{"id":"https://openalex.org/W7208800339","doi":"https://doi.org/10.46298/mbj.19203","title":"Predicting Locomotor Behavior on an Irregular Surface from Even-Surface Gait: A Machine Learning Approach","display_name":"Predicting Locomotor Behavior on an Irregular Surface from Even-Surface Gait: A Machine Learning Approach","publication_year":2026,"publication_date":"2026-10-26","ids":{"openalex":"https://openalex.org/W7208800339","doi":"https://doi.org/10.46298/mbj.19203"},"language":"en","primary_location":{"id":"doi:10.46298/mbj.19203","doi":"https://doi.org/10.46298/mbj.19203","is_oa":true,"landing_page_url":"https://doi.org/10.46298/mbj.19203","pdf_url":"https://mbj.episciences.org/en/articles/19203/download","source":{"id":"https://openalex.org/S5407049101","display_name":"Multidisciplinary Biomechanics Journal","issn_l":"3076-1158","issn":["3076-1158"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multidisciplinary Biomechanics Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://mbj.episciences.org/en/articles/19203/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039156118","display_name":"Mohammad Reza Effatparvar","orcid":"https://orcid.org/0000-0001-8990-1822","observed_orcids":["https://orcid.org/0000-0001-8990-1822"]},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801902503","https://openalex.org/I2802351361","https://openalex.org/I4210139015","https://openalex.org/I4405279980"]},{"id":"https://openalex.org/I4405268511","display_name":"CHU Sainte-Justine Research Center","ror":"https://ror.org/016e4fa89","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4405268511"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Reza Effatparvar","raw_affiliation_strings":["Laboratoire Neuro-L , Centre de recherche Azrieli du CHU Ste Justine , Montr\u00e9al , QC , Canada","\u00c9cole de kin\u00e9siologie et des sciences de l'activit\u00e9 physique , Universit\u00e9 de Montr\u00e9al , Montr\u00e9al , QC , Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Neuro-L , Centre de recherche Azrieli du CHU Ste Justine , Montr\u00e9al , QC , Canada","institution_ids":["https://openalex.org/I2802351361","https://openalex.org/I4405268511"]},{"raw_affiliation_string":"\u00c9cole de kin\u00e9siologie et des sciences de l'activit\u00e9 physique , Universit\u00e9 de Montr\u00e9al , Montr\u00e9al , QC , Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137055239","display_name":"Silvere de Freitas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silv\u00e8re de Freitas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5149984521","display_name":"Yosra Cherni","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yosra Cherni","raw_affiliation_strings":["Universit\u00e9 de Montr\u00e9al"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Montr\u00e9al","institution_ids":["https://openalex.org/I70931966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55407025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51st congress of the Soci\u00e9t\u00e9...","issue":"Methodological approaches for...","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10879","display_name":"Robotic Locomotion and Control","score":0.8026999831199646,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10879","display_name":"Robotic Locomotion and Control","score":0.8026999831199646,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.12950000166893005,"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"}},{"id":"https://openalex.org/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.019500000402331352,"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/uneven-terrain","display_name":"uneven terrain","score":0.5379999876022339},{"id":"https://openalex.org/keywords/machine-learning-prediction","display_name":"machine learning prediction","score":0.3840000033378601}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6520000100135803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46790000796318054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45179998874664307},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.32850000262260437},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23350000381469727}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.46298/mbj.19203","doi":"https://doi.org/10.46298/mbj.19203","is_oa":true,"landing_page_url":"https://doi.org/10.46298/mbj.19203","pdf_url":"https://mbj.episciences.org/en/articles/19203/download","source":{"id":"https://openalex.org/S5407049101","display_name":"Multidisciplinary Biomechanics Journal","issn_l":"3076-1158","issn":["3076-1158"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multidisciplinary Biomechanics Journal","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05738116v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-05738116v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"2026","raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:oai:HAL:hal-05738116v2","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-05738116","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Multidisciplinary Biomechanics Journal, 2026, 51st congress of the Soci\u00e9t\u00e9.., ⟨10.46298/mbj.19203⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.46298/mbj.19203","doi":"https://doi.org/10.46298/mbj.19203","is_oa":true,"landing_page_url":"https://doi.org/10.46298/mbj.19203","pdf_url":"https://mbj.episciences.org/en/articles/19203/download","source":{"id":"https://openalex.org/S5407049101","display_name":"Multidisciplinary Biomechanics Journal","issn_l":"3076-1158","issn":["3076-1158"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multidisciplinary Biomechanics Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6501798985","display_name":null,"funder_award_id":"RGPIN-2025-06341","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7208800339.pdf","grobid_xml":"https://content.openalex.org/works/W7208800339.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2151529239","https://openalex.org/W2327037637","https://openalex.org/W2541763165","https://openalex.org/W4416987475"],"related_works":["https://openalex.org/W7223595102","https://openalex.org/W3172064569","https://openalex.org/W3167297086","https://openalex.org/W4300469361","https://openalex.org/W7213601726","https://openalex.org/W595577015","https://openalex.org/W2270103164","https://openalex.org/W2614785287","https://openalex.org/W4402173154","https://openalex.org/W4291707329"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-05T00:00:00"}