{"id":"https://openalex.org/W2796121602","doi":"https://doi.org/10.1093/comjnl/bxy022","title":"Optimized Clustering Techniques for Gait Profiling in Children with Cerebral Palsy for Rehabilitation","display_name":"Optimized Clustering Techniques for Gait Profiling in Children with Cerebral Palsy for Rehabilitation","publication_year":2018,"publication_date":"2018-02-15","ids":{"openalex":"https://openalex.org/W2796121602","doi":"https://doi.org/10.1093/comjnl/bxy022","mag":"2796121602"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxy022","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxy022","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5049907443","display_name":"Chandra Prakash","orcid":"https://orcid.org/0000-0002-8477-6898"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]},{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chandra Prakash","raw_affiliation_strings":["Department of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur 302017, India","Indira Gandhi Delhi Technical University for Women, Delhi 110006, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur 302017, India","institution_ids":["https://openalex.org/I83205935"]},{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women, Delhi 110006, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052848876","display_name":"Rajesh Kumar","orcid":"https://orcid.org/0000-0002-6019-0702"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Kumar","raw_affiliation_strings":["Department of Electrical Engineering, Malaviya National Institute of Technology, Jaipur 302017, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Malaviya National Institute of Technology, Jaipur 302017, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077747165","display_name":"Namita Mittal","orcid":"https://orcid.org/0000-0001-6886-9974"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Namita Mittal","raw_affiliation_strings":["Department of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur 302017, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur 302017, India","institution_ids":["https://openalex.org/I83205935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049907443"],"corresponding_institution_ids":["https://openalex.org/I4210143260","https://openalex.org/I83205935"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.1627,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.52574705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9894000291824341,"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/T11961","display_name":"Neonatal and Maternal Infections","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/cerebral-palsy","display_name":"Cerebral palsy","score":0.7151423692703247},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7076185941696167},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.609054446220398},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5464949607849121},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5271967053413391},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.5193161368370056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5172274708747864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4629130959510803},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.4324762523174286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3655473589897156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35690730810165405},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.2798340916633606},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18057411909103394}],"concepts":[{"id":"https://openalex.org/C2779421357","wikidata":"https://www.wikidata.org/wiki/Q210427","display_name":"Cerebral palsy","level":2,"score":0.7151423692703247},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7076185941696167},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.609054446220398},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5464949607849121},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5271967053413391},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.5193161368370056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5172274708747864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4629130959510803},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.4324762523174286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3655473589897156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35690730810165405},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2798340916633606},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18057411909103394}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxy022","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxy022","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W133029042","https://openalex.org/W571405198","https://openalex.org/W634966806","https://openalex.org/W1493182793","https://openalex.org/W1514958855","https://openalex.org/W1541288193","https://openalex.org/W1980420376","https://openalex.org/W2006583047","https://openalex.org/W2022167001","https://openalex.org/W2027717882","https://openalex.org/W2045381610","https://openalex.org/W2048716659","https://openalex.org/W2049589449","https://openalex.org/W2055337248","https://openalex.org/W2069889533","https://openalex.org/W2075901385","https://openalex.org/W2075978988","https://openalex.org/W2076408892","https://openalex.org/W2079936037","https://openalex.org/W2081691877","https://openalex.org/W2100539820","https://openalex.org/W2103589991","https://openalex.org/W2103868202","https://openalex.org/W2118077484","https://openalex.org/W2122123235","https://openalex.org/W2132366653","https://openalex.org/W2139134556","https://openalex.org/W2141633607","https://openalex.org/W2144348409","https://openalex.org/W2153676086","https://openalex.org/W2154580519","https://openalex.org/W2165016807","https://openalex.org/W2257517648","https://openalex.org/W2292400169","https://openalex.org/W2509662494","https://openalex.org/W2513371352","https://openalex.org/W2563285119","https://openalex.org/W2570881029","https://openalex.org/W2594333345","https://openalex.org/W3145336513","https://openalex.org/W3211089820","https://openalex.org/W4243194536","https://openalex.org/W4250042253","https://openalex.org/W6629644962","https://openalex.org/W6657304490","https://openalex.org/W6682855841","https://openalex.org/W6731694925"],"related_works":["https://openalex.org/W1622964048","https://openalex.org/W30315714","https://openalex.org/W1906975550","https://openalex.org/W120096811","https://openalex.org/W2945912943","https://openalex.org/W4254098118","https://openalex.org/W2124490647","https://openalex.org/W2923160319","https://openalex.org/W2587763979","https://openalex.org/W3097489987"],"abstract_inverted_index":{"Cerebral":[0],"palsy":[1],"(CP)":[2],"is":[3,10,71,92],"a":[4,34,72],"neuro-development":[5],"disease":[6],"in":[7,75,89,118],"children.":[8],"It":[9],"quite":[11],"an":[12,83],"intricate":[13],"task":[14,74],"to":[15,55],"categorize":[16],"gait":[17,37,44,87,112],"pattern":[18],"into":[19],"normal":[20],"and":[21,103],"CP":[22],"based":[23,94,111],"pathology.":[24],"In":[25,80],"this":[26,81],"study,":[27,82],"nature-inspired":[28],"meta-heuristic":[29],"algorithms":[30],"are":[31,53],"explored":[32],"on":[33,95],"publicly":[35],"available":[36],"dataset":[38],"of":[39,46,69,86],"156":[40],"subjects":[41],"for":[42,122],"automatic":[43],"profiling":[45],"children":[47,124],"with":[48],"cerebral":[49],"palsy.":[50],"Five":[51],"cases":[52],"considered":[54],"explore":[56],"the":[57,66,76,90,123],"feature":[58],"selection":[59],"criteria":[60],"before":[61],"applying":[62],"clustering":[63],"technique.":[64],"Finding":[65],"optimal":[67,84],"number":[68,85],"clusters":[70,114],"challenging":[73],"unsupervised":[77],"learning":[78],"area.":[79],"profiles":[88],"datasets":[91],"identified":[93],"voting":[96],"from":[97],"mean":[98],"square":[99],"error,":[100],"silhouette":[101],"coefficient":[102],"Dunn":[104],"index.":[105],"The":[106],"study":[107],"demonstrates":[108],"that":[109],"optimized":[110],"profile":[113],"could":[115],"assist":[116],"quantitatively":[117],"clinical":[119],"rehabilitation":[120],"evaluation":[121],"affected":[125],"by":[126],"CP.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}