be":[31],"solved":[32],"for":[33,58,66,101,136],"estimation:":[36],"evaluation":[37,43],"kinematic":[40],"model":[41],"and":[42,61,84,113,133],"forces":[46],"distribution":[47],"along":[48],"limb.":[50],"By":[51],"solving":[52],"repeatedly":[53],"two":[55,91,123],"different":[59,103],"subjects":[60],"conditions,":[62],"training":[64],"pattern":[65],"Network":[70],"was":[71,77],"created.":[72],"Then,":[73],"trained":[75],"network":[76,100],"validated":[78],"against":[79],"validation":[82],"set,":[83],"compared":[85],"evaluate":[87],"agreement":[88],"between":[89,121],"alternative":[92],"approaches":[93],"using":[94],"Bland-Altman":[95,115],"method.":[96],"The":[97,125],"obtained":[98],"neural":[99],"test":[104],"yields":[106],"normalized":[108],"error":[109],"well":[110],"below":[111],"1%":[112],"plot":[116],"shows":[117],"considerable":[119],"correlation":[120],"methods.":[124],"new":[126],"approach":[127],"proposed":[128],"herein":[129],"allows":[130],"direct":[132],"fast":[134],"computation":[135],"dynamics":[139],"cyclist,":[142],"opening":[143],"possibility":[145],"integrating":[147],"such":[148,155],"algorithm":[149],"in":[150],"real":[152],"time":[153],"environment":[154],"as":[156],"embedded":[158],"application.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2016-06-24T00:00:00"}
