{"id":"https://openalex.org/W4402897101","doi":"https://doi.org/10.1109/icsipa62061.2024.10686816","title":"Machine Learning Enhancing a Compact Wearable Device for Stepping Management","display_name":"Machine Learning Enhancing a Compact Wearable Device for Stepping Management","publication_year":2024,"publication_date":"2024-09-03","ids":{"openalex":"https://openalex.org/W4402897101","doi":"https://doi.org/10.1109/icsipa62061.2024.10686816"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa62061.2024.10686816","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsipa62061.2024.10686816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-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/A5030673542","display_name":"Abeer Elkhouly","orcid":"https://orcid.org/0000-0001-5142-379X"},"institutions":[{"id":"https://openalex.org/I55990551","display_name":"University of Wollongong in Dubai","ror":"https://ror.org/0447ajy94","country_code":"AE","type":"education","lineage":["https://openalex.org/I204824540","https://openalex.org/I55990551"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Abeer ElKhouly","raw_affiliation_strings":["School of Engineering, University of Wollongong in Dubai,Dubai,UAE"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Wollongong in Dubai,Dubai,UAE","institution_ids":["https://openalex.org/I55990551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111342981","display_name":"Nejad Alagha","orcid":null},"institutions":[{"id":"https://openalex.org/I55990551","display_name":"University of Wollongong in Dubai","ror":"https://ror.org/0447ajy94","country_code":"AE","type":"education","lineage":["https://openalex.org/I204824540","https://openalex.org/I55990551"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Nejad Alagha","raw_affiliation_strings":["School of Engineering, University of Wollongong in Dubai,Dubai,UAE"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Wollongong in Dubai,Dubai,UAE","institution_ids":["https://openalex.org/I55990551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037690251","display_name":"Rahim Mutlu","orcid":"https://orcid.org/0000-0001-5576-8744"},"institutions":[{"id":"https://openalex.org/I55990551","display_name":"University of Wollongong in Dubai","ror":"https://ror.org/0447ajy94","country_code":"AE","type":"education","lineage":["https://openalex.org/I204824540","https://openalex.org/I55990551"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rahim Mutlu","raw_affiliation_strings":["School of Engineering, University of Wollongong in Dubai,Dubai,UAE"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Wollongong in Dubai,Dubai,UAE","institution_ids":["https://openalex.org/I55990551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030673542"],"corresponding_institution_ids":["https://openalex.org/I55990551"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16002818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10789","display_name":"Interactive and Immersive Displays","score":0.1817999929189682,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10789","display_name":"Interactive and Immersive Displays","score":0.1817999929189682,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/wearable-computer","display_name":"Wearable computer","score":0.7760221362113953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926462054252625},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5329922437667847},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4298720061779022},{"id":"https://openalex.org/keywords/stepping-stone","display_name":"Stepping stone","score":0.41391319036483765},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3636265993118286}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7760221362113953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926462054252625},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5329922437667847},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4298720061779022},{"id":"https://openalex.org/C3019463535","wikidata":"https://www.wikidata.org/wiki/Q7611136","display_name":"Stepping stone","level":3,"score":0.41391319036483765},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3636265993118286},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsipa62061.2024.10686816","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsipa62061.2024.10686816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2022251740","https://openalex.org/W2034714394","https://openalex.org/W2115515636","https://openalex.org/W2135596149","https://openalex.org/W2143956929","https://openalex.org/W2519457600","https://openalex.org/W2741846309","https://openalex.org/W2951736825","https://openalex.org/W2975136528","https://openalex.org/W3014370958","https://openalex.org/W3030698186","https://openalex.org/W3049309191","https://openalex.org/W3185331354","https://openalex.org/W3188076700","https://openalex.org/W4318832623","https://openalex.org/W4353067213","https://openalex.org/W4387668064"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2012157391","https://openalex.org/W2907667791","https://openalex.org/W2562087406","https://openalex.org/W3047461507","https://openalex.org/W3126390843"],"abstract_inverted_index":{"Walking":[0],"is":[1,24,137,156],"a":[2,25],"complex":[3],"process":[4,79],"requiring":[5],"various":[6],"musculoskeletal":[7],"muscles'":[8],"synchronized":[9],"actions.":[10],"Abnormal":[11],"gait":[12,54],"increases":[13],"the":[14,88,98,133,141,144,162],"risk":[15],"of":[16,46,71,124,128],"joint":[17],"deformities,":[18],"and":[19,59,75,93,106,155,164],"foot":[20,47,153],"pronation":[21,58],"or":[22],"supination":[23],"common":[26],"health":[27,32],"issue.":[28],"Wearable":[29],"technologies":[30],"for":[31,52,140,159],"monitoring":[33],"have":[34],"gained":[35],"significant":[36],"momentum.":[37],"This":[38],"study":[39],"used":[40],"an":[41,122],"IMU":[42],"to":[43,67],"collect":[44],"components":[45],"location":[48],"(x,":[49],"y,":[50],"z)":[51],"detecting":[53],"deformities":[55],"such":[56],"as":[57],"supination.":[60,108],"A":[61],"machine":[62],"learning":[63],"classifier":[64],"was":[65,80,116],"developed":[66],"categorize":[68],"different":[69],"types":[70],"gaits:":[72],"pronation,":[73,91,102,103],"supination,":[74,92,105],"normal.":[76,94],"The":[77,109,126,148],"classification":[78],"conducted":[81],"in":[82,113,132],"two":[83],"phases.":[84],"In":[85,95],"Phase":[86,96,114,119],"1,":[87],"classes":[89,99],"were":[90,100],"2,":[97],"severe":[101,107],"normal,":[104],"highest":[110],"accuracy":[111,123],"achieved":[112],"1":[115],"97%,":[117],"while":[118],"2":[120],"reached":[121],"99.2%.":[125],"novelty":[127],"this":[129],"work":[130],"lies":[131],"sensor":[134],"location,":[135],"which":[136],"more":[138],"convenient":[139],"user":[142],"than":[143],"current":[145],"in-sole":[146],"sensors.":[147],"proposed":[149],"solution":[150],"effectively":[151],"corrects":[152],"posture":[154],"particularly":[157],"efficient":[158],"cohorts":[160],"like":[161],"elderly":[163],"children.":[165]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
