{"id":"https://openalex.org/W4403573209","doi":"https://doi.org/10.34028/iajit/21/6/6","title":"A Neuro Phenotypic Evolution Algorithm for Recognizing Human Motion Type","display_name":"A Neuro Phenotypic Evolution Algorithm for Recognizing Human Motion Type","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403573209","doi":"https://doi.org/10.34028/iajit/21/6/6"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/21/6/6","is_oa":true,"landing_page_url":"http://doi.org/10.34028/iajit/21/6/6","pdf_url":"http://dx.doi.org/10.34028/iajit/21/6/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://dx.doi.org/10.34028/iajit/21/6/6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066564703","display_name":"Ivan V. Stepanyan","orcid":"https://orcid.org/0000-0003-3176-5279"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Stepanyan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5013231629","display_name":"Safa A. Hameed","orcid":"https://orcid.org/0000-0002-7628-2118"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Safa Hameed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"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":0.15999295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9516000151634216,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9516000151634216,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9399999976158142,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10879","display_name":"Robotic Locomotion and Control","score":0.9093999862670898,"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/computer-science","display_name":"Computer science","score":0.8839709758758545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322808027267456},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.5148422122001648},{"id":"https://openalex.org/keywords/human-motion","display_name":"Human motion","score":0.47081857919692993},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4583117663860321},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3338121473789215},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.045022159814834595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8839709758758545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322808027267456},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.5148422122001648},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.47081857919692993},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4583117663860321},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3338121473789215},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.045022159814834595},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/21/6/6","is_oa":true,"landing_page_url":"http://doi.org/10.34028/iajit/21/6/6","pdf_url":"http://dx.doi.org/10.34028/iajit/21/6/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/21/6/6","is_oa":true,"landing_page_url":"http://doi.org/10.34028/iajit/21/6/6","pdf_url":"http://dx.doi.org/10.34028/iajit/21/6/6","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403573209.pdf","grobid_xml":"https://content.openalex.org/works/W4403573209.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Living":[0],"in":[1,43,53,61,65,90,122],"the":[2,21,37,44,48,75,80,91,96,102,110,123,128,135,149,159,172,181,225,238],"modern":[3],"world":[4],"requires":[5],"having":[6],"a":[7,29,54,167,188,231],"precise,":[8],"intelligent":[9],"system":[10,34,229],"that":[11,58,131],"may":[12],"be":[13],"suggested":[14,69,226],"to":[15,20,35,109,120,134,186],"do":[16],"various":[17,66],"activities.":[18],"Due":[19],"scalability":[22],"of":[23,83,112,169,178],"AI":[24],"algorithms,":[25],"we":[26],"have":[27,221],"proposed":[28],"phenotypic":[30],"Evolutionary":[31],"Algorithm":[32],"(EA)-based":[33],"assist":[36],"Artificial":[38],"Neural":[39],"Network":[40],"algorithm":[41],"(ANN)":[42],"learning":[45,78,97],"process.":[46],"Combining":[47],"two":[49,160],"strategies":[50],"can":[51],"result":[52],"smart":[55],"neuro-evolutionary":[56],"model":[57],"is":[59,132,155],"effective":[60,174],"accomplishing":[62],"significant":[63],"duties":[64],"domains.":[67],"The":[68,138,152,192,228],"multi-layer":[70],"neural":[71],"algorithm's":[72],"design":[73],"creates":[74],"conditions":[76],"for":[77,171],"via":[79],"EA\u2019s":[81],"processes":[82],"crossover,":[84],"mutation,":[85],"and":[86,93,162,205,234],"selection.":[87],"To":[88],"aid":[89],"selection":[92,124],"crossover":[94,153],"processes,":[95,180],"process":[98],"phase":[99,125],"breaks":[100],"up":[101],"original":[103,150],"ANN":[104,182,190],"into":[105],"multiple":[106],"ANNs":[107,115],"according":[108],"number":[111],"hidden":[113],"layers.":[114],"are":[116,184],"ranked":[117],"from":[118],"worst":[119,161],"best":[121,163],"based":[126],"on":[127,237],"soring":[129],"function":[130],"applied":[133,157,223],"fitness":[136,139],"list.":[137],"list":[140],"retains":[141],"each":[142],"ANN\u2019s":[143],"accuracy":[144],"even":[145],"after":[146],"breaking":[147],"apart":[148],"ANN.":[151],"procedure":[154],"then":[156],"between":[158],"ANNs.":[164,175],"Mutation":[165],"provides":[166],"means":[168],"improvement":[170],"less":[173],"Following":[176],"completion":[177],"these":[179],"algorithms":[183],"combined":[185],"create":[187],"single":[189],"algorithm.":[191],"Vicon":[193],"mobile":[194],"robot":[195],"(SCITOS":[196],"G5)":[197],"system\u2019s":[198],"multi-dimensional":[199],"data,":[200],"which":[201],"extracted":[202,217],"both":[203,220],"aggressive":[204],"typical":[206],"human":[207],"movement,":[208],"as":[209,211],"well":[210],"Human":[212],"Activity":[213],"Recognition":[214],"(HAR)":[215],"datasets":[216],"by":[218],"smartphones,":[219],"been":[222],"using":[224],"method.":[227],"achieved":[230],"high":[232],"performance":[233],"efficiency":[235],"rate":[236],"intended":[239],"recognition":[240],"problem":[241]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
