{"id":"https://openalex.org/W4392175232","doi":"https://doi.org/10.1109/i-pact58649.2023.10434296","title":"Identification of Human Movement Through a Novel Machine Learning Approach","display_name":"Identification of Human Movement Through a Novel Machine Learning Approach","publication_year":2023,"publication_date":"2023-12-08","ids":{"openalex":"https://openalex.org/W4392175232","doi":"https://doi.org/10.1109/i-pact58649.2023.10434296"},"language":"en","primary_location":{"id":"doi:10.1109/i-pact58649.2023.10434296","doi":"https://doi.org/10.1109/i-pact58649.2023.10434296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i-pact58649.2023.10434296","pdf_url":null,"source":{"id":"https://openalex.org/S4363604897","display_name":"Innovations in Power and Advanced Computing Technologies (i-PACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Innovations in Power and Advanced Computing Technologies (i-PACT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5092521378","display_name":"Nafiz Fahad","orcid":"https://orcid.org/0000-0002-3207-6515","observed_orcids":["https://orcid.org/0000-0002-3207-6515"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nafiz Fahad","raw_affiliation_strings":["American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108903970","display_name":"Anik Sen","orcid":"https://orcid.org/0009-0007-7941-3260","observed_orcids":["https://orcid.org/0009-0007-7941-3260"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Anik Sen","raw_affiliation_strings":["American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094006887","display_name":"Sarzila Sahrin Jisha","orcid":"https://orcid.org/0009-0005-7081-2658","observed_orcids":["https://orcid.org/0009-0005-7081-2658"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sarzila Sahrin Jisha","raw_affiliation_strings":["American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American International University-Bangladesh,Faculty of Science & Technology,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019677115","display_name":"Shameem Ahmad","orcid":"https://orcid.org/0000-0002-6602-2064","observed_orcids":["https://orcid.org/0000-0002-6602-2064"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shameem Ahmad","raw_affiliation_strings":["American International University-Bangladesh,Department of Electrical and Electronics Engineering,Dhaka,Bangladesh,1229"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American International University-Bangladesh,Department of Electrical and Electronics Engineering,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071963555","display_name":"Hazlie Mokhlis","orcid":"https://orcid.org/0000-0002-1166-1934","observed_orcids":["https://orcid.org/0000-0002-1166-1934"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hazlie Mokhlis","raw_affiliation_strings":["Universiti Malaya,Department of Electrical Engineering,Kuala Lumpur,Malaysia,50603"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Malaya,Department of Electrical Engineering,Kuala Lumpur,Malaysia,50603","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043313458","display_name":"Md Sajid Hossain","orcid":"https://orcid.org/0000-0003-0154-2912","observed_orcids":["https://orcid.org/0000-0003-0154-2912"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Sajid Hossain","raw_affiliation_strings":["American International University-Bangladesh,Department of Electrical and Electronics Engineering & Technology,Dhaka,Bangladesh,1229"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American International University-Bangladesh,Department of Electrical and Electronics Engineering & Technology,Dhaka,Bangladesh,1229","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84789652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"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/T10812","display_name":"Human Pose and Action Recognition","score":9.999999747378752e-05,"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/T12740","display_name":"Gait Recognition and Analysis","score":9.999999747378752e-05,"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/human-activity-recognition","display_name":"human activity recognition","score":0.8980000019073486},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.9599999785423279},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8939999938011169},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.9620000123977661},{"id":"https://openalex.org/keywords/wearable-sensor-data","display_name":"wearable sensor data","score":0.609000027179718},{"id":"https://openalex.org/keywords/walking","display_name":"walking","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7169934511184692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7127028107643127},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.6392639875411987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5017242431640625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4269825220108032},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i-pact58649.2023.10434296","doi":"https://doi.org/10.1109/i-pact58649.2023.10434296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i-pact58649.2023.10434296","pdf_url":null,"source":{"id":"https://openalex.org/S4363604897","display_name":"Innovations in Power and Advanced Computing Technologies (i-PACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Innovations in Power and Advanced Computing Technologies (i-PACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W2086858668","https://openalex.org/W2614259051","https://openalex.org/W2894702700","https://openalex.org/W2956780471","https://openalex.org/W2972267365","https://openalex.org/W2998376881","https://openalex.org/W3082845666","https://openalex.org/W3091978306","https://openalex.org/W3093031973","https://openalex.org/W3093279390","https://openalex.org/W4206103951","https://openalex.org/W4242032896","https://openalex.org/W4295006318","https://openalex.org/W4308192633","https://openalex.org/W4309225358","https://openalex.org/W4362694670","https://openalex.org/W4362694830","https://openalex.org/W4385146030"],"related_works":["https://openalex.org/W4402980973","https://openalex.org/W4297144523","https://openalex.org/W4410998300","https://openalex.org/W4410321294","https://openalex.org/W4409268834","https://openalex.org/W4410998807","https://openalex.org/W4392012978","https://openalex.org/W4400233324","https://openalex.org/W4283768040","https://openalex.org/W4401496445"],"abstract_inverted_index":{"This":[0,83],"study":[1,56],"aims":[2],"to":[3,21,32],"identify":[4],"human":[5,94],"movement":[6,95],"activities":[7],"using":[8],"machine":[9,25],"learning,":[10],"focusing":[11],"on":[12,76],"a":[13,23],"novel":[14],"ensemble":[15,63,70,90],"approach.":[16],"The":[17,55,68],"objectives":[18],"are":[19],"twofold:":[20],"apply":[22],"new":[24],"learning":[26],"method":[27],"for":[28,92],"activity":[29],"recognition":[30],"and":[31,52,60],"outperform":[33],"recent":[34],"approaches":[35],"in":[36,100],"accuracy.":[37],"A":[38],"standard":[39,66],"dataset":[40],"from":[41],"Kaggle":[42],"contained":[43],"six":[44],"activities:":[45],"standing,":[46],"sitting,":[47],"lying,":[48],"walking,":[49],"walking":[50,53],"downstairs,":[51],"upstairs.":[54],"used":[57],"an":[58,72],"SVM":[59],"Logistic":[61],"Regression":[62],"alongside":[64],"other":[65,81],"classifiers.":[67],"proposed":[69],"achieved":[71],"accuracy":[73],"of":[74,88],"95.45%":[75],"the":[77,86,89],"test":[78],"data,":[79],"surpassing":[80],"models.":[82],"research":[84],"shows":[85],"potential":[87,98],"approach":[91],"accurate":[93],"identification":[96],"with":[97],"uses":[99],"various":[101],"domains.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-02-27T00:00:00"}