{"id":"https://openalex.org/W4290996018","doi":"https://doi.org/10.1145/3542954.3543011","title":"Human Activity Recognition using Time Series and Machine Learning Techniques","display_name":"Human Activity Recognition using Time Series and Machine Learning Techniques","publication_year":2022,"publication_date":"2022-03-10","ids":{"openalex":"https://openalex.org/W4290996018","doi":"https://doi.org/10.1145/3542954.3543011"},"language":"en","primary_location":{"id":"doi:10.1145/3542954.3543011","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542954.3543011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050369814","display_name":"Apu Sarder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Apu Sarder","raw_affiliation_strings":["North Western University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Western University, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058039230","display_name":"M. Raihan","orcid":"https://orcid.org/0000-0003-1072-3555"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Raihan","raw_affiliation_strings":["North Western University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Western University, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057933111","display_name":"Md. Mehedi Hassan","orcid":"https://orcid.org/0000-0002-9890-0968"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md.Mehedi Hassan","raw_affiliation_strings":["North Western University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Western University, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063661979","display_name":"Nasif Alvi","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nasif Alvi","raw_affiliation_strings":["Khulna University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001088905","display_name":"Md Mehedi Hasan Rabbi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md Mehedi Hasan Rabbi","raw_affiliation_strings":["North Western University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Western University, Bangladesh","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049891407","display_name":"MD Hasan Mirja","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MD Hasan Mirja","raw_affiliation_strings":["North Western University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Western University, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08403097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"400","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994999766349792,"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":0.9994999766349792,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7263274192810059},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.668582558631897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4702426791191101},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4603784680366516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4309201240539551},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42700982093811035},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33489570021629333},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3201591968536377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263274192810059},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.668582558631897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4702426791191101},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4603784680366516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4309201240539551},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42700982093811035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33489570021629333},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3201591968536377},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3542954.3543011","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542954.3543011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing Advancements","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":9,"referenced_works":["https://openalex.org/W2054242744","https://openalex.org/W2073069519","https://openalex.org/W2550797816","https://openalex.org/W2556240812","https://openalex.org/W2806642325","https://openalex.org/W3093821886","https://openalex.org/W3138059307","https://openalex.org/W3208803621","https://openalex.org/W4205897313"],"related_works":["https://openalex.org/W3195649134","https://openalex.org/W2281498195","https://openalex.org/W2017526120","https://openalex.org/W2610664080","https://openalex.org/W2188304107","https://openalex.org/W2761510556","https://openalex.org/W1919101720","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Human":[0],"activity":[1,93,147],"recognition":[2,61],"(HAR)":[3],"is":[4,25,42,89],"the":[5,56,145],"classification":[6,100],"of":[7,19,166],"different":[8],"human":[9,92,110,146],"activities":[10,52],"influenced":[11],"by":[12,59],"their":[13,31],"behavior":[14],"and":[15,22,27,38,49,81,107,138,148],"movements.":[16],"The":[17,40,71],"number":[18],"smartphone":[20,95,105,118],"users":[21,29],"capacity":[23],"sensors":[24,77,96],"increasing,":[26],"most":[28],"carry":[30],"phones.":[32],"Smartphone":[33],"data":[34,78,103,113],"boosts":[35],"HAR\u2019s":[36],"prominence":[37],"appeal.":[39],"gadget":[41],"used":[43],"to":[44,55,90,143,157,162],"recognize":[45],"gestures":[46],"or":[47],"actions":[48],"perform":[50],"specified":[51],"in":[53,83,94],"response":[54],"information":[57],"acquired":[58],"these":[60],"systems.":[62],"Our":[63],"study":[64],"will":[65],"examine":[66],"several":[67],"literary":[68],"survey":[69],"approaches.":[70],"KU-HAR":[72],"dataset":[73],"has":[74,140],"utilized":[75,116],"containing":[76],"like":[79],"accelerometers,":[80],"gyroscopes":[82],"various":[84],"locations.":[85],"This":[86,152],"research\u2019s":[87],"goal":[88],"identify":[91,109],"using":[97,117],"machine":[98,121],"learning":[99,122],"algorithms.":[101],"Sensors":[102],"from":[104],"accelerometers":[106],"gyroscope":[108],"activity.":[111],"These":[112],"samples":[114],"are":[115],"sensors.":[119],"Different":[120],"techniques":[123],"such":[124],"as":[125],"Decision":[126],"Tree,":[127],"Random":[128],"Forest":[129],"(RF),":[130],"Gradient":[131],"Boosting,":[132],"Gaussian":[133],"NB,":[134],"KNN,":[135],"Logistic":[136],"Regression,":[137],"SVC":[139],"been":[141],"applied":[142],"classify":[144],"achieved":[149],"satisfactory":[150],"outcome.":[151],"research":[153],"can":[154],"helps":[155],"researchers":[156],"establish":[158],"an":[159],"expert":[160],"system":[161],"detect":[163],"any":[164],"movements":[165],"human.":[167]},"counts_by_year":[],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}