{"id":"https://openalex.org/W4322577817","doi":"https://doi.org/10.1145/3575882.3575952","title":"Anomaly Detection of Hallux Valgus using Plantar Pressure Data","display_name":"Anomaly Detection of Hallux Valgus using Plantar Pressure Data","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4322577817","doi":"https://doi.org/10.1145/3575882.3575952"},"language":"en","primary_location":{"id":"doi:10.1145/3575882.3575952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3575882.3575952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Computer, Control, Informatics and Its Applications","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/A5051513623","display_name":"Latif Rozaqi","orcid":"https://orcid.org/0000-0001-9641-5638"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Latif Rozaqi","raw_affiliation_strings":["Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-9641-5638","affiliations":[{"raw_affiliation_string":"Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030051703","display_name":"Yukhi Mustaqim Kusuma Sya\u2019Bana","orcid":"https://orcid.org/0000-0002-2235-4550"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yukhi Mustaqim Kusuma Sya'Bana","raw_affiliation_strings":["Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-2235-4550","affiliations":[{"raw_affiliation_string":"Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055786497","display_name":"Asep Nugroho","orcid":"https://orcid.org/0000-0001-5021-1154"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Asep Nugroho","raw_affiliation_strings":["Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-5021-1154","affiliations":[{"raw_affiliation_string":"Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073325536","display_name":"Nugrahaning Sani Dewi","orcid":"https://orcid.org/0000-0002-4664-9898"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nugrahaning Sani Dewi","raw_affiliation_strings":["Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-4664-9898","affiliations":[{"raw_affiliation_string":"Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041782235","display_name":"Kadek Heri Sanjaya","orcid":"https://orcid.org/0000-0001-6855-039X"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kadek Heri Sanjaya","raw_affiliation_strings":["Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-6855-039X","affiliations":[{"raw_affiliation_string":"Research Centre for Smart Mechatronics, National Research and Innovation Agency (BRIN), Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387154144"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2924865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.9797999858856201,"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/T11068","display_name":"Tendon Structure and Treatment","score":0.9781000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8695841431617737},{"id":"https://openalex.org/keywords/plantar-pressure","display_name":"Plantar pressure","score":0.6568539142608643},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6516005992889404},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6346094608306885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6068543791770935},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5562717318534851},{"id":"https://openalex.org/keywords/valgus","display_name":"Valgus","score":0.5361084938049316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5095806121826172},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.48208242654800415},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.382595956325531},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34936755895614624},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.192227303981781},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18407928943634033},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16822949051856995},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.1155514121055603},{"id":"https://openalex.org/keywords/pressure-sensor","display_name":"Pressure sensor","score":0.09491962194442749}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8695841431617737},{"id":"https://openalex.org/C2986382866","wikidata":"https://www.wikidata.org/wiki/Q4368164","display_name":"Plantar pressure","level":3,"score":0.6568539142608643},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6516005992889404},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6346094608306885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068543791770935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5562717318534851},{"id":"https://openalex.org/C2781017183","wikidata":"https://www.wikidata.org/wiki/Q7911553","display_name":"Valgus","level":2,"score":0.5361084938049316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5095806121826172},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.48208242654800415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.382595956325531},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34936755895614624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.192227303981781},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18407928943634033},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16822949051856995},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.1155514121055603},{"id":"https://openalex.org/C41325743","wikidata":"https://www.wikidata.org/wiki/Q1261040","display_name":"Pressure sensor","level":2,"score":0.09491962194442749},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3575882.3575952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3575882.3575952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Computer, Control, Informatics and Its Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2044324972","https://openalex.org/W2061979135","https://openalex.org/W2137934081","https://openalex.org/W2172079584","https://openalex.org/W2774931117","https://openalex.org/W2808739400","https://openalex.org/W2904427998","https://openalex.org/W2947116782","https://openalex.org/W3005217247","https://openalex.org/W3081713244","https://openalex.org/W3113213454","https://openalex.org/W3216913559","https://openalex.org/W4239510810","https://openalex.org/W4393612298"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W2099369243","https://openalex.org/W2345184372","https://openalex.org/W2120008580","https://openalex.org/W4223656335","https://openalex.org/W3194539120","https://openalex.org/W2141705618","https://openalex.org/W2076520961","https://openalex.org/W2348964713","https://openalex.org/W1525322161"],"abstract_inverted_index":{"Machine":[0],"learning":[1,32],"is":[2,7],"a":[3,30,47,68],"superior":[4],"tool":[5],"that":[6,75],"unbiased":[8],"and":[9,55,62],"moderately":[10],"comparable":[11],"to":[12,38],"the":[13,40,80],"medical":[14,18],"expert":[15],"in":[16,77],"making":[17],"diagnostics":[19],"if":[20],"trained":[21],"with":[22],"correct":[23],"supervision.":[24],"In":[25],"this":[26],"paper":[27],"we":[28],"developed":[29],"supervised":[31],"algorithm":[33],"employing":[34],"plantar":[35,69],"pressure":[36,70],"data":[37],"detect":[39],"anomaly":[41],"called":[42],"hallux":[43],"valgus":[44],"(HV)":[45],"on":[46,67],"number":[48],"of":[49,84],"subject.":[50],"Support":[51],"vector":[52],"machine":[53],"(SVM)":[54],"its":[56],"variants":[57],"such":[58],"as":[59],"kernel":[60],"SVM":[61,64],"ensemble":[63],"were":[65],"evaluated":[66],"open":[71],"dataset.":[72],"Results":[73],"show":[74],"SVMs":[76],"general":[78],"have":[79],"average":[81],"classification":[82],"rate":[83],"above":[85],"90":[86],"percent.":[87]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
